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	<title>digital sustainability Archives - SAMIN GHIASI | GROWTH MARKETING CONSULTANT | FR/EN</title>
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		<title>The Hidden Cost of AI Growth</title>
		<link>https://www.saminghiasi.com/hidden-cost-ai-growth-europe/</link>
		
		<dc:creator><![CDATA[SaminG]]></dc:creator>
		<pubDate>Fri, 31 Jul 2026 11:03:55 +0000</pubDate>
				<category><![CDATA[Growth Fundamentals]]></category>
		<category><![CDATA[Practical Growth]]></category>
		<category><![CDATA[Scale-up]]></category>
		<category><![CDATA[Startup]]></category>
		<category><![CDATA[AI environmental impact]]></category>
		<category><![CDATA[Artificial intelligence]]></category>
		<category><![CDATA[Biodiversity]]></category>
		<category><![CDATA[Data centres]]></category>
		<category><![CDATA[digital sustainability]]></category>
		<category><![CDATA[Ethical growth]]></category>
		<category><![CDATA[European AI]]></category>
		<category><![CDATA[Growth Marketer]]></category>
		<category><![CDATA[growth marketing]]></category>
		<category><![CDATA[Paris]]></category>
		<category><![CDATA[Samin Ghiasi]]></category>
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					<description><![CDATA[<p>As the EU invests in AI gigafactories, France is confronting the land, water and energy behind digital growth. The challenge is to use AI where it creates genuine value without treating natural resources as unlimited. On 10 July 2026, the Grenoble Administrative Court suspended the building permit for an artificial intelligence computer centre near Valence. [&#8230;]</p>
<p>The post <a href="https://www.saminghiasi.com/hidden-cost-ai-growth-europe/">The Hidden Cost of AI Growth</a> appeared first on <a href="https://www.saminghiasi.com">SAMIN GHIASI | GROWTH MARKETING CONSULTANT | FR/EN</a>.</p>
]]></description>
										<content:encoded><![CDATA[<div class="wp-block-post-time-to-read">16–24 minutes</div>


<p class="wp-block-paragraph"><em>As the EU invests in AI gigafactories, France is confronting the land, water and energy behind digital growth. The challenge is to use AI where it creates genuine value without treating natural resources as unlimited.</em></p>



<figure class="wp-block-image size-large has-custom-border"><img fetchpriority="high" decoding="async" width="1024" height="681" src="https://www.saminghiasi.com/wp-content/uploads/2026/07/euros-1024x681.jpg" alt="" class="wp-image-3636" style="border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-left-radius:30px;border-bottom-right-radius:30px" srcset="https://www.saminghiasi.com/wp-content/uploads/2026/07/euros-1024x681.jpg 1024w, https://www.saminghiasi.com/wp-content/uploads/2026/07/euros-300x200.jpg 300w, https://www.saminghiasi.com/wp-content/uploads/2026/07/euros-768x511.jpg 768w, https://www.saminghiasi.com/wp-content/uploads/2026/07/euros-1536x1022.jpg 1536w, https://www.saminghiasi.com/wp-content/uploads/2026/07/euros.jpg 1920w" sizes="(max-width: 1024px) 100vw, 1024px" data-mwl-img-id="3636" /></figure>



<p class="wp-block-paragraph">On 10 July 2026, the Grenoble Administrative Court suspended the building permit for an artificial intelligence computer centre near Valence.</p>



<p class="wp-block-paragraph">The project would require more than 60 MW of electrical power at full capacity. The court found that an environmental impact assessment should have been carried out and identified serious doubts about whether the installation complied with local planning rules. The decision is temporary, pending a final ruling. [1]</p>



<p class="wp-block-paragraph"><strong>Twelve days later, ADEME published a position paper on the environmental effects of generative and agentic AI. It highlighted rising demand for data centres, energy, hardware, land and water, alongside the difficulty of measuring these impacts, given that leading providers disclose so little about their models and infrastructure. [2]</strong></p>



<p class="wp-block-paragraph">Then, on 30 July, the European Union launched a call for up to seven AI gigafactories. <span style="text-decoration: underline;">The programme could receive up to €10 billion in European and national public funding and is expected to mobilise at least €20 billion in private investment</span>. Its purpose is to strengthen Europe’s computing capacity and technological sovereignty. [3]</p>



<p class="wp-block-paragraph">Together, these decisions bring a less visible part of AI growth into focus. Data centres are built in real territories, where land, electricity and water are shared with communities and ecosystems. </p>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">
<p class="wp-block-paragraph"><em>Europe has legitimate reasons to seek technological sovereignty, but forecasts of future demand should not be enough on their own to justify additional infrastructure. They should open a wider discussion about which uses create genuine value, <strong>where new capacity can be built responsibly and what environmental limits should apply.</strong></em></p>
</blockquote>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>Europe’s AI ambition is becoming physical</strong></h2>



<p class="wp-block-paragraph">Technological sovereignty is usually discussed in terms of model ownership, data residency, security, and regulation.</p>



<ul class="wp-block-list">
<li><em>Can European organisations rely on foreign providers for critical infrastructure? </em></li>



<li><em>Where is their data processed?</em> </li>



<li><em>Which jurisdiction controls the service? </em></li>



<li><em>Can European startups compete without depending entirely on American hyperscalers?</em></li>
</ul>



<p class="wp-block-paragraph"><strong>These concerns are legitimate, but sovereignty also has a physical layer that receives far less attention.</strong></p>



<figure class="wp-block-image size-large has-custom-border"><img decoding="async" width="683" height="1024" src="https://www.saminghiasi.com/wp-content/uploads/2026/07/law-eu-683x1024.jpg" alt="" class="wp-image-3637" style="border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-left-radius:30px;border-bottom-right-radius:30px;aspect-ratio:0.6669980278664079" srcset="https://www.saminghiasi.com/wp-content/uploads/2026/07/law-eu-683x1024.jpg 683w, https://www.saminghiasi.com/wp-content/uploads/2026/07/law-eu-200x300.jpg 200w, https://www.saminghiasi.com/wp-content/uploads/2026/07/law-eu-768x1152.jpg 768w, https://www.saminghiasi.com/wp-content/uploads/2026/07/law-eu-1024x1536.jpg 1024w, https://www.saminghiasi.com/wp-content/uploads/2026/07/law-eu-1365x2048.jpg 1365w, https://www.saminghiasi.com/wp-content/uploads/2026/07/law-eu-scaled.jpg 1707w" sizes="(max-width: 683px) 100vw, 683px" data-mwl-img-id="3637" /></figure>



<p class="wp-block-paragraph">Advanced AI requires computing capacity. That capacity depends on processors, servers, electricity, cooling systems, suitable land and network connections.</p>



<p class="wp-block-paragraph">The EU’s gigafactory programme is designed to expand this foundation. The selected sites will combine advanced processors, cloud technologies, high-speed connectivity and energy-efficient data centres. They will support the training, fine-tuning and inference of advanced models for startups, SMEs, researchers, industry and public authorities. [3]</p>



<p class="wp-block-paragraph">Companies cannot build competitive AI products without access to infrastructure, but bringing more computing capacity into Europe also brings its constraints closer to European territories.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Why France can still be a strategic location</strong></h3>



<p class="wp-block-paragraph">There is also a legitimate environmental argument for locating some capacity in France. RTE notes that French electricity production is more than 95% decarbonised, meaning that workloads hosted in France may have a lower operational carbon footprint than equivalent activity powered by more carbon-intensive grids. <strong>The distinction, however, is whether new French capacity replaces activity elsewhere or simply adds to total global demand.</strong> [16]</p>



<p class="wp-block-paragraph">The sovereignty question therefore becomes more demanding: <strong>Can Europe expand AI capacity without treating energy, water and land as invisible inputs?</strong></p>



<p class="wp-block-paragraph">The answer will shape more than environmental policy. It will influence where infrastructure can be built, how quickly capacity becomes available, what providers charge and which companies can afford to compete.</p>



<figure class="wp-block-image size-large is-resized has-custom-border"><img decoding="async" width="576" height="1024" src="https://www.saminghiasi.com/wp-content/uploads/2026/07/France-banque-576x1024.jpg" alt="" class="wp-image-3638" style="border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-left-radius:30px;border-bottom-right-radius:30px;width:619px;height:auto" srcset="https://www.saminghiasi.com/wp-content/uploads/2026/07/France-banque-576x1024.jpg 576w, https://www.saminghiasi.com/wp-content/uploads/2026/07/France-banque-169x300.jpg 169w, https://www.saminghiasi.com/wp-content/uploads/2026/07/France-banque.jpg 640w" sizes="(max-width: 576px) 100vw, 576px" data-mwl-img-id="3638" /></figure>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>The territorial cost of computing capacity</strong></h3>



<p class="wp-block-paragraph">Land cannot be treated as a neutral surface available for digital expansion. <strong>The Office français de la biodiversité notes that soils host close to 60% of terrestrial biodiversity and that artificialisation damages their biological, hydrological and climatic functions, while destroying and fragmenting habitats.</strong> </p>



<p class="wp-block-paragraph">New infrastructure should therefore prioritise existing industrial and already artificialised sites before consuming natural, agricultural or forest land. [9]</p>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>Water reveals the measurement gap</strong></h2>



<p class="wp-block-paragraph">AI’s water footprint has become one of the most visible parts of the infrastructure debate.</p>



<p class="wp-block-paragraph"><em>Data centres may use water directly for cooling.</em> Water is also involved indirectly through electricity generation and the manufacture of processors, servers and other equipment.</p>



<p class="wp-block-paragraph">But the numbers are easy to misuse because they often measure different things. These categories are not interchangeable:</p>



<ul class="wp-block-list">
<li>Water withdrawn from a local supply</li>



<li>Water consumed and not returned to the same system</li>



<li><strong><span style="text-decoration: underline;">Potable water used for cooling</span></strong></li>



<li>Indirect water associated with electricity production</li>



<li>Training or inference</li>



<li>Operational use or the full lifecycle</li>
</ul>



<p class="wp-block-paragraph">ARCEP reported that the French data centres covered by its environmental survey withdrew 681,000 cubic metres of water in 2023, primarily drinking water. That represented a 19% annual increase, although ARCEP notes that the total remains modest compared with withdrawals for other activities. [4]</p>



<p class="wp-block-paragraph"><strong>The French competition authority estimates that the electricity consumed by data centres is associated with more than 5.2 million cubic metres of indirect water withdrawals each year. [5]</strong></p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>National averages can hide local pressure</strong></h3>



<p class="wp-block-paragraph">National totals can appear modest while local pressure remains significant. <strong>Water availability varies by season and river basin, and withdrawals during dry periods occur when rivers, wetlands, soils and vegetation may already be under stress. Water scarcity affected 28% of EU territory and 32% of its population during at least one season in 2023.</strong> [10]</p>



<figure class="wp-block-image size-full has-custom-border"><img loading="lazy" decoding="async" width="640" height="360" src="https://www.saminghiasi.com/wp-content/uploads/2026/07/data-center.jpg" alt="" class="wp-image-3641" style="border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-left-radius:30px;border-bottom-right-radius:30px" srcset="https://www.saminghiasi.com/wp-content/uploads/2026/07/data-center.jpg 640w, https://www.saminghiasi.com/wp-content/uploads/2026/07/data-center-300x169.jpg 300w" sizes="auto, (max-width: 640px) 100vw, 640px" data-mwl-img-id="3641" /></figure>



<p class="wp-block-paragraph">Data centres are not currently France’s largest water or electricity users. ARCEP describes their direct water withdrawals as modest compared with other activities, while RTE estimates that data centres account for around 2% of French electricity consumption today.<strong> The concern is therefore not that they represent the country’s dominant environmental pressure, but that their resource demand is rising quickly, new facilities are becoming considerably larger and local impacts can be concentrated in particular territories and river basins.</strong> [4][16]</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Why AI-specific figures remain unavailable</strong></h3>



<p class="wp-block-paragraph">The two figures describe different parts of the system. More importantly, neither represents AI alone.</p>



<p class="wp-block-paragraph">Data centres also support cloud services, websites, financial systems, streaming, storage and conventional enterprise software. Public facility-level reporting cannot currently isolate the water used by one model, product or marketing workflow.</p>



<p class="wp-block-paragraph">This is why simple statements such as “AI consumed this much water in France” are unreliable.</p>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>Why litres per prompt can mislead</strong></h2>



<p class="wp-block-paragraph">Turning an AI interaction into a bottle or glass of water makes an invisible system easier to imagine.</p>



<p class="wp-block-paragraph">It can also create false precision.</p>



<p class="wp-block-paragraph">The footprint of a response depends on factors including:</p>



<ul class="wp-block-list">
<li>The model and its size</li>



<li>Length and complexity of the task</li>



<li>Number of model calls</li>



<li>Hardware</li>



<li>Data-centre location</li>



<li>Cooling system</li>



<li>Electricity mix</li>



<li>Boundaries of the assessment</li>
</ul>



<p class="wp-block-paragraph">Mistral offers one of the few public, model-specific examples.</p>



<p class="wp-block-paragraph">Its lifecycle assessment estimates that a 400-token response from Le Chat, excluding the user’s device, is associated with 1.14 grams of CO₂ equivalent and 45 millilitres of water consumption. [6]</p>



<p class="wp-block-paragraph"><strong>The figure is meaningful within the specific model</strong>, infrastructure and methodology assessed by Mistral, but it cannot be generalised to ChatGPT, Claude, Gemini or every Le Chat interaction.</p>



<figure class="wp-block-image size-full has-custom-border"><img loading="lazy" decoding="async" width="640" height="960" src="https://www.saminghiasi.com/wp-content/uploads/2026/07/water.jpg" alt="" class="wp-image-3642" style="border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-left-radius:30px;border-bottom-right-radius:30px" srcset="https://www.saminghiasi.com/wp-content/uploads/2026/07/water.jpg 640w, https://www.saminghiasi.com/wp-content/uploads/2026/07/water-200x300.jpg 200w" sizes="auto, (max-width: 640px) 100vw, 640px" data-mwl-img-id="3642" /></figure>



<p class="wp-block-paragraph">Mistral also acknowledges that environmental accounting for large language models remains incomplete. Hardware data is limited, methodologies are not yet fully standardised, and providers do not all measure the same boundaries.</p>



<p class="wp-block-paragraph"><strong>Without context, environmental efficiency risks becoming another vague product badge.</strong></p>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>Growth teams influence which demand gets scaled</strong></h2>



<p class="wp-block-paragraph">Growth teams may not control data-centre cooling or processor manufacturing, but their decisions influence the demand placed on that infrastructure.</p>



<p class="wp-block-paragraph">They help decide:</p>



<ul class="wp-block-list">
<li>Which tools enter the stack</li>



<li>Which processes are automated</li>



<li>How many model calls a workflow makes</li>



<li>Whether every visitor receives live personalisation</li>



<li>How much content is generated</li>



<li>How widely automated outreach is deployed</li>



<li>Whether complex models are used for simple tasks</li>



<li>Whether an underperforming experiment continues to run</li>
</ul>



<p class="wp-block-paragraph">These choices affect both commercial efficiency and infrastructure demand.</p>



<p class="wp-block-paragraph"><strong>The French competition authority estimates that electricity represents approximately 30% to 50% of a data centre’s operating costs. It also argues that AI frugality could become a competitive factor by enabling providers, including smaller companies, to offer efficient services at lower cost. [5]</strong></p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>AI changes the economics of software usage</strong></h3>



<p class="wp-block-paragraph">Once built, a conventional software feature may cost very little each time it is used. An AI feature creates variable costs whenever a model is called, particularly when it uses a large model, generates rich media or chains several steps together.</p>



<p class="wp-block-paragraph">Growth teams already decide which activities receive budget, automation and scale. That same discipline can reduce unnecessary ecological demand by limiting duplicated outputs, excessive model calls, real-time personalisation with no proven benefit and large models used for simple tasks. </p>



<figure class="wp-block-image size-large has-custom-border"><img loading="lazy" decoding="async" width="1024" height="683" src="https://www.saminghiasi.com/wp-content/uploads/2026/07/budgetting-1024x683.jpg" alt="" class="wp-image-3648" style="border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-left-radius:30px;border-bottom-right-radius:30px" srcset="https://www.saminghiasi.com/wp-content/uploads/2026/07/budgetting-1024x683.jpg 1024w, https://www.saminghiasi.com/wp-content/uploads/2026/07/budgetting-300x200.jpg 300w, https://www.saminghiasi.com/wp-content/uploads/2026/07/budgetting-768x512.jpg 768w, https://www.saminghiasi.com/wp-content/uploads/2026/07/budgetting-1536x1025.jpg 1536w, https://www.saminghiasi.com/wp-content/uploads/2026/07/budgetting.jpg 1920w" sizes="auto, (max-width: 1024px) 100vw, 1024px" data-mwl-img-id="3648" /></figure>



<p class="wp-block-paragraph"><em>Commercial efficiency still matters, but it should support a wider objective: creating useful outcomes without treating infrastructure as limitless.</em></p>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>When efficiency increases consumption</strong></h2>



<p class="wp-block-paragraph">Generative AI has lowered the time and monetary cost of producing many marketing outputs.</p>



<p class="wp-block-paragraph"><strong>A team can create more campaign concepts, email variations, advertisements and landing-page drafts than it could produce manually.</strong></p>



<p class="wp-block-paragraph">This can improve experimentation and execution, but it can also encourage teams to scale output before proving its value.</p>



<p class="wp-block-paragraph">ADEME specifically warns that AI assessments must account for indirect effects, including rebound effects. <strong>When a process becomes more efficient and accessible, total usage may rise enough to offset part of the original saving.</strong> [2]</p>



<p class="wp-block-paragraph">Growth has seen this pattern before: more advertising inventory did not guarantee better acquisition, automation did not necessarily improve nurturing, and a larger volume of content did not automatically create authority or organic demand. AI can amplify the same mistakes at much greater speed.</p>



<figure class="wp-block-image size-large has-custom-border"><img loading="lazy" decoding="async" width="683" height="1024" src="https://www.saminghiasi.com/wp-content/uploads/2026/07/marketing-683x1024.jpg" alt="" class="wp-image-3649" style="border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-left-radius:30px;border-bottom-right-radius:30px" srcset="https://www.saminghiasi.com/wp-content/uploads/2026/07/marketing-683x1024.jpg 683w, https://www.saminghiasi.com/wp-content/uploads/2026/07/marketing-200x300.jpg 200w, https://www.saminghiasi.com/wp-content/uploads/2026/07/marketing-768x1152.jpg 768w, https://www.saminghiasi.com/wp-content/uploads/2026/07/marketing-1024x1536.jpg 1024w, https://www.saminghiasi.com/wp-content/uploads/2026/07/marketing-1366x2048.jpg 1366w, https://www.saminghiasi.com/wp-content/uploads/2026/07/marketing-scaled.jpg 1707w" sizes="auto, (max-width: 683px) 100vw, 683px" data-mwl-img-id="3649" /></figure>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Content</strong></h3>



<p class="wp-block-paragraph">Producing 100 articles instead of ten is not a growth result.</p>



<p class="wp-block-paragraph">If the additional content repeats existing ideas, competes for the same search intent or attracts irrelevant traffic, production has scaled while demand has not.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Outbound</strong></h3>



<p class="wp-block-paragraph">AI can research accounts and generate personalised messages at considerable volume.</p>



<p class="wp-block-paragraph">If targeting is poor, it simply makes irrelevant outreach look more polished. The business creates more activity, model usage and reputational risk without producing more qualified conversations.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Agents</strong></h3>



<p class="wp-block-paragraph">One customer request may trigger planning, retrieval, reasoning, verification and generation across several model calls.</p>



<p class="wp-block-paragraph">What matters is not the number of actions performed, but the proportion of tasks completed correctly and with proportionate resources.</p>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">
<p class="wp-block-paragraph"><em>When production becomes cheaper, the risk is not simply that companies create more. <strong>It is that they create more without becoming more useful</strong>.</em></p>
</blockquote>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Efficiency needs an ecological boundary</strong></h3>



<p class="wp-block-paragraph">Improving energy efficiency per request will not be enough if the total number of requests, features and facilities continues to rise. A more efficient system can still increase overall pressure when it is deployed everywhere, including where it adds little value.</p>



<p class="wp-block-paragraph">Growth teams therefore need to assess necessity before optimisation. Before asking how cheaply or efficiently a workflow can run, they should ask whether it needs AI, whether a simpler system can perform the task, <strong>and whether the outcome justifies the additional demand.</strong></p>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>From cost per token to cost per useful outcome</strong></h2>



<p class="wp-block-paragraph">Tokens are valuable for technical monitoring and billing.</p>



<figure class="wp-block-image size-large has-custom-border"><img loading="lazy" decoding="async" width="683" height="1024" src="https://www.saminghiasi.com/wp-content/uploads/2026/07/ai-help-683x1024.jpg" alt="" class="wp-image-3650" style="border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-left-radius:30px;border-bottom-right-radius:30px" srcset="https://www.saminghiasi.com/wp-content/uploads/2026/07/ai-help-683x1024.jpg 683w, https://www.saminghiasi.com/wp-content/uploads/2026/07/ai-help-200x300.jpg 200w, https://www.saminghiasi.com/wp-content/uploads/2026/07/ai-help-768x1152.jpg 768w, https://www.saminghiasi.com/wp-content/uploads/2026/07/ai-help-1024x1536.jpg 1024w, https://www.saminghiasi.com/wp-content/uploads/2026/07/ai-help-1366x2048.jpg 1366w, https://www.saminghiasi.com/wp-content/uploads/2026/07/ai-help-scaled.jpg 1707w" sizes="auto, (max-width: 683px) 100vw, 683px" data-mwl-img-id="3650" /></figure>



<p class="wp-block-paragraph">A cheaper model call is not automatically a better decision if the result requires extensive correction, creates a poor customer experience or fails to influence revenue.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Commercial cost per useful outcome</strong></h3>



<p class="wp-block-paragraph"><strong>Cost per Useful Outcome</strong> offers a more useful starting point by connecting the full operational cost of a workflow to a verified result. The principle is not new. It applies familiar unit-economics thinking to AI workflows, while tracking resource intensity alongside financial and operational costs.</p>



<p class="wp-block-paragraph">It can improve commercial discipline, but it should sit within clear ecological limits. A workflow may perform well financially and still be unacceptable if it depends on avoidable infrastructure, unnecessary land artificialisation or additional withdrawals in a water-stressed territory.</p>



<p class="wp-block-paragraph">The calculation should include: <strong>Platform and API costs + implementation + human review + correction and failure costs</strong></p>



<p class="wp-block-paragraph">divided by: <strong>Verified successful outcomes</strong></p>



<p class="wp-block-paragraph">The successful outcome depends on the use case. It could be:</p>



<ul class="wp-block-list">
<li>Qualified meeting</li>



<li>Incremental conversion</li>



<li>Activated user</li>



<li>Retained customer</li>



<li>Accurately resolved request</li>



<li>Completed internal task</li>



<li>Creative asset that improved campaign performance</li>
</ul>



<p class="wp-block-paragraph"><strong>The outcome must be defined before the workflow is expanded.</strong></p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Resource intensity per useful outcome</strong></h3>



<p class="wp-block-paragraph">Environmental and technical indicators should be tracked alongside the commercial calculation, not mixed into the same unit.</p>



<p class="wp-block-paragraph">Depending on the data available, these could include:</p>



<ul class="wp-block-list">
<li>Model calls per successful outcome</li>



<li>Tokens or compute per outcome</li>



<li>Energy per outcome</li>



<li>Water estimates supplied by the provider</li>



<li>Percentage of work routed through smaller models</li>



<li>Human corrections per outcome</li>



<li>Quality of the vendor’s environmental disclosure</li>
</ul>



<figure class="wp-block-table"><table class="has-fixed-layout"><tbody><tr><th>AI workflow</th><th>Weak metric</th><th>Useful outcome</th><th>Efficiency signal</th></tr></tbody></table></figure>



<figure class="wp-block-table"><table class="has-fixed-layout"><tbody><tr><td><em>Content creation</em></td><td>Drafts generated</td><td>Qualified traffic, conversions and influenced pipeline</td><td>Calls and review time per performing article</td></tr></tbody></table></figure>



<figure class="wp-block-table"><table class="has-fixed-layout"><tbody><tr><td><em>Outbound personalisation</em></td><td>Messages produced</td><td>Qualified replies, meetings and opportunities</td><td>AI cost per opportunity</td></tr></tbody></table></figure>



<figure class="wp-block-table"><table class="has-fixed-layout"><tbody><tr><td><em>Customer support</em></td><td>Conversations automated</td><td>Accurate resolution and customer satisfaction</td><td>Calls, escalations and cost per resolution</td></tr></tbody></table></figure>



<figure class="wp-block-table"><table class="has-fixed-layout"><tbody><tr><td><em>AI agents</em></td><td>Steps completed</td><td>Correct end-to-end task completion</td><td>Calls, errors and human interventions per task</td></tr></tbody></table></figure>



<p class="wp-block-paragraph">The objective is <strong>to make</strong> a better commercial decision about whether each use case merits continued investment.</p>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>What resource-aware growth looks like</strong></h2>



<p class="wp-block-paragraph">Resource-aware growth requires the same discipline already expected in acquisition, experimentation and revenue operations.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Begin with a defined problem</strong></h3>



<p class="wp-block-paragraph">“We need an AI agent” is not a business case.</p>



<p class="wp-block-paragraph">“We need to reduce the time Sales spends researching accounts without lowering research quality” is one.</p>



<p class="wp-block-paragraph">A clear problem makes it possible to compare the AI-supported workflow with the existing process.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Establish a baseline</strong></h3>



<p class="wp-block-paragraph">Before implementation, measure:</p>



<ul class="wp-block-list">
<li>Time required</li>



<li>Current cost</li>



<li>Output quality</li>



<li>Error rate</li>



<li>Conversion or completion rate</li>
</ul>



<p class="wp-block-paragraph">Without a baseline, adoption is easily confused with improvement.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Prove incrementality</strong></h3>



<p class="wp-block-paragraph">Use control groups, phased deployment or before-and-after analysis to determine whether AI changed the outcome.</p>



<p class="wp-block-paragraph">A generated landing-page variation that performs no better than the original has not created incremental growth.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Match the model to the task</strong></h3>



<p class="wp-block-paragraph">Not every activity requires the largest available model.</p>



<p class="wp-block-paragraph"><em>Classification, extraction, routing and structured rewriting may be handled effectively by smaller or specialised systems.</em></p>



<p class="wp-block-paragraph">A more resource-intensive model is justified when it materially improves accuracy, commercial performance or risk management.</p>



<figure class="wp-block-image size-large has-custom-border"><img loading="lazy" decoding="async" width="1024" height="683" src="https://www.saminghiasi.com/wp-content/uploads/2026/07/workflow-1024x683.jpg" alt="" class="wp-image-3653" style="border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-left-radius:30px;border-bottom-right-radius:30px" srcset="https://www.saminghiasi.com/wp-content/uploads/2026/07/workflow-1024x683.jpg 1024w, https://www.saminghiasi.com/wp-content/uploads/2026/07/workflow-300x200.jpg 300w, https://www.saminghiasi.com/wp-content/uploads/2026/07/workflow-768x512.jpg 768w, https://www.saminghiasi.com/wp-content/uploads/2026/07/workflow-1536x1024.jpg 1536w, https://www.saminghiasi.com/wp-content/uploads/2026/07/workflow.jpg 1920w" sizes="auto, (max-width: 1024px) 100vw, 1024px" data-mwl-img-id="3653" /></figure>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Build stopping rules</strong></h3>



<p class="wp-block-paragraph">AI workflows can expand automatically, which makes operational limits essential.</p>



<p class="wp-block-paragraph">These may include:</p>



<ul class="wp-block-list">
<li>Usage budgets</li>



<li>Maximum calls per task</li>



<li>Model-routing rules</li>



<li>Confidence thresholds</li>



<li>Human review requirements</li>



<li>Content-volume limits</li>



<li>Performance thresholds below which an experiment stops</li>
</ul>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Ask vendors better questions</strong></h3>



<p class="wp-block-paragraph">Buyers may not receive complete environmental data today, but they can still ask:</p>



<ul class="wp-block-list">
<li>Where are workloads processed?</li>



<li>Can the model or processing region be selected?</li>



<li>Are smaller models available?</li>



<li>Does the system use model routing?</li>



<li>Is usage visible by workflow?</li>



<li>Has the provider published lifecycle or inference data?</li>



<li>What does its methodology include?</li>



<li>Which impacts remain estimated?</li>
</ul>



<p class="wp-block-paragraph"><strong>The ability to answer clearly can become part of vendor trust.</strong></p>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>What should Europe require before scaling further?</strong></h2>



<p class="wp-block-paragraph">The EU already requires data centres with installed IT power demand of at least 500 kW to report energy and water indicators to a European database.</p>



<p class="wp-block-paragraph">The framework covers total energy and water use, Power Usage Effectiveness, Water Usage Effectiveness and waste-heat reuse. Public information is currently published at aggregated Member State and EU levels. [7][8]</p>



<p class="wp-block-paragraph">The Commission is also preparing a wider Data Centre Energy Efficiency Package, including a common European rating scheme and future minimum performance standards. [7]</p>



<p class="wp-block-paragraph"><strong>This does not yet provide workload-level transparency. A buyer cannot use the database to identify the water footprint of its chatbot or campaign.</strong></p>



<p class="wp-block-paragraph">Energy and water efficiency are moving from an internal infrastructure concern towards reporting, procurement and competition.</p>



<h3 class="wp-block-heading" style="font-size:clamp(14.642px, 0.915rem + ((1vw - 3.2px) * 0.836), 22px);"><strong>From reporting to responsible infrastructure decisions</strong></h3>



<p class="wp-block-paragraph">Europe now has an opportunity to define the conditions under which additional capacity is acceptable. Rather than treating every forecast of AI demand as a reason to build, policymakers, providers and buyers should ask:</p>



<ul class="wp-block-list">
<li>Can an existing industrial or artificialised site be reused?</li>



<li>Is the proposed location already exposed to water stress?</li>



<li>Has a complete environmental assessment been carried out?</li>



<li>Would the facility replace existing foreign capacity or simply add to total demand?</li>



<li>How will habitats, soils and ecological corridors be protected?</li>



<li>Could smaller models or fewer calls deliver the same outcome?</li>



<li>Can users disable generative features they do not need?</li>



<li>Are energy, water, hardware and lifecycle impacts reported transparently?</li>
</ul>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<p class="wp-block-paragraph"><strong>A credible provider should be able to explain which models it uses, where workloads run, how tasks are routed, what its assessment includes and how efficiency changes across use cases.</strong></p>



<p class="wp-block-paragraph">The French competition authority has already identified frugality as a potential competitive parameter that can influence price, quality and innovation. [5]</p>



<p class="wp-block-paragraph">These conditions could help Europe develop an AI model shaped by greater transparency, resource restraint and territorial responsibility, rather than measuring success only through capacity.</p>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>FAQ</strong></h2>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Does every AI prompt consume the same amount of water?</strong></h3>



<p class="wp-block-paragraph">No. The result depends on the model, task, hardware, location, cooling technology, electricity source and assessment methodology. <strong>A number calculated for one provider should not be generalised to all AI interactions.</strong></p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Did the French court suspend the Alixan project because of water consumption?</strong></h3>



<p class="wp-block-paragraph">No. The court found that the project required an environmental impact assessment and identified serious doubts about compliance with planning rules. The decision is an interim suspension, not a final cancellation. [1]</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Are France’s data-centre water figures specific to AI?</strong></h3>



<p class="wp-block-paragraph">No. Data centres support many digital activities. Current public reporting does not isolate AI workloads from the rest of a facility’s operations. [4][5]</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Should companies use less AI?</strong></h3>



<p class="wp-block-paragraph">The better goal is selective and measurable use. Companies should identify where AI creates meaningful value, choose an appropriate model and stop expanding workflows that produce activity without useful results.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Why should growth teams care?</strong></h3>



<p class="wp-block-paragraph">Growth teams influence which workflows are deployed, how frequently models are called and whether those systems continue to scale. <strong>These decisions affect margins, customer experience and infrastructure demand.</strong></p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Can efficiency become a competitive advantage for European AI?</strong></h3>



<p class="wp-block-paragraph">Potentially. Efficient models, regional infrastructure, transparent methodologies and auditable reporting can support lower costs, stronger procurement cases and greater trust. European origin alone is not enough.</p>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>Conclusion</strong></h2>



<p class="wp-block-paragraph">July 2026 has made the tension surrounding Europe’s AI ambitions unusually visible. A French court suspended an AI infrastructure permit because the required environmental assessment had not been carried out, ADEME called for greater transparency and lifecycle measurement, and the EU launched its call for up to seven AI gigafactories, backed by up to <strong>€10 billion in potential public funding and at least €20 billion in expected private investment.</strong> [1][2][3]</p>



<p class="wp-block-paragraph">These developments are unfolding within a wider ecological reality. Earth Overshoot Day fell on 30 July, while France was experiencing its third official heatwave of the summer and nearly <strong>495,000 hectares had been mapped as burned across the EU in 2026.</strong> These events were not caused by AI infrastructure, but they show how heavily land, water and energy systems are already being tested. Additional data-centre capacity can increase that pressure, particularly in water-scarce regions and during periods of extreme heat. [11][12][13]</p>



<p class="wp-block-paragraph">AI can support research, medicine, accessibility, conservation and everyday work. Its usefulness should encourage more careful decisions about which applications deserve to scale and what each new facility asks of land, water and energy.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Water must remain a public and ecological priority</strong></h3>



<p class="wp-block-paragraph"><em>Water is both a human right and a shared ecological resource.</em> French law gives priority to essential human needs while requiring the protection of aquatic ecosystems and natural water systems. These principles should define the conditions under which industrial and digital uses are authorised, particularly during droughts and heatwaves. [14][15]</p>



<p class="wp-block-paragraph">Europe still has an opportunity to regulate before rising demand becomes difficult to challenge. This means careful siting, full environmental assessments, transparent lifecycle information, smaller or specialised models where they are sufficient, and the ability to refuse projects whose public value does not justify their local ecological cost.</p>



<h3 class="wp-block-heading" style="font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.989), 25px);"><strong>Where growth teams can make a difference</strong></h3>



<p class="wp-block-paragraph">Growth teams influence which applications become normal, which experiments continue and which automated processes multiply. Measuring useful outcomes can help distinguish applications that genuinely improve people’s work or lives from those that mainly produce more volume.</p>



<p class="wp-block-paragraph"><strong>AI is already part of our economic and social systems, which makes strong regulation essential. </strong>European leadership should be judged not only by the computing capacity it builds, but by the care with which it decides what deserves scarce land, water and energy.</p>



<p class="wp-block-paragraph">💌 If you want more essays on ethical growth, trust-led marketing and practical B2B growth systems, you can join <strong>Conscious Growth Dispatch</strong> <a href="https://ae719526.sibforms.com/serve/MUIFAIpuQgkzbH7ocAUfp-MddGyLVu6WHRy7S-3VEO8E0XoxMbXZF0QqDJKgl87y6GiP7nCPeozL81SHic3JTuZJXiv0fW6eh5tq4IbBTS3PdhE4s-_mP20cjUt30OFHZsqGi9L5UE0M8Kb0OfJJdd9xpVSalUYTOCUPdt1aq3p5fTh5KWav-G3_DFmKvcfJ2lKOpVTgXvjFofPe" target="_blank" rel="noreferrer noopener"><strong>here</strong></a>.</p>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h2 class="wp-block-heading" style="font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.474), 34px);"><strong>Sources</strong></h2>



<p class="wp-block-paragraph">[1] Grenoble Administrative Court, <em><a href="https://grenoble.tribunal-administratif.fr/decisions-de-justice/dernieres-decisions/suspension-du-projet-de-datacenter-a-alixan" target="_blank" rel="noreferrer noopener">Suspension du projet de Datacenter à Alixan</a></em>, 10 July 2026. The court temporarily suspended the permit for an AI computer centre requiring more than 60 MW at full capacity.</p>



<p class="wp-block-paragraph">[2] ADEME, <em><a href="https://www.ademe.fr/presse/communique-national/ia-generative-comment-quantifier-les-impacts/" target="_blank" rel="noreferrer noopener">IA générative, comment quantifier les impacts ?</a></em>, 22 July 2026. ADEME reviews the direct and indirect environmental effects of generative and agentic AI and recommends standardised measurement, greater transparency and attention to rebound effects.</p>



<p class="wp-block-paragraph">[3] European Commission Representation in France, <em><a href="https://france.representation.ec.europa.eu/informations-et-evenements/informations/lue-lance-un-appel-doffres-pour-les-giga-fabriques-dia-afin-de-renforcer-la-capacite-de-calcul-de-2026-07-30_fr" target="_blank" rel="noreferrer noopener">L’UE lance un appel d’offres pour les giga-fabriques d’IA</a></em>, 30 July 2026. The call supports up to seven gigafactories with up to €10 billion in public funding and at least €20 billion in expected private investment.</p>



<p class="wp-block-paragraph">[4] ARCEP, <em><a href="https://www.arcep.fr/fileadmin/cru-1774267598/user_upload/27-25-version-francaise.pdf" target="_blank" rel="noreferrer noopener">Enquête annuelle Pour un numérique soutenable</a></em>, 17 April 2025. ARCEP reports that the French data centres covered by its survey withdrew 681,000 cubic metres of water in 2023, primarily drinking water.</p>



<p class="wp-block-paragraph">[5] Autorité de la concurrence, <em><a href="https://www.autoritedelaconcurrence.fr/sites/default/files/2026-01/Etude_IA_Energie_ADLC_compressed.pdf" target="_blank" rel="noreferrer noopener">Étude sur les enjeux concurrentiels liés à l’impact énergétique et environnemental de l’intelligence artificielle</a></em>, 17 December 2025. The study covers energy costs, direct and indirect water use, environmental transparency and AI frugality as a competitive parameter.</p>



<p class="wp-block-paragraph">[6] Mistral AI, <em><a href="https://mistral.ai/news/our-contribution-to-a-global-environmental-standard-for-ai/" target="_blank" rel="noreferrer noopener">Our contribution to a global environmental standard for AI</a></em>, 22 July 2025. Mistral reports the lifecycle footprint of Mistral Large 2 and the estimated marginal impact of a 400-token Le Chat response.</p>



<p class="wp-block-paragraph">[7] European Commission, <em><a href="https://energy.ec.europa.eu/topics/energy-efficiency/energy-efficiency-targets-directive-and-rules/energy-efficiency-directive/energy-performance-data-centres_en" target="_blank" rel="noreferrer noopener">Energy performance of data centres</a></em>, accessed 31 July 2026. The page explains the European reporting database, its water and energy indicators and the planned Data Centre Energy Efficiency Package.</p>



<p class="wp-block-paragraph">[8] European Union, <a href="https://eur-lex.europa.eu/eli/reg_del/2024/1364/2024-05-17/eng" target="_blank" rel="noreferrer noopener">Commission Delegated Regulation (EU) 2024/1364</a>, 14 March 2024. The regulation establishes reporting requirements and sustainability indicators for data centres with installed IT power demand of at least 500 kW.</p>



<p class="wp-block-paragraph">[9] Office français de la biodiversité, <a href="https://ofb.gouv.fr/lutter-contre-artificialisation-des-sols" target="_blank" rel="noreferrer noopener"><em>Lutter contre l’artificialisation des sols</em></a>. The OFB explains that soils host close to 60% of terrestrial biodiversity and that artificialisation damages their biological, hydrological and climatic functions.</p>



<p class="wp-block-paragraph">[10] European Environment Agency, <a href="https://www.eea.europa.eu/en/analysis/indicators/use-of-freshwater-resources-in-europe-1" target="_blank" rel="noreferrer noopener"><em>Water scarcity conditions in Europe</em></a>, updated 2026. Water scarcity affected 28% of EU territory and 32% of its population during at least one season in 2023.</p>



<p class="wp-block-paragraph">[11] Global Footprint Network, <a href="https://overshoot.footprintnetwork.org/newsroom/press-release-june-2026-english/" target="_blank" rel="noreferrer noopener"><em>Earth Overshoot Day 2026 falls on July 30</em></a>, 5 June 2026. The calculation estimates that humanity is using ecological resources and services 73% faster than Earth can regenerate them, equivalent to 1.73 Earths.</p>



<p class="wp-block-paragraph">[12] Météo-France, <em><a href="https://meteofrance.com/actualites/orages-violents-sur-une-grande-partie-du-pays-fortes-chaleurs-dans-le-sud-est" target="_blank" rel="noreferrer noopener">Orages et fortes chaleurs à l’est</a></em>, 30 July 2026. Météo-France confirms that the heatwave beginning on 28 July was the third national heatwave of summer 2026. It followed two earlier summer heatwaves and an exceptionally early May heat episode that did not meet the national heatwave threshold.</p>



<p class="wp-block-paragraph">[13] European Forest Fire Information System, <a href="https://effis.jrc.ec.europa.eu/apps/effis.statistics/estimates" target="_blank" rel="noreferrer noopener"><em>EFFIS Statistics Portal</em></a>, accessed 31 July 2026. EFFIS had mapped approximately 495,000 hectares burned across EU countries during 2026, including 91,057 hectares in France. The figures are updated regularly and principally cover fires of approximately 30 hectares or more.</p>



<p class="wp-block-paragraph">[14] UN-Water, <a href="https://www.unwater.org/water-facts/human-rights-water-and-sanitation" target="_blank" rel="noreferrer noopener"><em>Human Rights to Water and Sanitation</em></a>. The United Nations recognises access to sufficient, safe, acceptable, physically accessible and affordable water for personal and domestic use as a human right.</p>



<p class="wp-block-paragraph">[15] Légifrance, <a href="https://www.legifrance.gouv.fr/codes/id/LEGISCTA000022494764/" target="_blank" rel="noreferrer noopener"><em>French Environmental Code, Articles L210-1 and L211-1</em></a>. French law defines water as part of the nation’s common heritage, recognises access to drinking water for essential uses and requires the preservation of aquatic ecosystems, wetlands and natural balances.</p>



<p class="wp-block-paragraph">[16] RTE, <em><a href="https://www.rte-france.com/bases-electricite/consommation-electricite/essor-data-centers-france" target="_blank" rel="noreferrer noopener">Les data centers en chiffres clés</a></em>, 2026. RTE estimates that data centres currently consume around 10 TWh, approximately 2% of France’s annual electricity consumption. This could rise to between 23 and 28 TWh, around 4% of national consumption, by 2035.</p>
<p>The post <a href="https://www.saminghiasi.com/hidden-cost-ai-growth-europe/">The Hidden Cost of AI Growth</a> appeared first on <a href="https://www.saminghiasi.com">SAMIN GHIASI | GROWTH MARKETING CONSULTANT | FR/EN</a>.</p>
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			</item>
		<item>
		<title>SEO for Good: Content That Powers Purpose and Growth</title>
		<link>https://www.saminghiasi.com/seo-for-good-sustainable-content/</link>
		
		<dc:creator><![CDATA[SaminG]]></dc:creator>
		<pubDate>Tue, 29 Jul 2025 17:00:44 +0000</pubDate>
				<category><![CDATA[Growth Fundamentals]]></category>
		<category><![CDATA[AI search 2025]]></category>
		<category><![CDATA[carbon-conscious content]]></category>
		<category><![CDATA[content ethics]]></category>
		<category><![CDATA[digital sustainability]]></category>
		<category><![CDATA[E-E-A-T]]></category>
		<category><![CDATA[ethical SEO]]></category>
		<category><![CDATA[green web design]]></category>
		<category><![CDATA[long-term SEO strategy]]></category>
		<category><![CDATA[Paris]]></category>
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		<category><![CDATA[Samin Ghiasi]]></category>
		<category><![CDATA[semantic SEO]]></category>
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		<category><![CDATA[SEO for good]]></category>
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					<description><![CDATA[<p>Part 9 of the July blog series on The Growth Ethos. Subscribe here to follow the full series. Search is changing fast. For mission-driven brands, it’s no longer just about keywords. It’s a test of ethics, trust, and technical clarity. &#8220;From AI-powered overviews to carbon-conscious web practices, this guide explores how to make your search [&#8230;]</p>
<p>The post <a href="https://www.saminghiasi.com/seo-for-good-sustainable-content/">SEO for Good: Content That Powers Purpose and Growth</a> appeared first on <a href="https://www.saminghiasi.com">SAMIN GHIASI | GROWTH MARKETING CONSULTANT | FR/EN</a>.</p>
]]></description>
										<content:encoded><![CDATA[<div class="wp-block-post-time-to-read">5–7 minutes</div>


<p class="wp-block-paragraph"><strong>Part 9 of the July blog series on <em>The Growth Ethos</em>. <a href="https://ae719526.sibforms.com/serve/MUIFAMDVP9VXw2JtZ9uzpN82XT7r6vCNnztbhCB72dvFuRDKiGFHYnpL9U8KsB0rgg2q-YAljAx1WfOVz0Y9fnzPvJwwep2j9LlYOUi5vtUyGPuyVhyMYlWlKQ9_1pZD8dZQ53cPQx8OCWuZ_Y93d6XkaCMVljV0Ruz0vLfpwjpAFdGVUwFb5Jxk4kAvvy8D7DjY_bFxD_r4xy7s" target="_blank" rel="noreferrer noopener">Subscribe here</a> to follow the full series.</strong></p>



<p class="wp-block-paragraph">Search is changing fast. For mission-driven brands, it’s no longer just about keywords. <strong>It’s a test of ethics, trust, and technical clarity.</strong></p>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">
<p class="wp-block-paragraph"><em>&#8220;From AI-powered overviews to carbon-conscious web practices, this guide explores how to make your search presence sustainable, human-centered, and genuinely impactful.&#8221;</em></p>
</blockquote>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h3 class="wp-block-heading"><strong>1. Surfacing in the new search world</strong></h3>



<p class="wp-block-paragraph">Traditional search rankings still matter, but AI-generated summaries and zero-click experiences are reshaping how users find information. Recent research indicates <strong>AI Overviews now appear in approximately 13-19% of search results</strong>, with their presence continuing to grow throughout 2024 and into 2025 [1, 2].</p>



<p class="wp-block-paragraph">This trend means that when AI Overviews appear, users are less likely to click through to individual websites, with studies in March 2025 showing a significant drop in click-through rates [3].</p>



<p class="wp-block-paragraph">To be included in AI Overviews, your content needs to be structured for clarity and machine readability:</p>



<ul class="wp-block-list">
<li><strong>Headings that ask and answer genuine queries</strong>: Frame your headings as questions users might type into a search engine.</li>



<li><strong>Paragraphs under 60 words</strong>: Concise paragraphs are easier for AI to digest and summarise.</li>



<li><strong>Semantic formatting (e.g., <code>&lt;h2&gt;</code>, <code>&lt;p&gt;</code>, <code>&lt;ul&gt;</code>)</strong>: Using proper HTML tags helps search engines and AI understand your content’s structure and hierarchy.</li>
</ul>



<p class="wp-block-paragraph">You’re engineering relevance for both human readers and AI systems.</p>



<h3 class="wp-block-heading"><strong>2. Writing with carbon in mind</strong></h3>



<p class="wp-block-paragraph"><span style="text-decoration: underline;">Sustainable web design is no longer optional</span>. Consumer expectations around environmental responsibility are driving business decisions across all sectors, including digital presence.</p>



<figure class="wp-block-image size-full"><img loading="lazy" decoding="async" width="1000" height="1000" src="https://www.saminghiasi.com/wp-content/uploads/2025/07/The-Internets-Carbon-Footprint-A-Global-Snapshot-Samin-Ghiasi.jpg" alt="Bar chart comparing global internet emissions (3.7%), average webpage CO₂ footprint (0.36g), and high emissions from poorly optimised sites." class="wp-image-1029" srcset="https://www.saminghiasi.com/wp-content/uploads/2025/07/The-Internets-Carbon-Footprint-A-Global-Snapshot-Samin-Ghiasi.jpg 1000w, https://www.saminghiasi.com/wp-content/uploads/2025/07/The-Internets-Carbon-Footprint-A-Global-Snapshot-Samin-Ghiasi-300x300.jpg 300w, https://www.saminghiasi.com/wp-content/uploads/2025/07/The-Internets-Carbon-Footprint-A-Global-Snapshot-Samin-Ghiasi-150x150.jpg 150w, https://www.saminghiasi.com/wp-content/uploads/2025/07/The-Internets-Carbon-Footprint-A-Global-Snapshot-Samin-Ghiasi-768x768.jpg 768w" sizes="auto, (max-width: 1000px) 100vw, 1000px" data-mwl-img-id="1029" /></figure>



<p class="wp-block-paragraph">The internet currently produces <strong>approximately 3.7% of global carbon emissions</strong>, a figure comparable to the airline industry. Individual websites contribute to this footprint. While the average webpage produces approximately <strong>0.36 grams CO2 equivalent per pageview</strong>, poorly optimised sites can produce significantly more [4, 5].</p>



<p class="wp-block-paragraph">Efficient, fast-loading sites reduce both friction and environmental impact.</p>



<ul class="wp-block-list">
<li><strong>Target under 500KB per page, where possible</strong>: Aim for lean pages to reduce data transfer.</li>



<li><strong>Use green hosting</strong>: Choose hosting providers that power their operations with renewable energy.</li>



<li><strong>Optimise your media</strong>: Compress images and videos without compromising quality.</li>
</ul>



<p class="wp-block-paragraph">Eco-conscious design is a credibility multiplier.</p>



<h3 class="wp-block-heading"><strong>3. Aligning content with real intent</strong></h3>



<p class="wp-block-paragraph">Modern search algorithms reward content that directly answers user questions with a clear structure and relevant context. Rather than keyword stuffing, focus on:</p>



<ul class="wp-block-list">
<li><strong>Starting with questions your audience searches for</strong>: Use tools to understand user intent behind search queries.</li>



<li><strong>Offering clear answers in the first paragraph</strong>: Provide immediate value to the reader.</li>



<li><strong>Supporting claims with evidence and examples</strong>: Build credibility and depth into your content.</li>



<li><strong>Using descriptive subheadings that guide readers and search algorithms</strong>: Create a logical flow for both humans and machines.</li>
</ul>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">
<p class="wp-block-paragraph">&#8220;<em>Google’s systems increasingly prioritise content that demonstrates clear expertise and provides genuine value over <strong>what is</strong> optimised purely for search metrics.</em>&#8220;</p>
</blockquote>



<h3 class="wp-block-heading"><strong>4. Building trust with transparency</strong></h3>



<p class="wp-block-paragraph">Google’s <strong>E-E-A-T framework—Experience, Expertise, Authoritativeness, and Trustworthiness</strong>—has become central to search rankings. Pages with clear authorship, source attribution, and original thinking consistently outperform generic content [6, 7].</p>



<p class="wp-block-paragraph">Key trust signals include:</p>



<ul class="wp-block-list">
<li><strong>Real author bylines with credentials</strong>: Show who is behind the content and why they are qualified.</li>



<li><strong>Links to credible sources</strong>: Cite your references to support your claims.</li>



<li><strong>Original research or expert commentary</strong>: Offer unique insights and perspectives.</li>



<li><strong>Clear context and evidence for claims</strong>: Provide the necessary background and proof.</li>
</ul>



<p class="wp-block-paragraph">This is especially important for <strong>health, finance, or sustainability topics</strong> (often referred to as Your Money or Your Life – YMYL content).</p>



<h3 class="wp-block-heading"><strong>5. Making your site faster, cleaner, and more persuasive</strong></h3>



<p class="wp-block-paragraph">Performance <strong>optimisation</strong> serves both users and the environment. Bloated websites don&#8217;t just frustrate visitors; they also consume more energy. In contrast, lightweight sites load <strong>quickly</strong>, use less energy, and generally convert more <strong>effectively</strong>.</p>



<p class="wp-block-paragraph"><strong>Real examples of sustainable web optimisation:</strong></p>



<ul class="wp-block-list">
<li><strong>Organic Basics</strong> created a “low impact” website using minimal scripting and efficient design, significantly reducing its carbon emissions per page view by up to 70% while maintaining full functionality [8].</li>



<li>Many <strong>organisations</strong> have seen <strong>conversion improvements when reducing page load times</strong>. <br>For instance, a 1-second delay in mobile page load can decrease conversions by up to 20%, and sites that load in just 1 second often achieve significantly higher conversion rates than <strong>slower alternatives</strong> [9, 10].</li>
</ul>



<p class="wp-block-paragraph">Ultimately, better performance means <strong>reduced energy consumption</strong> per visit, an <strong>improved user experience</strong>, <strong>higher conversion rates</strong>, and <strong>lower bounce rates</strong>.</p>



<h3 class="wp-block-heading"><strong>6. Defining success by depth, not clicks</strong></h3>



<p class="wp-block-paragraph">Forget simply counting clicks. Modern SEO success is about <strong>meaningful engagement</strong>. <br><br>We need to look at how people truly connect with your content, not just how many see it. So, what should you measure instead? Focus on these key areas:</p>



<p class="wp-block-paragraph"><strong>a. Engaged time:</strong> Are users spending sufficient time on your pages? Think for more than 30 seconds of active reading. <br><strong>b. Return visits: </strong>Do people come back to your site? This clearly shows your content is valuable and trustworthy. <br><strong>c. Organic conversions:</strong> Are visitors taking action from search, such as signing up for newsletters or filling out contact forms? <br><strong>d. Quality referrals:</strong> These are links or mentions from reputable sources, which <strong>significantly</strong> build your authority. <br><strong>e. Long-term performance:</strong> How does your content hold up over months and even years, not just fleeting days?</p>



<p class="wp-block-paragraph">Remember, <strong>quality traffic builds sustainable growth.</strong> Lots of visitors who don’t engage rarely bring lasting value.</p>



<h3 class="wp-block-heading has-large-font-size"><strong>Takeaways:</strong></h3>



<ul class="wp-block-list">
<li><strong>Structure for both humans and machines</strong> with clear headings, concise paragraphs, and semantic formatting.</li>



<li><strong>Reduce emissions by cutting down on</strong> weight through optimised images, clean code, and efficient hosting.</li>



<li><strong>Build E-E-A-T into every page</strong> with clear authorship, credible sources, and original expertise.</li>



<li><strong>Design for speed, clarity, and credibility</strong> rather than just search rankings.</li>



<li><strong>Optimise for outcomes</strong> by measuring engagement and conversions.</li>
</ul>



<p class="wp-block-paragraph">SEO for good is for building a sustainable, trustworthy digital presence within your community.</p>



<h4 class="wp-block-heading has-large-font-size"><strong>Sources:</strong></h4>



<p class="wp-block-paragraph">[1] <a href="https://www.semrush.com/blog/semrush-ai-overviews-study/" target="_blank" rel="noreferrer noopener">Semrush. &#8220;Semrush AI Overviews Study: What 2025 SEO Data Tells Us About Google&#8217;s Search Shift.&#8221;</a><br>[2] <a href="https://www.wordstream.com/blog/google-ai-overviews-statistics" target="_blank" rel="noreferrer noopener">WordStream. &#8220;34 AI Overviews Stats &amp; Facts [2025].&#8221;</a><br>[3] <a href="https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/">Pew Research Centre. &#8220;Google users are less likely to click on links when an AI summary appears in the results.&#8221;</a><br>[4] <a href="https://www.websitecarbon.com/" target="_blank" rel="noreferrer noopener">Website Carbon Calculator. &#8220;How does your website&#8217;s carbon footprint compare?&#8221;</a><br>[5] <a href="https://www.sustainablewebdesign.org/blog/estimating-digital-emissions/" target="_blank" rel="noreferrer noopener">The Green Web Foundation (via Sustainable Web Design). &#8220;Estimating Digital Emissions.&#8221;</a> <em>(Note: While Sustainable Web Design links to a 2018 source for the 3.7% figure, it remains a commonly cited and relevant statistic for illustrating the scale of digital emissions.)</em><br>[6] <a href="https://www.loungelizard.com/blog/navigating-google-eeat-a-game-changer-for-seo/" target="_blank" rel="noreferrer noopener">Lounge Lizard. &#8220;Navigating Google EEAT in 2025: A Game-Changer for SEO Success.&#8221;</a><br>[7] <a href="https://www.sitecentre.com.au/blog/google-eat" target="_blank" rel="noreferrer noopener">Sitecentre. &#8220;Google E-E-A-T: Algorithms &amp; The Future of SEO in 2025.&#8221;</a><br>[8] <a href="https://theretailexec.com/supply-chain/low-impact-manifesto-organic-basics/" target="_blank" rel="noreferrer noopener">The Retail Executive. &#8220;The Low Impact Manifesto: Organic Basics&#8217; 10 Guidelines For Building Greener Websites.&#8221;</a><br>[9] <a href="https://wp-rocket.me/blog/website-load-time-speed-statistics/" target="_blank" rel="noreferrer noopener">WP Rocket. &#8220;Website Load Time &amp; Speed Statistics: Is Your Site Fast Enough?&#8221;</a><br>[10] <a href="https://www.sitebuilderreport.com/website-speed-statistics" target="_blank" rel="noreferrer noopener">Site Builder Report. &#8220;20+ Interesting Website Speed Statistics (2025).&#8221;</a></p>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h4 class="wp-block-heading"><strong>WHAT&#8217;S NEXT IN THIS SERIES</strong></h4>



<p class="wp-block-paragraph">This is part 9 of <strong><em><a href="https://www.saminghiasi.com/growth-marketing-101/" target="_blank" rel="noreferrer noopener">The Growth Ethos</a></em></strong>, a 10-post series exploring smarter, more sustainable ways to scale in 2025.</p>



<p class="wp-block-paragraph"><strong>Coming next:</strong><br>→ <a href="https://www.saminghiasi.com/b2b-modeles-collaboratifs-europeens/" target="_blank" rel="noreferrer noopener"><em>B2B : 5 modèles européens qui réinventent la concurrence</em> (in french)</a></p>



<h4 class="wp-block-heading"><strong>LET&#8217;S BUILD SOMETHING BETTER</strong></h4>



<p class="wp-block-paragraph">If you&#8217;re building a product, service, or strategy that values long-term trust and responsible growth—this series is for you.</p>



<p class="wp-block-paragraph">📬 <strong><a href="https://ae719526.sibforms.com/serve/MUIFAAvQyAMegD5w_6OYGD1mCBaVFQi_x_j6e0x1mCKxQQydM8U8YwQ_iZ0HMGy4gGX1p-kqAezI_oVAmEJ-RSTttysDrcj2_-il5yjC4O2Bm1YDAr1U6MrGUi2vx5ZL-dLFtg6SBmkSCS7QF646ACWvo_0B31nWUP8QCIPYk18MlET7X387TldHQmUjjIOZ53gHJNDhEOSj093H" target="_blank" rel="noreferrer noopener">Subscribe to the newsletter</a></strong> and get each new post delivered as it drops. No noise, just real thinking in motion.</p>
<p>The post <a href="https://www.saminghiasi.com/seo-for-good-sustainable-content/">SEO for Good: Content That Powers Purpose and Growth</a> appeared first on <a href="https://www.saminghiasi.com">SAMIN GHIASI | GROWTH MARKETING CONSULTANT | FR/EN</a>.</p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>How to Build a Sustainable Growth Engine Without Burning Budget (or the Planet)</title>
		<link>https://www.saminghiasi.com/sustainable-growth-without-burning-budget/</link>
		
		<dc:creator><![CDATA[SaminG]]></dc:creator>
		<pubDate>Wed, 23 Jul 2025 12:46:03 +0000</pubDate>
				<category><![CDATA[Growth Fundamentals]]></category>
		<category><![CDATA[automation strategy]]></category>
		<category><![CDATA[B2B marketing]]></category>
		<category><![CDATA[CAC]]></category>
		<category><![CDATA[carbon footprint]]></category>
		<category><![CDATA[circular growth]]></category>
		<category><![CDATA[climate-conscious marketing]]></category>
		<category><![CDATA[customer acquisition cost]]></category>
		<category><![CDATA[digital sustainability]]></category>
		<category><![CDATA[ethical marketing]]></category>
		<category><![CDATA[FarmLab case study]]></category>
		<category><![CDATA[green marketing]]></category>
		<category><![CDATA[growth loop]]></category>
		<category><![CDATA[growth strategy]]></category>
		<category><![CDATA[low-carbon marketing]]></category>
		<category><![CDATA[LTV]]></category>
		<category><![CDATA[marketing automation]]></category>
		<category><![CDATA[martech tools]]></category>
		<category><![CDATA[Paris]]></category>
		<category><![CDATA[regenerative business]]></category>
		<category><![CDATA[Samin Ghiasi]]></category>
		<category><![CDATA[SEO for impact]]></category>
		<category><![CDATA[sustainable growth]]></category>
		<guid isPermaLink="false">https://www.saminghiasi.com/?p=774</guid>

					<description><![CDATA[<p>Part 3 of the July blog series, The Growth Ethos. Subscribe to follow it. Sustainable growth isn’t about doing less. It’s about doing the right things—efficiently, intentionally, and with long-term impact in mind. The smartest teams today aren’t chasing more clicks; they’re building engines that compound value without compounding emissions. “The most resilient companies scale [&#8230;]</p>
<p>The post <a href="https://www.saminghiasi.com/sustainable-growth-without-burning-budget/">How to Build a Sustainable Growth Engine Without Burning Budget (or the Planet)</a> appeared first on <a href="https://www.saminghiasi.com">SAMIN GHIASI | GROWTH MARKETING CONSULTANT | FR/EN</a>.</p>
]]></description>
										<content:encoded><![CDATA[<div class="wp-block-post-time-to-read">4–6 minutes</div>


<p class="wp-block-paragraph"><strong>Part 3 of the July blog series, <em>The Growth Ethos</em>. <a href="https://ae719526.sibforms.com/serve/MUIFAMDVP9VXw2JtZ9uzpN82XT7r6vCNnztbhCB72dvFuRDKiGFHYnpL9U8KsB0rgg2q-YAljAx1WfOVz0Y9fnzPvJwwep2j9LlYOUi5vtUyGPuyVhyMYlWlKQ9_1pZD8dZQ53cPQx8OCWuZ_Y93d6XkaCMVljV0Ruz0vLfpwjpAFdGVUwFb5Jxk4kAvvy8D7DjY_bFxD_r4xy7s" target="_blank" rel="noreferrer noopener">Subscribe to follow it</a></strong>.<br><br><strong>Sustainable growth isn’t about doing less.</strong> It’s about doing the right things—efficiently, intentionally, and with long-term impact in mind. The smartest teams today aren’t chasing more clicks; they’re building engines that compound value without compounding emissions.</p>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">
<p class="wp-block-paragraph"><em>“The most resilient companies scale value, not expenses and leave a lighter footprint in the process.”</em></p>
</blockquote>



<figure class="wp-block-image size-large has-custom-border"><img loading="lazy" decoding="async" width="1021" height="1024" src="https://www.saminghiasi.com/wp-content/uploads/2025/07/Protect-the-planet-1021x1024.jpg" alt="Photo by Anirudh" class="wp-image-1650" style="border-radius:28px" srcset="https://www.saminghiasi.com/wp-content/uploads/2025/07/Protect-the-planet-1021x1024.jpg 1021w, https://www.saminghiasi.com/wp-content/uploads/2025/07/Protect-the-planet-300x300.jpg 300w, https://www.saminghiasi.com/wp-content/uploads/2025/07/Protect-the-planet-150x150.jpg 150w, https://www.saminghiasi.com/wp-content/uploads/2025/07/Protect-the-planet-768x770.jpg 768w, https://www.saminghiasi.com/wp-content/uploads/2025/07/Protect-the-planet.jpg 1468w" sizes="auto, (max-width: 1021px) 100vw, 1021px" data-mwl-img-id="1650" /></figure>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h3 class="wp-block-heading"><strong>1. Efficiency is the new growth strategy</strong></h3>



<p class="wp-block-paragraph">Not long ago, growth was about who could spend more, faster. In 2025, the conversation has <em>shifted</em>. <br><br>Leaders in B2B and beyond are asking:</p>



<ul class="wp-block-list">
<li><strong>Can we grow without overspending?</strong></li>



<li><strong>Can we scale without burning out people—or the planet?</strong></li>
</ul>



<p class="wp-block-paragraph">Sustainable growth doesn’t mean slow. It means smart, measured, and aligned with what matters.</p>



<h3 class="wp-block-heading"><strong>2. Start by mapping your current growth loop</strong></h3>



<p class="wp-block-paragraph">To improve your growth engine, first understand its current structure:</p>



<ul class="wp-block-list">
<li><strong>Track entry points</strong> – Where do users first hear about you? <br><em><span style="text-decoration: underline;">For example</span>: a LinkedIn post, a Google search, a podcast mention, or a referral from an existing customer.</em><br></li>



<li><strong>Identify return triggers</strong> – What keeps them engaged?<br><em><span style="text-decoration: underline;">This could be</span>: a weekly newsletter, product updates, useful content on your blog, or a reminder email nudging them back to the platform.</em><br></li>



<li><strong>Spot drop-off zones</strong> – Where are you losing them?<br><em><span style="text-decoration: underline;">Look for</span>: users abandoning the onboarding flow, low email open rates after signup, or a drop in activity after the first login.</em></li>
</ul>



<p class="wp-block-paragraph">These touchpoints form the shape of your growth loop.<strong> Often, optimising them, rather than chasing new users, is the shortest path to sustainable growth.</strong></p>



<h3 class="wp-block-heading"><strong>3. The <em>Win-Win</em>: channels that cut costs and carbon</strong></h3>



<p class="wp-block-paragraph">Some of the most effective growth channels also happen to be the most sustainable:</p>



<figure class="wp-block-table"><table class="has-fixed-layout"><thead><tr><th>Channel</th><th>Why it works</th><th><span style="text-decoration: underline;">Quick win</span></th></tr></thead><tbody><tr><td><strong>Organic SEO</strong></td><td>Always-on visibility with low emissions</td><td><strong>Optimise old content for user intent</strong></td></tr><tr><td><strong>Email/newsletter</strong></td><td>High engagement, zero ad spend</td><td><strong>Segment by interest and automate simply</strong></td></tr><tr><td><strong>Micro-communities</strong></td><td>Strong trust, no ad costs</td><td><strong>Test a private Slack or WhatsApp group</strong></td></tr></tbody></table></figure>



<p class="wp-block-paragraph"><strong><span style="text-decoration: underline;">Paid ads aren’t off-limits</span>. </strong>Just apply a carbon and cost budget to each campaign. Research from the <a href="https://www.marketingdive.com/news/how-brands-reduce-carbon-footprint-advertising-growth-ana/728385/" target="_blank" rel="noreferrer noopener">ANA data shows that brands reduced advertising emissions by a third through optimized media planning alone</a>. These sustainable <a href="https://weareboa.com/thoughts/digital-marketings-next-chapter-the-rise-of-sustainable-media-buying/" target="_blank" rel="noreferrer noopener">media buying strategies</a> continue helping brands cut carbon emissions while driving greater efficiency.</p>



<h3 class="wp-block-heading"><strong>4.</strong> <strong>Automate with intention</strong></h3>



<p class="wp-block-paragraph"><strong>Automation saves time and cuts recurring costs, but only when it’s intentional and aligned with your workflow</strong>.</p>



<p class="wp-block-paragraph">Some lean, high-impact tools worth exploring:</p>



<ul class="wp-block-list">
<li><strong><a href="https://plausible.io/" target="_blank" rel="noreferrer noopener">Plausible</a></strong> for lightweight, privacy-friendly analytics</li>



<li><strong><a href="https://www.make.com/en" target="_blank" rel="noreferrer noopener">Make.com</a> + <a href="https://www.airtable.com/" target="_blank" rel="noreferrer noopener">Airtable</a></strong> to build flexible, no-code workflows</li>



<li><strong>Behavior-based email flows</strong> that respond to real actions, not generic blasts</li>
</ul>



<p class="wp-block-paragraph"><strong>Use this simple test:</strong> if a tool doesn’t save you time or money within a month, drop it.</p>



<h3 class="wp-block-heading"><strong>5. Track more than financials</strong></h3>



<p class="wp-block-paragraph">The most future-ready teams measure <strong>both business performance and environmental impact</strong>.</p>



<figure class="wp-block-table"><table class="has-fixed-layout"><thead><tr><th><strong>Business KPI</strong></th><th><strong>Add this impact metric</strong></th><th><strong>Example</strong></th></tr></thead><tbody><tr><td><strong>CAC</strong> (Customer Acquisition Cost)</td><td><strong>CO₂ emissions per acquisition</strong></td><td><em>If CAC is €120 and each signup produces 2.3kg CO₂, optimise both</em></td></tr><tr><td><strong>LTV</strong> (Lifetime Value)</td><td><strong>LTV × Referral Multiplier</strong></td><td><em>Boost value without adding emissions through organic referrals</em></td></tr><tr><td><strong>Gross Margin</strong></td><td><strong>Margin per kWh or per campaign emissions</strong></td><td><em>Margin per kWh or campaign emissions</em></td></tr></tbody></table></figure>



<p class="wp-block-paragraph">If your revenue is growing but your emissions are growing faster, something’s off. <strong>Sustainable growth means balancing profit and planet.</strong></p>



<h3 class="wp-block-heading"><strong>6. Case Example: <span style="text-decoration: underline;"><a href="https://getfarmlab.com/" target="_blank" rel="noreferrer noopener">FarmLab</a></span> (Ag-Tech Carbon Platform)</strong></h3>



<p class="wp-block-paragraph"><strong>THE CHALLENGE</strong><br><br>Farmers and agribusinesses lacked scalable, <strong>verifiable tools to measure soil carbon</strong>, making it difficult to comply with mandatory emissions reporting and access carbon markets.</p>



<p class="wp-block-paragraph"><strong>WHAT THEY DID</strong></p>



<ul class="wp-block-list">
<li>Pivoted from generic ag-data outreach to <strong>targeted SEO content</strong> focused on soil carbon measurement and compliance </li>



<li>Integrated <strong>AI-driven sampling and satellite imagery</strong> to predict soil carbon, reducing the need for costly on-site visits </li>



<li>Formed partnerships with cooperatives to <strong>onboard hundreds of farms</strong> through trusted networks</li>
</ul>



<p class="wp-block-paragraph"><strong>RESULTS (OVER 12 MONTHS)</strong></p>



<ul class="wp-block-list">
<li><strong>Activated ~500 farms across various Australian states</strong> with minimal paid media thanks to optimized earned content and partnerships</li>



<li><strong>Built a robust dataset</strong> (~20,000 soil samples across 80 farms per state) for predictive modeling</li>



<li>Enabled farmers to generate <strong>carbon credits and meet emissions reporting obligations</strong>—creating new income streams</li>
</ul>



<p class="wp-block-paragraph"><strong>KEY INSIGHT</strong></p>



<p class="wp-block-paragraph"><span style="text-decoration: underline;">A data-driven, sustainability-focused strategy eliminated the need for heavy advertising spend and accelerated growth through trust and measurable results</span>. FarmLab&#8217;s AI and satellite data integration enabled rapid soil carbon validation and built strong farmer confidence.</p>



<p class="wp-block-paragraph"><em>Sources: sustain-cert.com, theaustralian.com.au, cordis.europa.eu</em></p>



<h3 class="wp-block-heading"><strong>7.</strong> <strong>A simple checklist to start this week</strong></h3>



<p class="wp-block-paragraph">If you’re getting into sustainable growth, <strong><span style="text-decoration: underline;">here are 5 actions that make a difference fast</span></strong>:</p>



<ol class="wp-block-list">
<li><strong>Audit</strong> one part of your funnel.<br>→ <em>Example: Review your signup page—what % activate?</em><br></li>



<li><strong>Set a budget</strong> for both CAC and emissions per lead.<br>→ <em>Example: “Every campaign must stay under €30 CAC and 20g CO₂.”</em><br></li>



<li><strong>Automate one repetitive task.</strong><br><em>→ Example: Automatically tag newsletter subscribers based on their clicks.</em><br></li>



<li><strong>Add one impact metric to your next report.</strong><br>→ <em>Example: CO₂ per email sent (easy with tools like <a href="https://usefathom.com/" target="_blank" rel="noreferrer noopener">Fathom</a> or <a href="https://ecosend.io/" target="_blank" rel="noreferrer noopener">EcoSend</a>).</em><br></li>



<li><strong>Make one part of your user journey circular.</strong><br><em>→ Example: Ask users to share their experience and invite peers; building loops.</em></li>
</ol>



<p class="wp-block-paragraph">What you optimise today defines what you can sustain tomorrow. <strong>Start with one focused change now.</strong></p>



<hr class="wp-block-separator has-alpha-channel-opacity"/>



<h4 class="wp-block-heading"><strong>WHAT’S NEXT IN THIS SERIES</strong></h4>



<p class="wp-block-paragraph">This is part 3 of <strong><a href="https://www.saminghiasi.com/growth-marketing-101/" target="_blank" rel="noreferrer noopener"><em>The Growth Ethos</em></a></strong>, a 10-post series exploring smarter, more sustainable ways to scale in 2025.</p>



<p class="wp-block-paragraph"><strong>Coming next:</strong><br>→ <em><a href="https://www.saminghiasi.com/growth-loops-marketing/" target="_blank" rel="noreferrer noopener">Circular Growth Loops Are the Future of Ethical Marketing</a></em></p>



<h4 class="wp-block-heading"><strong>LET’S BUILD SOMETHING BETTER</strong></h4>



<p class="wp-block-paragraph">If you&#8217;re building a product, service, or strategy that values long-term trust and responsible growth—this series is for you.</p>



<p class="wp-block-paragraph">📬 <a href="https://ae719526.sibforms.com/serve/MUIFAMDVP9VXw2JtZ9uzpN82XT7r6vCNnztbhCB72dvFuRDKiGFHYnpL9U8KsB0rgg2q-YAljAx1WfOVz0Y9fnzPvJwwep2j9LlYOUi5vtUyGPuyVhyMYlWlKQ9_1pZD8dZQ53cPQx8OCWuZ_Y93d6XkaCMVljV0Ruz0vLfpwjpAFdGVUwFb5Jxk4kAvvy8D7DjY_bFxD_r4xy7s" target="_blank" rel="noreferrer noopener"><strong>Subscribe to the newsletter</strong></a> and get each new post delivered as it drops. No noise, just real thinking in motion.</p>
<p>The post <a href="https://www.saminghiasi.com/sustainable-growth-without-burning-budget/">How to Build a Sustainable Growth Engine Without Burning Budget (or the Planet)</a> appeared first on <a href="https://www.saminghiasi.com">SAMIN GHIASI | GROWTH MARKETING CONSULTANT | FR/EN</a>.</p>
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