Understanding GEO: Optimizing visibility in AI search engines

Qwairy vs Meteoria: Which French AI Visibility Platform to Choose in 2026? GEO

Qwairy vs Meteoria: Which French AI Visibility Platform to Choose in 2026?

Qwairy and Meteoria are two French AI visibility platforms, published in France and billed in euros, with support in the language. But they don't target the same use. Qwairy is the most complete platform, with 38+ models and five modules, on a credit model. Meteoria bets on daily analysis and…

Florian Zorgnotti10 July 2026

Semrush vs Ahrefs for AI Visibility: Which to Choose in 2026? GEO

Semrush vs Ahrefs for AI Visibility: Which to Choose in 2026?

Semrush and Ahrefs have dominated SEO for over ten years, and both have bolted an AI visibility module onto their suite: the AI Visibility Toolkit at Semrush, Brand Radar at Ahrefs. The duel pits two philosophies: Semrush bets on accessible integration at $99/month per domain, Ahrefs on premium data scale…

Florian Zorgnotti8 July 2026

Profound vs Peec AI: Which AI Visibility Tool to Choose in 2026? GEO

Profound vs Peec AI: Which AI Visibility Tool to Choose in 2026?

Profound and Peec AI appear on almost every AI visibility shortlist in 2026, but they target opposite audiences. Profound is the enterprise reference platform, backed by a $155 million raise and a database of over 1.3 billion real queries. Peec AI is the mid-market challenger, transparent on pricing, with unlimited…

Florian Zorgnotti6 July 2026

GEO link building: do your backlinks still count for AI in 2026? GEO

GEO link building: do your backlinks still count for AI in 2026?

Key takeaways A GEO backlink ties a brand to a query, where an SEO backlink pushed a URL up on a keyword. The brand anchor and the semantic context around the link matter more than the optimized anchor. A good spot shows one signal nobody checks: is it already cited…

Florian Zorgnotti3 July 2026

What Are the Cheapest GEO Tools to Track AI Visibility in 2026? GEO

What Are the Cheapest GEO Tools to Track AI Visibility in 2026?

Tracking your visibility in ChatGPT, Perplexity, or Gemini no longer requires an agency budget. Several GEO tools start under €100 a month, and some under €30. But the displayed price often hides a trap: between credit models, per-prompt billing, and per-engine add-ons, the real cost in use differs from the…

Florian Zorgnotti1 July 2026

What Are the Best Ahrefs Brand Radar Alternatives in 2026? GEO

What Are the Best Ahrefs Brand Radar Alternatives in 2026?

Ahrefs Brand Radar bets on the largest prompt database on the market: over 199 million "search-backed" queries, drawn from real searches. For a team already settled in Ahrefs, the argument appeals. But two points change the picture: a premium price reaching $828 to $1,148/month for full access, and a keyword-first…

Florian Zorgnotti29 June 2026

What Are the Best SE Ranking Alternatives for AI Visibility in 2026? GEO

What Are the Best SE Ranking Alternatives for AI Visibility in 2026?

SE Ranking is an affordable SEO suite, valued by agencies for its price-to-value ratio and white-label on every plan. On the AI visibility side, the offer gets complicated: two products coexist, the AI Results Tracker as an add-on and SE Visible as a dedicated platform, at different prices and coverage.…

Florian Zorgnotti28 June 2026

What Are the Best Semrush Alternatives for AI Visibility in 2026? GEO

What Are the Best Semrush Alternatives for AI Visibility in 2026?

Semrush has dominated SEO for nearly two decades, and its AI Visibility Toolkit adds a layer of AI visibility tracking. On paper, the argument appeals: measure Google and AI in one place. But this module costs $99/month per domain, on top of your SEO subscription, with add-ons per user and…

Florian Zorgnotti27 June 2026

What Are the Best BotRank Alternatives in 2026? GEO

What Are the Best BotRank Alternatives in 2026?

BotRank is a French startup born in Lyon in 2025, betting on a strong argument: an AI agent, "Bob," that does not just measure but generates content, writes code, and deploys an action plan. Add a 20+ criteria technical GEO audit and daily tracking, from $89/month with unlimited seats. The…

Florian Zorgnotti26 June 2026

What Are the Best Qwairy Alternatives in 2026? GEO

What Are the Best Qwairy Alternatives in 2026?

Qwairy is one of the most complete GEO platforms on the market: 10+ engines, 38+ models tracked, five analysis modules, an Action Center, content generation in 45+ languages. An impressive toolkit, used by TotalEnergies and BlaBlaCar, from €79/month on a credit model. The question before signing: do you need all…

Florian Zorgnotti25 June 2026

What Are the Best Meteoria Alternatives in 2026? GEO

What Are the Best Meteoria Alternatives in 2026?

Meteoria is a French AI visibility tracking platform, published by SEOPital, used by over 1,000 companies. It queries ChatGPT, Google AI Overview, Perplexity, and other engines daily to measure your presence, your position, and the tone of mentions. Its entry sits around €75/month. Depending on your size, budget, or need…

Florian Zorgnotti25 June 2026

What Are the Best Rankscale Alternatives in 2026? GEO

What Are the Best Rankscale Alternatives in 2026?

Rankscale shows the most spectacular argument on the market: over 17 AI engines tracked from €20 per month, Mistral included. On paper, it is the widest coverage at the lowest price. But two details change the picture: a credit model where each engine does not cost the same, and a…

Florian Zorgnotti24 June 2026

What Are the Best GetMint Alternatives in 2026? GEO

What Are the Best GetMint Alternatives in 2026?

GetMint is a French platform that combines three jobs in one: AI visibility monitoring, content creation, and distribution through a publisher network. Founded in Paris in 2025, it raised €4 million and claims over 200 clients. Its entry plan starts at €99. The question before signing: do you need the…

Florian Zorgnotti24 June 2026

AI Overviews Are Coming to France: Is Your Traffic Ready in 2026? GEO

AI Overviews Are Coming to France: Is Your Traffic Ready in 2026?

Sébastien Missoffe, Managing Director of Google France, just confirmed it: AI Overviews will reach France by the end of 2026. The last major European exception is falling. For your traffic, this isn't one more rumour, it's the moment to prepare the ground. And your brand, does ChatGPT recommend it? Measure…

Florian Zorgnotti23 June 2026

What Are the Best Peec AI Alternatives in 2026? GEO

What Are the Best Peec AI Alternatives in 2026?

Peec AI has established itself as a reference for AI visibility tracking among marketing teams, with clients like Chanel and TUI and a $29 million raise. Its entry plan sits around €89. The thing to understand before signing: Peec measures and diagnoses, but stops there. It does not fix, write,…

Florian Zorgnotti23 June 2026

What Are the Best Otterly Alternatives in 2026? GEO

What Are the Best Otterly Alternatives in 2026?

Otterly is one of the cheapest entry points into AI visibility tracking, with a Lite plan at $29 per month. The headline price is real, but it hides two things: per-prompt pricing that climbs fast, and an entry plan limited to four engines, with Gemini and AI Mode as paid…

Florian Zorgnotti23 June 2026

What Are the Best AthenaHQ Alternatives in 2026? GEO

What Are the Best AthenaHQ Alternatives in 2026?

AthenaHQ is a solid GEO platform, built by former Google Search and DeepMind engineers. Its entry plan shows $295 per month. The problem is not that figure, it is what it hides: a credit model that pushes the real bill well beyond the sticker price. For a freelancer, a small…

Florian Zorgnotti22 June 2026

What Are the Best Profound Alternatives in 2026? GEO

What Are the Best Profound Alternatives in 2026?

Profound has become the reference for AI visibility tracking. The platform raised 155 million dollars at a one-billion valuation in February 2026, and over 10% of the Fortune 500 use it. The catch: its entry plan starts at $499 per month. For a freelancer, a small business, or a mid-sized…

Florian Zorgnotti19 June 2026

Does Bing Webmaster Tools finally measure your AI visibility in 2026? GEO

Does Bing Webmaster Tools finally measure your AI visibility in 2026?

Microsoft adds four metrics to its AI report in Bing Webmaster Tools on June 16, 2026: Intents, Topics, Citation Share and Compare. Here is what they measure, and what they leave in the dark. And your brand, does ChatGPT recommend it? Measure your presence and spot the brands cited in…

Florian Zorgnotti17 June 2026

E-commerce GEO: How to Make Your Products Visible in ChatGPT in 2026? GEO

E-commerce GEO: How to Make Your Products Visible in ChatGPT in 2026?

Your products sell well on Google. But when a customer asks ChatGPT "what's the best coffee maker under 100 dollars", your brand doesn't show up. Traffic from generative AI to US e-commerce sites jumped 393% in Q1 2026 (Adobe). E-commerce GEO exists to capture that wave. And your brand, does…

Florian Zorgnotti15 June 2026

AI Traffic in GA4: How to Track ChatGPT, Perplexity and Claude? GEO

AI Traffic in GA4: How to Track ChatGPT, Perplexity and Claude?

GA4 classifies 70.6% of your AI traffic as Direct by default (Verity Score, April 2026). Here is the complete method to make it visible in 15 minutes. Is ChatGPT actually recommending your brand? Measure your presence and identify the brands cited in your place. No credit card. Try 14 days…

Florian Zorgnotti11 June 2026

Local GEO in France: How to Appear in AI Answers in 2026? GEO

Local GEO in France: How to Appear in AI Answers in 2026?

Key takeaways : Local GEO optimizes your presence so AI recommends you, whereas local SEO aimed to rank you within a list of ten results. Gemini shows 100% business accuracy because it is grounded in Google Maps, versus around 68% for ChatGPT and Perplexity. French users still search with short…

Florian Zorgnotti8 June 2026

GEO Glossary: Do You Master the 35 Key AI Visibility Terms in 2026? GEO

GEO Glossary: Do You Master the 35 Key AI Visibility Terms in 2026?

TL;DR GEO rests on three levels of visibility you must never confuse: the citation (a source link), the mention (your name written in the answer), and the recommendation (the AI actively advises you). Mastering these 35 terms means knowing which of the three you actually earn. One misunderstood word costs…

Florian Zorgnotti4 June 2026

Ghost Rankings: Why Does AI Cite Your Content Without Naming Your Brand? GEO

Ghost Rankings: Why Does AI Cite Your Content Without Naming Your Brand?

A Ghost Ranking happens when AI uses your content as a source but recommends your competitors instead. Your brand becomes a ghost: present backstage, never on stage. The problem has a second, equally sneaky form: an AI ranking that changes with every test, even though nothing changed on your site.…

Florian Zorgnotti1 June 2026

Should You Really Spend Time on llms.txt in 2026? GEO

Should You Really Spend Time on llms.txt in 2026?

Key takeaways : 3 studies (SE Ranking 300k domains, OtterlyAI 62,100 bot visits, ALLMO 94,000 citations) find no link between llms.txt and AI citation frequency. Google Search calls it explicitly unnecessary, yet Chrome Lighthouse 13.3 (May 2026) audits it anyway for AI agents. llms.txt is worth your time only if…

Florian Zorgnotti29 May 2026

GPTBot, ClaudeBot, PerplexityBot: Should You Allow Them in 2026? GEO

GPTBot, ClaudeBot, PerplexityBot: Should You Allow Them in 2026?

25% of the top 1,000 global websites block GPTBot. Many without realizing it. Here is how to decide intelligently in 2026. Key takeaways: Two families of AI bots exist: those that train models and those that retrieve information in real time to answer a user. Blocking all AI bots cuts…

Florian Zorgnotti28 May 2026

How do you measure GEO ROI and prove its business impact in 2026? GEO

How do you measure GEO ROI and prove its business impact in 2026?

Key takeaways  AI Share of Voice is your leading indicator. It moves 1 to 2 months before branded search picks up in Google Search Console. Standard analytics only capture 10 to 20% of the real GEO return. A 3-layer attribution model reveals the invisible value. ROI shows up within 4…

Florian Zorgnotti26 May 2026

Where does ChatGPT get its information? GEO

Where does ChatGPT get its information?

ChatGPT doesn't draw from a single source. It combines three distinct channels, each with its own rules. I show you which ones and where to act to exist in the answers. TL;DR ChatGPT draws from three distinct channels: its training corpus (frozen at a given date), the Bing index it…

Florian Zorgnotti25 May 2026

YouTube GEO: Why Does Perplexity Cite Your Videos More Than ChatGPT in 2026? GEO

YouTube GEO: Why Does Perplexity Cite Your Videos More Than ChatGPT in 2026?

Key takeaways Perplexity drives 38.7% of all cross-platform YouTube AI citations, ahead of Google AI Overviews (36.6%). ChatGPT, conversely, cites YouTube in only 0.2% of its responses. YouTube views, likes and subscribers correlate at -0.03 with AI citations. Zero link. LLMs read transcripts, metadata and chapters, not popularity signals. 94%…

Florian Zorgnotti22 May 2026

Schema.org for GEO in 2026: Should You Still Mark Up After Google’s FAQ Deprecation? GEO

Schema.org for GEO in 2026: Should You Still Mark Up After Google’s FAQ Deprecation?

Key takeaways Google deprecated FAQ rich results on 7 May 2026. Schema markup is still useful, but its purpose has shifted: it now serves LLMs more than the visual SERP. On the evidence side, only one platform has officially confirmed using Schema.org for its LLM: Microsoft Bing. No peer-reviewed study…

Florian Zorgnotti21 May 2026

How to Run a GEO Audit in 2026: The Consultant Deliverable Method? GEO

How to Run a GEO Audit in 2026: The Consultant Deliverable Method?

Key takeaways A GEO audit isn't a tickbox exercise: it's a structured engagement with scoping, measurement, scoring and a 90-day action plan. Five dimensions to cover: AI visibility, technical accessibility, document structure, semantic entities, external citations. The process runs in 5 steps, from scoping to deliverable, each producing an output…

Florian Zorgnotti19 May 2026

ChatGPT Visibility: How to Measure It Without Going Wrong in 2026? GEO

ChatGPT Visibility: How to Measure It Without Going Wrong in 2026?

Key takeaways ChatGPT doesn't give the same answer twice. Testing a prompt once is measuring noise. Five measurement levels coexist: presence, position, Share of Voice, intent-weighted frequency, context. Confusing them leads to the wrong conclusion. A usable measurement rests on a basket of 20 to 50 prompts, repeated 3 to…

Florian Zorgnotti18 May 2026

How to Get Cited by Perplexity in 2026: What Really Changes? GEO

How to Get Cited by Perplexity in 2026: What Really Changes?

Key takeaways Perplexity doesn't rank your pages, it extracts standalone blocks from them: the exact match between your headings and the query matters more than on ChatGPT. Cited sources diverge sharply from one engine to another. A brand visible on ChatGPT can stay absent from Perplexity. Perplexity prioritises four signals:…

Florian Zorgnotti15 May 2026

Why has LinkedIn become the #1 source for LLMs in 2026 and how to leverage it? GEO

Why has LinkedIn become the #1 source for LLMs in 2026 and how to leverage it?

Key takeaways: LinkedIn moved from outside the top 20 LLM sources to source #1 on professional queries in less than a year (Profound, 2026). Posts, long-form articles and newsletters account for 35% of LinkedIn citations in ChatGPT in February 2026, up from 27% in November 2025. 94% of B2B buyers…

Florian Zorgnotti14 May 2026

How to audit AI hallucinations on your brand in 30 minutes in 2026? GEO

How to audit AI hallucinations on your brand in 30 minutes in 2026?

Key takeaways: 60% of LLM responses to research questions contain significant factual errors according to the BBC + EBU 2025 study. 5 types of brand hallucinations are most frequent: false prices, false services, false executives, false reviews, false competitive positioning. The 30-minute audit protocol relies on 5 steps: test panel,…

Florian Zorgnotti12 May 2026

What are the 12 AI KPIs to track in 2026 according to your GEO maturity? GEO

What are the 12 AI KPIs to track in 2026 according to your GEO maturity?

60% of Google searches end without a click in 2026 (Sparktoro). Your 3 classic SEO KPIs only measure 40% of reality. Here are the 12 AI KPIs to track based on your GEO maturity. Key takeaways: 12 AI KPIs structure GEO measurement in 2026, distributed across 4 categories (Presence, Quality,…

Florian Zorgnotti11 May 2026

Is your site invisible to Claude and Perplexity? The JavaScript test in 2026 GEO

Is your site invisible to Claude and Perplexity? The JavaScript test in 2026

Key takeaways: Claude and Perplexity don't render client-side JavaScript. If your site relies on React, Vue or poorly configured Next.js, you're invisible to 2 major LLMs out of 4 in 2026. Why 2 major LLMs out of 4 don't render your JavaScript in 2026 The official Anthropic documentation published in…

Florian Zorgnotti8 May 2026

GEO refresh: which 12 actions to take to revive an old article in 2026? GEO

GEO refresh: which 12 actions to take to revive an old article in 2026?

76% of pages cited by ChatGPT have been updated within the last 30 days (Ahrefs, 2025). Here is the 12-action checklist to revive an old article in LLMs in 2026. Key takeaways: An effective GEO refresh in 2026 combines 12 actions across 4 phases: diagnosis, editorial refresh, technical refresh, distribution…

Florian Zorgnotti7 May 2026

ChatGPT, Claude, Gemini or Perplexity: which is the best AI for your brand in 2026? GEO

ChatGPT, Claude, Gemini or Perplexity: which is the best AI for your brand in 2026?

Traffic from AI engines converts 4.4 times better than organic (Semrush, 2025). The question is no longer which AI to use for your prompts. It's which one cites your brand under the right conditions. Key takeaways : ChatGPT, Claude, Perplexity and Gemini each have a distinct citation behavior. The best…

Florian Zorgnotti6 May 2026

Is your agency ready for AAO in 2026? The 10 questions that don’t lie GEO

Is your agency ready for AAO in 2026? The 10 questions that don’t lie

9 out of 10 agencies mention AAO in their slides in 2026. How many actually know how to measure it? Here are the 10 questions that separate the equipped agency from the marketing pitch. Key takeaways : AAO (Assistive Agent Optimization) extends SEO and GEO by integrating the moment when…

Florian Zorgnotti5 May 2026

GEO chunking: what is it and how to apply it to your content in 2026? GEO

GEO chunking: what is it and how to apply it to your content in 2026?

Chunking is the splitting of content into autonomous 150 to 300-word blocks designed to be extracted and cited by LLMs. It is a technical condition for GEO visibility in 2026. What is GEO chunking in 2026? Chunking is the process of splitting content into short, autonomous blocks called chunks, designed…

Florian Zorgnotti4 May 2026

Reddit and AI in 2026: why do 80% of cited posts have less than 20 upvotes? GEO

Reddit and AI in 2026: why do 80% of cited posts have less than 20 upvotes?

80% of Reddit posts cited by ChatGPT and Perplexity have fewer than 20 upvotes (Semrush, November 2025). LLMs ignore your engagement signals. Your Reddit strategy must change. Key takeaways: LLMs heavily cite Reddit, but they don't weight by upvotes. 80% of cited posts have fewer than 20 votes. Your strategy…

Florian Zorgnotti3 May 2026

Why do 64% of your AI citations come from somewhere other than your site in 2026? GEO

Why do 64% of your AI citations come from somewhere other than your site in 2026?

Key takeaways (detailed version): 64% of a brand's AI citations come from third-party sources, not its owned domain (Stacker, March 2026). Earned media distribution produces a median 239% lift in LLM visibility (study on 87 stories and 8 AI platforms). Up to 90% of citations that drive brand visibility in…

Florian Zorgnotti1 May 2026

Why do Google reviews matter more than backlinks for your local SEO in 2026? GEO

Why do Google reviews matter more than backlinks for your local SEO in 2026?

Key takeaways : 88% of local searches lead to a call or visit within 24 hours (SEO.com, 2026). Going from 3 to 5 stars on Google generates 25% more clicks (Search Engine Land, BrightLocal 2026). Responding to more than 30% of your reviews doubles the lead volume generated by your…

Florian Zorgnotti30 April 2026

60% zero-click searches: which new SEO KPI should you track in 2026? GEO

60% zero-click searches: which new SEO KPI should you track in 2026?

Key takeaways : 60% of Google searches end without a click (Semrush, 2025). Traffic from AI converts 4.4 times better, with -27% bounce and +38% session duration (Semrush, 2025). The new reference KPI is AI Share of Voice: your citation frequency in ChatGPT, Perplexity, Gemini and Claude. A relevant SEO…

Florian Zorgnotti29 April 2026

How to set up a monthly refresh cycle to stay cited by LLMs in 2026? GEO

How to set up a monthly refresh cycle to stay cited by LLMs in 2026?

Key takeaways : 76.4% of pages cited by ChatGPT were updated in the last 30 days (Ahrefs, 2025). Freshness is a confirmed ranking factor across 7 AI models tested in October 2025. Refreshing a strategic page can increase its traffic by 106% (HubSpot). Prioritization method: GSC (positions 5 to 20,…

Florian Zorgnotti28 April 2026

How to rewrite your intros to capture 44% of LLM citations in 2026? GEO

How to rewrite your intros to capture 44% of LLM citations in 2026?

Key takeaways : 44.2% of LLM citations come from the first third of an article (Ahrefs, 2025). A poorly structured intro remains invisible in generative AI responses. 4 optimization levers: executive summary, direct answer, bulleted TL;DR, entity placement. Measuring your LLM visibility requires a dedicated AI Share of Voice tool.…

Florian Zorgnotti27 April 2026

How to Analyze Your Brand’s Visibility in AI Responses? GEO

How to Analyze Your Brand’s Visibility in AI Responses?

Key Takeaways Analyzing brand visibility in AI responses relies on 5 indicators: citation frequency, position in the response, sentiment analysis, share of voice and cited sources. Web mentions and YouTube mentions are the signals most strongly correlated with AI visibility, far ahead of page volume or Domain Rating (Ahrefs study,…

Florian Zorgnotti9 April 2026

Should I translate my website to be visible in AI results? GEO

Should I translate my website to be visible in AI results?

Your site is well-positioned on Google in French. Your content is structured, and your tags are optimized. Yet, when a user asks a question to ChatGPT or Claude, your site doesn’t appear. The reason is simple: it only exists in one language. A Weglot study of 1.3 million citations in…

Florian Zorgnotti1 April 2026

Query Fan-Out: Why Your Brand Is Vanishing from AI Responses (and How to Detect It) GEO

Query Fan-Out: Why Your Brand Is Vanishing from AI Responses (and How to Detect It)

When a user queries an LLM, the engine doesn't launch a single search. It triggers dozens in parallel. If you don’t monitor these sub-queries, you are blind to the majority of your visibility surface. The Essentials: LLMs (GPT, Gemini, Perplexity) fragment each prompt into dozens of parallel sub-queries — this…

Florian Zorgnotti28 March 2026

Beyond SEO: Mastering GEO (Generative Engine Optimization) in 2026 GEO

Beyond SEO: Mastering GEO (Generative Engine Optimization) in 2026

Traditional SEO is dying under the weight of synthesis. In 2026, appearing on Google’s first page isn’t enough if SearchGPT or Claude don’t cite you as the source of truth. Transitioning from AI Optimization to GEO means turning your site from a list of keywords into an ultra-reliable vector knowledge…

Florian Zorgnotti5 March 2026

Why Is My Company Missing from ChatGPT? | GEO Strategy 2026 GEO

Why Is My Company Missing from ChatGPT? | GEO Strategy 2026

AI doesn't "search" like a human; it synthesizes proof of trust. If your business is missing from ChatGPT, it's not a technical oversight but a lack of "Vector Authority Signals." This usually stems from three pillars: blocking GPT-Bot, a weak digital footprint on source sites (Reddit, Wikipedia, PR), or a…

Florian Zorgnotti5 March 2026

GEO vs. SEO: Why Ranking #1 on Google is No Longer Enough in 2026. GEO

GEO vs. SEO: Why Ranking #1 on Google is No Longer Enough in 2026.

The primary difference between GEO and SEO lies in the objective: Traditional SEO targets website clicks, whereas a GEO strategy targets direct brand citations by Artificial Intelligence. In my view, GEO is the natural evolution of SEO in the age of LLMs. Today, securing a click is secondary to being…

Florian Zorgnotti5 March 2026