Articles & insights — GEO / e-commerce
Insights, methods and analysis on AI Search, GEO and how e-commerce is evolving in the age of AI agents.
Google moves sources higher in AI Overviews: your CTR is about to shift
Google is moving inline links higher in AI Mode and AI Overviews and expanding Preferred Sources. What it means for your CTR, and how to measure it.
AI Search: 94% of B2B Buyers. Justifying the 2027 Budget
94% of B2B buyers (Forrester) and 42% of consumers (NielsenIQ) search with AI. Calculate your AI search ROI and justify your 2027 budget.
AI Search Budgets: PR and SEO Merge, the CMO Roadmap
AI Search is bringing PR and SEO together: third-party sources carry weight in AI answers. A CMO roadmap to reallocate budgets and organization before the next budget decision.
Bing Webmaster Tools: the AI view that reveals your missed citations
Topics Portfolio in Bing Webmaster Tools: spot the AI queries where other sites are cited but you aren’t, and turn each gap into a page to produce.
Measuring AI Impact: Why It’s Harder for Marketers
AI attribution: ChatGPT recommends your brand, Google takes the credit. Why marketers lose the thread, and the 3 measurement layers I put in place.
AI Overviews: 83% of Brand Queries, the Ahrefs Study
AI Overviews on 82.91% of brand queries (Ahrefs, Sept. 2026): position 1, cited sources, CTR measurement in Search Console and an action plan.
AI Visibility: How to Measure It When Attribution Fails
Forrester: 94% of B2B buyers use AI. But attribution only sees a fraction of it. 7 concrete signals to measure and defend your AI budget.
AI Overviews on Brand Queries: 83% Presence, and What About CTR?
Ahrefs measures AI Overviews on 82.91% of brand queries. Position 1, cited sources, CTR impact: the data and the action plan to launch.
Measuring AI Impact: Why It’s Harder Than Google SEO
AI attribution: a ChatGPT recommendation, then a Google search a few days later. A 5-fracture grid to find where your measurement breaks.
AI Search ROI: Justify Your Budget Without Perfect Attribution
AI Search ROI: a 4-step method to quantify costs and revenue, compare quarter after quarter and defend your budget in front of your leadership.
Bing Webmaster: Measure and Optimize Your AI Visibility
Topics Portfolio in Bing Webmaster Tools: AI topics, opportunity queries, 1 to 3 month windows. My protocol for turning it into a concrete action plan.
AI Overviews: The Clicks Search Console Doesn’t Count
AI Overviews: why your AI clicks disappear from Search Console, the dual accounting of links, and how to build reliable measurement.
AI Visibility Score: The 3 Dimensions Applied to E-Commerce
Neil Patel’s study of 68,000 AI responses gives us a 100-point framework. Frequency, early mention, categories. Applied to e-commerce, it changes your audit. Here’s the framework.
AI Search: The Crawlability Checklist to Complete Before Optimizing for AI Agents
Google confirms: its AI features rely on its core search systems. Check crawlability before any content for AI agents.
AI Overviews France: What 963 Domains Reveal After 9 Days
Ahrefs study: France flipped on July 22, 2026. Exposed sites lose 23.1% CTR in 9 days. Calculate your exposure to prioritize your pages now.
GEO by engine: decision table ChatGPT, Claude, Gemini, Perplexity
ChatGPT, Claude, Gemini and Perplexity don’t arbitrate citations the same way. Here’s the decision table to focus your GEO 2026 efforts.
GEO by engine: the criteria each AI weighs before citing your brand
How do ChatGPT, Claude, Gemini and Perplexity choose the brands they cite? Engine-by-engine criteria and concrete actions for your e-commerce catalog.
Proprietary Data: 4 Formats That Trigger AI Citations
First-party surveys, industry benchmarks, field studies, and longitudinal data: discover the 4 formats that trigger AI citations in e-commerce.
AI Overviews France: Which E-commerce Sectors Lose 23.1% CTR
AI Overviews France: the most exposed e-commerce domains lose 23.1% CTR in 9 days. Ahrefs figures, affected sectors, specific actions.
AI visibility: the 68 000 answers method to replicate on your e-commerce
The Neil Patel study on 68 000 AI answers gives a measurable method. Frequency, position, categories. I show you how to apply it to your e-commerce.
ChatGPT Ads and GEO: Allocating Paid Budget and Earned Visibility
ChatGPT Ads and GEO: how to balance paid and earned AI visibility. Practical protocol, metrics, and tests to launch for 2026.
Optimizing every product page for two readers: human and AI agent
Optimize every e-commerce product page for two readers: the human who converts and the AI agent who cites. Crawlability, structured data, and information freshness.
AI Search: Optimizing for Two Readers — the Human and Your AI Agent
Optimizing for AI is no longer enough. The page must serve two readers: the human and the agent that searches on their behalf. Double specification, quantified examples.
ChatGPT Ads and GEO: The Protocol to Test Your Paid vs Earned Share
Build a test protocol to decide between ChatGPT Ads and organic visibility. 47 queries, 14 days, incremental metrics.
AI Overviews France: What the 963 Domains Tracked in GSC Reveal
The domains most exposed to AI Overviews lost 23,1 % of CTR in 9 days. The Ahrefs study of 963 French domains shows who falls behind and who holds up.
AI Search Checklist: The URL-by-URL Worksheet
AI Search Checklist: turn Aleyda Solis’s grid into a URL-by-URL worksheet. Score each page, prioritize fixes, and check off progress.
Proprietary Research: The GEO Content Engine That Repeats
Continuous proprietary research wins. Structure your proprietary research into a continuous stream to become the source ChatGPT, Claude, and Perplexity cite on repeat.
AI Sources: Prioritizing Your E-commerce Instrumentation by Tiers
Prioritize AI instrumentation for your e-commerce: which sources to monitor first, which feeds to connect before others. A tiered method.
Proprietary data: the GEO weapon your competitors can’t copy
Your internal numbers are worth more than 100 generic articles. Here’s how to turn datasets and benchmarks into AI citations that are impossible to copy.
AI Overviews: More Links, But Which Clicks Actually Reach Your Site?
AI Overviews display more links. Some lead to your site, others open AI Mode. Search Console counts the two differently.
AI Search: the AI Agent GEO Copilot on the Fundamentals
Your content must remain crawlable, indexable, and useful. Discover how to delegate the AI Search pipeline to an AI agent while keeping the editorial decision.
AI e-commerce sources: the data SEO teams overlook
AI Search taps sources most SEO teams miss: product feeds, directories, training data. Here’s how to activate them in e-commerce.
GEO by engine: how AIs arbitrate your sources
ChatGPT, Claude, Gemini, and Perplexity each use different arbitration. Discover how each AI selects, ranks, and discards your pages.
AI Visibility: 68 000 Fintech Responses, 5 E-commerce Levers
Fintech benchmark on 68 000 AI responses: 5 visibility mechanisms transposable to e-commerce. Clarity, structure, social proof, technical, authority.
AI Search Checklist: The Weighted Grid of September 2026
Aleyda Solis publishes an AI Search checklist with weighting and a worksheet. Discover the true weight of each criterion to prioritize your SEO optimizations.
Ask YouTube Shopping: Your Review Videos in E-commerce Comparison Tables
YouTube Shopping turns Ask YouTube into a video review comparison tool. Discover how to structure your product review videos to appear in comparison tables.
AI Sources: The 3 Tiers That Trigger an Ecommerce Citation
Tier 1, 2, 3: structured, proprietary, third-party. Discover which sources actually trigger an AI product citation and where to invest first.
ChatGPT Ads: Measuring Paid and Earned Share of Your AI Visibility
ChatGPT Ads and GEO: how to separate paid and earned visibility to optimize budgets. Concrete method, metrics, 30-day action plan.
Ask YouTube + Shopping: When Video AI Becomes an E-commerce Channel
Ask YouTube is becoming a product comparison tool: video review tables, questions on the watch page. A new entry point for e-commerce.
ChatGPT Ads and GEO: Paying for or Earning Your Place in AI
ChatGPT Ads and GEO don’t oppose each other. Discover how to connect paid and earned AI visibility with a unified measurement framework, according to OpenAI and Go Fish Digital.
AI Mode: The Study That Contradicts Google on Clicks and UX
AI Mode reduces clicks and degrades user experience. A study on 1,100 web users contradicts Google. Here’s the trade-off for your e-commerce.
AI Sources: The Hierarchy Beyond the Data SEOs Track
SEO tools only cover a fraction of the sources AI cites. Discover the 4-level hierarchy to prioritize the data to monitor.
Freelancers: GEO requests climb, but SEO remains the backbone
Fiverr releases numbers on GEO demand. I break down why SEO remains the backbone in e-commerce and how to calibrate your offers.
AI Visibility Score: The 68,000 AI Response Method for E-commerce
The AI Visibility Score measures frequency, position, and category presence. Here’s how I adapt it to product pages and e-commerce architectures.
AI Search: 68,000 AI Responses Reveal Fintech Visibility
Discover how 68,000 AI responses define a 100-point visibility score. Frequency, position, categories: the method for your e-commerce.
AI Search: Which Sources to Prioritize? The Level-by-Level View
AI Search leverages dozens of sources you may not know. Discover the level-by-level view to prioritize Google Merchant Center, OpenAI feeds, and grounding.
GEO: Freelance Demand Finally Outpaces Google SEO
67% of freelancers report more GEO demand than Google, according to Fiverr. What does this signal change for your budgets, hiring, and topic clusters in 2026?
GEO by Engine: What’s Still Missing from 90% of Playbooks
Neil Patel dissected ChatGPT, Claude, Gemini, and Perplexity. Discover the per-engine blind spots that 90% of GEO playbooks still ignore.
Google AI Mode: Fewer Clicks, Degraded UX, E-commerce Trade-off
A study of 1,100 users contradicts Google: AI Mode reduces clicks and degrades the experience. Here is the SEO and paid trade-off for e-commerce.
GEO by engine: how each AI builds its answer
ChatGPT, Claude, Gemini and Perplexity build their answers differently. Selection, synthesis, formulation: the actions to put in place to be cited by AI.
AI Overviews France: Who Loses the Most CTR?
Ahrefs data: −23,1 % CTR for the most exposed domains. Segmentation by query type and a 5-minute method to estimate your loss.
Aleyda’s AI Search Checklist: What Changes in September 2026
Updated Aleyda AI Search checklist: 12 steps, 5 presence indicators, 3 reporting layers. What changes to prioritize your e-commerce content.
AI Search 2026 Checklist: The Weighted Grid to Optimize Every Piece of Content
AI Search 2026 checklist turned into a weighted prioritization grid. Audit your e-commerce content, fix by impact, earn AI citations.
GEO: ChatGPT, Claude, Gemini, Perplexity Decide What to Answer
ChatGPT, Claude, Gemini, and Perplexity decide differently. Discover each engine’s decision layer and adapt your GEO architecture to get cited for real.
Replicate the Reddit Recipe in AI Search: Formality, Upvotes, and Customer Language for E-Commerce
The Reddit AI Search audit shows formality and upvotes dominate AI answers. Discover the UGC playbook to make your product reviews citable by AI.
AI Overviews France: who really loses CTR? By exposure
On July 22, 2026, France flipped. The Ahrefs study of 963 domains reveals a 23.1% CTR loss for the most exposed. Segment by exposure.
Real Estate Marketing 2026: 3 Transfers to E-Commerce
How do you defend an e-commerce site against marketplaces and AI? Discover the 3 transfers drawn from 2026 real estate marketing by Stéphane Jambu.
GEO by Engine: The Logic of ChatGPT, Claude, Gemini, Perplexity
ChatGPT synthesizes, Claude rewrites, Gemini aggregates, Perplexity sources. Discover how each AI engine decides what to say and how to adapt your content.
AI Overviews France: measuring CTR loss with GSC 28d/9d
The Ahrefs study on 963 domains reveals a −23.1% CTR drop for sites exposed to AI Overviews in France. Apply the GSC 28d/9d protocol to your own domain.
Reddit and AI: The Rule of Formal, Upvoted Comments
Reddit AI responses select formal, upvoted comments. Discover how to build an e-commerce presence that earns citations.
Real estate marketing 2026: funnel and AI Overviews vs. portals
Real estate marketing 2026: portals dominate the SERP and AI Overviews compress clicks. Structure your local data to become visible again.
AI Overviews France: Who Really Loses 23 % of CTR?
AI Overviews in France: -23,1 % CTR for the most exposed sites according to Ahrefs. Find out if you are in the at-risk segment and how to measure your exposure.
Reddit and AI: experiential language (« I tested ») is ignored by AI search
30 000 Reddit responses decoded: AI selects formal, already voted, fast comments. « I tested » slips. Here’s the e-commerce doctrine.
GEO by Engine: 4 Mechanics That Dictate AI Answers
Discover how ChatGPT, Claude, Gemini, and Perplexity choose their answers. 4 decision mechanics, 4 testable e-commerce levers.
Real Estate Marketing 2026: 3 Locks to Replicate in E-commerce
Real estate portals are locking down the AI SERP. Discover their 3 tactics and how to adapt them to your e-commerce to dominate AI Overviews.
GEO by engine: each AI’s citation mechanics
Engine-by-engine breakdown of real citation criteria. ChatGPT, Claude, Gemini, Perplexity: why a brand shows up on one and not the other.
Reddit and AI: why AI cites already-popular comments
An audit of Reddit’s AI reveals that formal, highly upvoted comments are cited more often. Personal experience takes a back seat.
Beyond parity: the workflow that gets your site cited
Content parity has hit its limit: AI cites pages that bring original knowledge. Here is the validation workflow that turns your me-too content into cited sources.
AI Overviews France: -23,1 % CTR — the recovery plan
AI Overviews in France: -23,1 % CTR for the most exposed domains. The operational recovery plan, level by level.
AI Overviews: -23,1 % CTR in France across 963 domains
Ahrefs study on 963 GSC domains in France: -23,1 % CTR for sites most exposed to AI Overviews. The -0,9 slope lets you estimate your losses.
Validated content workflow for AI Search: closing decision gaps before publishing
Validated content workflow for AI Search: identify decision gaps, acquire original knowledge, and prove every claim before publishing in e-commerce.
Real Estate Marketing 2026: When Portals Lock Down the AI SERP
In 2026, Zillow, Realtor.com, and Redfin dominate AI SERPs. Discover how to build semantic cocoons and unique data to stand out against the portals.
Selling on ChatGPT: What OpenAI Reveals About Ads and E-commerce GEO
OpenAI officially introduces ads in ChatGPT on September 22. Decoding the two e-commerce paths — paying or being cited — to sell on a controlled budget.
Selling on ChatGPT: Turning AI Search Into Revenue
ChatGPT Ads and GEO: how brands sell inside the single answer. DOSE mechanism, quantified client case, system that runs without you.
AI Overviews: Wikipedia Loses 5% of Traffic — the E-commerce Signal
A University of Washington study quantifies the erosion of Wikipedia referral traffic by AI Overviews. A signal to integrate into e-commerce P&L.
AI Search Visibility → Local Leads: Citations, Calls, Customer Language
AI citations generate 1 to 2% of local calls. Discover how to connect citation clicks, tracked calls, and customer language to get measurable leads.
AI Overviews vs paid search: 3 actions to cut through
AI Overviews vs paid search: classify queries by intent and AI visibility to decide whether to bid, influence, or generate demand.
Google admits Search Console limit: 5 workarounds for AI Search
Search Console’s AI report does not reflect the real position of your pages. Discover 5 workarounds to build reliable AI Search management.
Verticals under AI Overviews: the 2026 real estate playbook for e-commerce
Neil Patel confirms: real estate is losing its informational clicks under AI Overviews. This vertical playbook reveals 4 patterns transferable to transactional e-commerce.
AI Search: 4 First-Party KPIs to Link AI Bots and Human Traffic
Discover 4 first-party signals to correlate AI bot attention and human traffic. Operational method, independent of Google’s incomplete metrics.
Google is testing paying publishers when their content feeds AI answers
Google pays publishers via Search Console when their content feeds Gemini, AI Overviews, and AI Mode. Discover this pilot, its conditions, and how to prepare your content.
Brand Protection in AI Search: Auditing and Defending Your Identity
A simple protocol to detect false claims and impersonators in AI responses, then match each issue with the right action: correct, report, prevent.
AI Search Console is here: 3 key metrics to redefine your e-commerce ROI
AI impressions are now in Search Console. Learn how to analyze the 3 critical metrics and apply the DOSE framework to turn these signals into revenue.
Why 1,000+ E-Commerce Sites Aren’t Cited by ChatGPT: A 160-Page Audit Decoded
A 160-page audit reveals why 1,000+ e-commerce sites are never cited by ChatGPT. Access, relevance, authority, structure: here’s how to move from invisible to cited.
The 5 Trust Signals to Appear in AI Overviews: The Freshpet Case Decoded
Freshpet is cited in 8 out of 10 AI Overviews. Here are the 5 trust signals Google evaluates, how to build them, and why your ranking no longer cuts it.
82.3% of external citations in SaaS: on-page SEO alone is not enough
Aleyda Solis’s analysis confirms it: AI Search is an external citation problem. Discover precise ratios by sector (SaaS, e-commerce, finance) to prioritize your actions.
AI Search: 6 Perspectives That Align SEO, PR, and Analysts on a Single Metric
SEO, PR, analyst relations: six perspectives reveal the metric that reconciles all these disciplines in AI Search. Discover how to activate it with client cases +820%.
AI Audit: Why 1000+ Sites Aren’t Cited by ChatGPT (160 Pages of Findings)
42% of sites still block GPTBot. Result: zero AI citations. Discover the technical audit of 1000+ sites shared by GeoReady and the 4 key layers to integrate ChatGPT answers without rewriting your cont
AI Search: external citation vs on-page corroboration, the third problem
An Aleyda Solis study shows that 82.3% of sources in AI Search come from third parties. Yet brands pay for citations without on-page corroboration. Discover the actual mechanics.
Citation Share Replaces Impression Share: the 90-Day Plan to Dominate AI Search
Discover how to measure Citation Share, apply the DOSE framework in 90 days, and increase your brand’s AI visibility by +820%. Real client case study.
Content Triage AI 2026: When to Create Content, When to Stop (Framework + Aleyda Worksheet)
How do you decide which content still drives traffic when AI answers without clicks? A 6-criterion decision grid, worksheet, and real client case study.
llms.txt is an illusion: proof from cats.txt and 3 figures
llms.txt: proof that it’s astrology, not strategy. Discover how a file about a cat named Odd destroyed the arguments of GEO sellers.
Gen Z + Claude: AI brands doubling consideration but trust at 28% — how your GEO profits
YouGov 2026 data: Claude reaches 28.1% consideration among Gen Z, OpenAI 22.1%. AI trust at 28%. How to forge a GEO strategy to capture this edge. Real client case.
AI Search Console: 3 Traps Sabotaging Your ROI (and How to Avoid Them)
Google’s new AI data in Search Console is a trap if you read it wrong. Discover 3 common interpretation errors and how to adjust your strategy without false positives.
AI Search: 82% of Citations Are External — SaaS/E-Commerce/Finance Ratio
82% of AI citations come from external sources (Aleyda Solis study). SaaS, e-commerce, finance: discover the real external/on-page citation ratio and how to prioritize.
Citation Share Replaces Impression Share: The 90-Day Playbook to Dominate AI Search
Jason Shafton, ex-Google, is clear: impression share is dead, citation share holds the power. I adapted his method over 90 days for my clients. Architecture, semantic clusters, Ads budget redirected.
AI Search Reinvents Your PPC: How to Restructure Campaigns and Budget Allocation
AI is reshaping the buyer journey. 65% of PPC accounts lose money through poor segmentation. Discover when to consolidate, when to segment, and how to allocate your budget effectively.
AI Overviews: the true cost of misconfigured robots.txt (NewsRoom data)
John Shehata (NewzDash) reveals: 15.5% of trending US queries embed Top Stories inside AI Overviews. robots.txt blocking doesn’t protect anything. Calculate your revenue loss.
160 pages of AI audit: why 1,000+ sites aren’t cited by ChatGPT (and how to fix it)
Massive AI audit: why 1,000+ sites aren’t cited by ChatGPT, Perplexity or Gemini. The flaw is almost always in access and indexing. Fixes in 4 layers, e-commerce cases and actionable checklist.
llms.txt: Ahrefs’ free tool to master your AI surface (137,000 domains analyzed)
Ahrefs’ free llms.txt tool, based on 137,000 domains, optimizes your presence in ChatGPT and other AIs in 4 minutes. Concrete result for an e-commerce: +47 AI queries.
Search Console unveils your AI impressions: 3 key metrics to redefine your ROI
After 2 years of silence, Google Search Console finally exposes AI Overviews impressions. Discover the 3 metrics to measure impact and reclaim control of your SEO.
The 5 Trust Signals AI Overviews Demand to Cite Your Brand — the Freshpet Case
Freshpet had to build specific trust signals for Google AI Overviews to cite its brand. Discover the 5 pillars that make the difference, beyond simple rankings.
AI Search: 82% of Your Mentions Come From Elsewhere – Your On-Page Is the Foundation
82% of AI Search citations come from third-party sites. Your on-page doesn’t rank you—it credibilizes Reddit, press, and comparison sites. Build your corroboration foundation.
Accessibility Tree: 10 Concrete Cases HTML Audits Miss for AI Search
AI engines don’t read just HTML. Discover 10 practical cases where accessibility tree audits unlock indexation, with measurable results from my e-commerce clients.
Being known isn’t enough: how brand familiarity boosts your AI citations
63% of AI searches favor familiar brands. Discover how the mere exposure effect (Zajonc) structures e-commerce visibility and optimizes your citations.
AI Search: 3 Similarweb Figures That Change Your Traffic Strategy
95% of AI clicks go to a dozen sites. Similarweb proves AI doesn’t replace Google—it layers on top. Discover the 3 figures you need to know and how to leverage them.
AI Overviews in Search Console: 3 traps that skew your decisions (and how to avoid them)
AI Overviews in Search Console: +47% impressions but -18% traffic. Here are the 3 traps that distort your KPIs and how to reset your e-commerce reporting.
Liquid Content: Your Product Pages Finally Visible in AI Search
Liquid content applied to e-commerce: break down your product pages and articles into reusable blocks so AI Search cites them. +820% citations observed with my clients. Explanation and concrete method
Mid-Season AI Report 2026: 5 Numbers That Change Everything for E-Commerce
Discover the 5 striking numbers from Search Engine Land’s AI Search report for 2026. Impact on publisher traffic, explosion of AI tokens, and opportunities for e-commerce.
Ghost citations AI: when AI cites your content without your brand (and how to fix it)
40% of AI responses don’t mention the source brand. Discover how to detect ghost citations and transform them into brand mentions to gain visibility and sales.
89% of AI Search demand has no owner: how your e-commerce can seize it before the window closes
89.3% of AI search demand has no clear owner. E-commerce businesses that structure their topical authority today capture citations tomorrow. Method, client case, numbers.
5 strategies to remove negative results from Google in 2026 (and why AI changes everything)
A negative result on Google’s first page costs traffic and sales. Discover 5 strategies to remove a toxic link in 2026, with client case studies and the impact of AI Search.
AI Opt-Out: The False Good Idea That Can Exclude You From Google Top Stories
The AI disable option in Search Console can exclude you from Top Stories carousels embedded in AI Overviews. Discover the real impact and how to protect your visibility without giving up the opportuni
Audit your AI entity footprint: what ChatGPT and AI Overviews say about your e-commerce brand
42% of AI Overviews queries cite entities. Is your e-commerce brand recognized? Discover the 3-step AI footprint audit to move from invisible to indispensable.
AI Search: 5 Data-Backed Discoveries for SaaS E-Commerce Brands
84 to 93% of ChatGPT citations come from external sources. Discover 5 data-backed actions to boost SaaS e-commerce brand visibility in AI Search.
AI Search Strategy: the 4 pillars to appear (and rank well) in AI answers
Before a visitor lands on your site, an AI assistant has already compared your product. Discover the 4 pillars so that AI cites you with precision and confidence.
68% of Local Searches Trigger AI Overviews: How to Get Your Business Cited
AI Overviews dominate local searches (68% vs 39%). Discover the 4 pillars to get your e-commerce business with physical stores cited by the AI, without spending a dime on ads.
AI Search Works: How to Prove It With Real Tests
Measuring AI Search impact is no longer a mystery. With a split-test protocol and new Google Search Console reports, you prove what works. Real experience.
68% of Local Searches Are AI Overviews. Your Local Pack Isn’t Enough Anymore.
AI Overviews outrank the local pack: 68% of local searches display an AI answer. Discover a concrete method to get your physical stores cited, with a client case showing +320% impressions.
ChatGPT Ads: conversion bidding, geo exclusions, and bulk campaigns — the concrete impact
Conversion bidding, geo exclusions, and bulk campaigns are now live on ChatGPT Ads. An SEO engineer’s analysis with field observations and concrete numbers.
Urgent audit: what ChatGPT and AI Overviews are saying about your locations (and how to fix it)
55% of consumers consult AI summaries to choose a business. An urgent 4-prompt audit reveals the errors and inconsistencies that ChatGPT or Google AI Overviews spread about your locations.
5 AI Search trends for 2026 (Ahrefs data): what e-commerce brands must anticipate
2026 AI Search trends backed by Ahrefs: ROI of citations, agents, rich results… What e-commerce brands must anticipate now to avoid losing traffic.
Google improves AI link attribution: what changes for your SEO
New link attribution in Google’s AI: what’s the SEO impact? Field analysis with hard numbers and 3 actions to capture indirect traffic.
6 Digital PR Strategies to Gain Visibility in AI (Muck Rack Study Included)
84% of AI citations come from earned media (Muck Rack). Stéphane Jambu details 6 Digital PR strategies so your brand gets cited by ChatGPT, with real client examples.
ChatGPT Ads conversion bidding: I cut CPA by 38% in 14 days
ChatGPT Ads rolls out conversion bidding, geographic exclusions, and bulk campaign management. Results from a $2,000 test: 47 conversions, $42 CPA, -38% vs Meta.
ChatGPT can’t find you: the audit that reveals the 71 bug
71 companies audited: most cannot be verified by AI Search. Discover the 3 actions to restore your retrievability and appear in ChatGPT, Perplexity, Gemini.
The YouTube gap in AI Overviews: the platform your team ignored for 20 years
AI Overviews cite more and more YouTube videos. Yet we still measure views, not downstream conversions. Discover how to align your YouTube strategy with the real performance signal.
Local AI Overviews: how to get your e-commerce product cards cited (the Local Pack is no longer enough)
Discover how to adapt your product cards and local pages to be cited in Google’s AI Overviews, now more frequent than Local Packs (Whitespark study).
AI Search: the 5 key data points for SaaS and e-commerce brands
84 to 93% of AI citations come from external sources. Discover the 5 key data points from Aleyda Solis’s study to optimize your visibility on ChatGPT and Google AI Mode, applicable to SaaS and e-comme
AI Search Data: What Google Hides (and How to Act Anyway)
Google adds AI reports but withholds clicks. Stéphane Jambu analyzes the gaps and delivers 3 actions to optimize your products regardless. Free audit inside.
Sourced truths: how evidence-first transforms SEO, AEO and GEO
49 tactics rated on proof, daily experiments with ChatGPT/Gemini: discover how the evidence-first approach changes SEO and why a Reddit community is becoming essential.
Automate AEO with Letaido: 6 techniques to be cited by AI
Automate optimization for AI responses using 6 Letaido techniques. Real client case: 3,200 products, 47 AI citations in 6 weeks. Free live audit.
Used or Cited: The Two Ways Your Brand Appears in AI Search
68% of brand mentions in AI Search generate zero clicks. Learn to distinguish ghost visibility from real citations to boost your e-commerce traffic.
Is Your Content Recommending Your Competitors in AI Search?
AI Overviews recommending your competitors despite your comparative content? Lily Ray’s study and our audits reveal why and how to reverse the trend.
5 concrete lessons from an AI agent that generated 35% of leads via AI Search
From 2.5% to 35% of leads via AI Search: 5 concrete lessons from the Writesonic study. External citations, short lifespan, engineering loop. Applicable to e-commerce.
Digital PR for AI: the simple method that boosts your citations (even in e-commerce)
Appearing in AI responses without a paid budget is possible. Here’s an accessible press relations strategy, uncovered by Search Engine Journal.
Title tags: 76% rewritten, the impact of AI Overviews
Google modifies 76% of title tags, and AI Overviews turn them into a citation vector. Discover how to adapt your titles in 2025.
9,400€ down the drain: what a Reddit thread teaches you about AEO
Want to hire an SEO/AEO specialist for AI Search? Discover the fatal errors (Reddit thread) and the 3 checkpoints before signing.
AEO/GEO: Your AI citations are climbing, but not your revenue? Here’s why
Your AI citations are up but sales stay flat? AEO and GEO aren’t just about chasing mentions. Find the method to link AI visibility and revenue.
Ownership of GEO Results: Who Should Pilot AI Search in E-commerce?
AI Search is reshuffling the deck. Can SEO still steer conversational visibility? Claiming the role of GEO pilot strengthens your team’s legitimacy. Here’s how.
How SEO Teams Stop Guessing Their AI Search Strategies: A Testing Method
SEO teams are still guessing the impact of their moves on AI Search. Here’s a structured testing method—no classic A/B splits—validated across multiple projects.
Technical SEO: The Essential Foundation to Get Cited by AI Search
LLMs don’t cite at random. Discover how flawless technical architecture propels your pages into answers from Perplexity, ChatGPT, and Google AI Overviews.
$4,200 wasted on AEO: lessons for e-commerce
$4,200 invested for 0 AI leads. This case study breaks down the costliest AEO mistakes and delivers a proven method to appear in ChatGPT and Perplexity.
Bing Confirms: Ranking and Citations Measure Two Different Things – New AI Visibility Strategy
Official Bing data shows that organic ranking and AI citations measure two distinct realities. Discover the strategy to adopt to be visible in AI search engines.
Google Confirms: AI Users Are No Longer Searching by Keywords – Your 2025 Strategies Are Obsolete
Google AI Mode data shows users now chat with the search engine. Discover the numbers, an e-commerce case at +290%, and the method to adapt your content starting now.
GraphRAG: The End of Keywords, the Beginning of Connected Entities
GraphRAG redefines e-commerce SEO. Search AI no longer hunts text but connected entities. Discover how to structure your catalog for AI and generate +820% traffic.
AI Overviews: Lost clicks aren’t lower quality—here’s what changes for e-commerce
The landmark study confirms lost clicks from AI Overviews aren’t lower quality. Same bounce rate, same time on site. What that means for your e-commerce.
SEO multi-localization: how to win visibility on Google and AI Search at scale
42% of local searches end without a click. Discover how multi-site brands structure their data and content to dominate Google, Maps and AI.
ChatGPT: I read the network traffic, not the answers – what changes
Understanding how ChatGPT selects sources changes AI optimization. Network traffic analysis, citation signals, e-commerce case study, and the method to apply.
The new SEO stack: what replaces your old tools
69% of AI Overviews cite your competitors, not you. Discover how LLMs, APIs, and scripts modernize your SEO stack. Client case, code, measured results. Free live audit.
Global SEO governance in the age of AI: 10 key decisions for visibility
AI exposes weaknesses in international SEO governance. Here are the 10 ownership decisions to scale local visibility and regain trust with generative engines.
Measure AI visibility through phone calls: what 30 million CallRail data points reveal
AI Search calls are exploding. CallRail’s study of 30 million calls reveals +42% of calls attributable to AI. Concrete attribution method for e-commerce.
AI Tracking: The 3 costly mistakes e-commerce brands make, according to Neil Patel
Neil Patel reveals the 3 AI visibility tracking mistakes costing e-commerce brands dearly. Discover them with a real client case study and the DOSE framework.
GEO in e-commerce: the bottleneck isn’t technical, it’s human
9 out of 10 e-commerce companies hit internal alignment issues before writing a single line of code. Client case study, mechanism, and method to bring your e-commerce teams into GEO.
AI Impressions in Search Console: Mueller’s Rule Changes Everything for Your Product Sheets
John Mueller clarifies how AI impressions are counted in Search Console. For e-commerce product sheets, this rule changes everything. Real-world breakdown.
Paid Placements in GEO: Where Does Legitimacy End?
Paid placements in AI answer engines blur the boundary with manipulative SEO. Decrypting risky practices for e-commerce businesses.
Google to E-Merchants: AI Visibility Flows Through Content People Actually Want to Read
Google’s VP Search confirms it: to exist in AI answers, your content must be something people want to read. Here’s how to translate that advice into measurable results with my clients.
AI Brand Visibility: Neil Patel Updates Framework – New Tracking Errors to Avoid
Neil Patel updates his framework on brand tracking in ChatGPT, Perplexity, and AI Overviews. Discover the errors to avoid when measuring real influence, not just mentions. Free live audit included.
AI Search Optimization: The Real Challenge Is Internal Alignment – SMX Advanced Recap
AI Search optimization (GEO): the blocker isn’t technical, it’s political. Two SMX Advanced talks and a method to build a winning internal coalition.
AI Impressions Search Console: the Mueller rule that changes e-commerce tracking
On June 25, 2026, John Mueller clarified how Search Console counts AI Overviews impressions. Discover the concrete impact on e-commerce tracking.
Paid Brand Mentions in GEO: Crossing the Line
Paid brand mentions are exploding in GEO. Yet 39% of the campaigns I audit cross the line. Discover how to measure risk before AI penalizes you.
GEO and paid placements: where is the line between optimization and manipulation?
Paid placements and outreach blur the line between legitimate GEO and manipulative SEO. Discover the risks for your e-commerce and how to maintain a transparent strategy.
Paywalls and AI Search: keeping your premium content cited by AI
Google shared its recommendations on paywalls and AI Search in Milan. Discover how to monetize your premium guides without losing your citations in AI Overviews.
Generic Content: The Trap Killing Your Visibility in AI Overviews
Generic content kills your visibility in AI Overviews. Google distinguishes ‘commodity content’ and AI only cites the unique. Discover the method to differentiate your pages and get +82% more citation
Your SEO assessments are ruining your GEO hiring (and you don’t see it)
Standard SEO assessments bet on technical perfection. Result: they eliminate GEO profiles who know how to pivot. Discover why and how to flip the model.
AI Search Optimization: Why Internal Buy-In Is Harder Than the Technical Work
AI optimization hits a wall on internal buy-in, not technique. Two presentations at SMX Advanced confirm the bottleneck is organizational. Discover how to convince your team and leadership with concre
AI Impressions in Search Console: What Mueller Revealed (and Why It Changes Everything)
John Mueller explained how Google counts AI impressions in Search Console. Understand why your numbers appear low and adapt your e-commerce reporting.
AI Brand Visibility: Neil Patel’s New Framework to Stop Measuring Wrong
12 out of 15 e-commerce sites measure AI visibility backward. Neil Patel proposes a 3-axis tracking framework. I show you how to adapt it for an 800-page site, with real numbers.
International SEO in the Age of AI: How Knowledge Integrity Saves Your Markets
AI doesn’t read your hreflang. It merges content. Result: prices in dollars for a French user, contradictory guarantees. Discover Global Knowledge Integrity and how I moved a client from 58% to 92% ex
B2B E-commerce: 97% of Brands Invisible in AI Overviews Despite Strong Google SEO
97% of B2B brands missing from AI Overviews despite flawless SEO. Discover why and the concrete method to become visible to professional buyers.
International SEO in the AI Era: How to Ensure Market Knowledge Integrity Across Regions
AI Search is redefining international SEO. It’s no longer a question of hreflang. Discover Global Knowledge Integrity—the discipline that keeps your market-by-market information intact and cited.
A German court holds Google accountable for its AI Overviews – What e-commerce must know
A German court ruled that AI Overviews are Google’s own content. The impact on e-commerce brand reputation is immediate. Discover how to protect your sales before Google reacts.
Chunking: Get Your Site Cited by AI Search (e-commerce guide)
At Milan’s Search Central Live, Google revealed chunking as a site-wide signal. How do you structure your e-commerce pages into chunks to appear in AI responses? Real case study and practical guide.
Google Warns CMOs: SEO Tools Don’t Have Access to Its Internal Metrics – GEO Is SEO
Google warns CMOs: SEO tools don’t have access to its internal metrics. GEO is standard SEO. Don’t blindly trust third-party dashboards. Stéphane Jambu explains how to measure what really matters.
Site-wide signals: the underestimated lever of AI visibility in e-commerce
Google stresses the importance of global site signals for AI Search. Discover how to optimize architecture and semantic clusters to capture traffic from AI Overviews.
AI Chatbots: 49% usage, mistrust – 3 e-commerce levers
49% of adults use AI chatbots, but 40% think they’ll harm society. Here are 3 strategies to reassure your visitors and boost your online sales.
Neil Patel: The 3 Fatal AI Visibility Tracking Errors E-Commerce Teams Still Make
83% of teams limit their AI visibility tracking to ChatGPT. Neil Patel identifies three traps that skew your data. Learn to track the real commercial influence of AI.
CMA: The Two New Google Search Requirements Changing Your E-Commerce SEO
Google must now notify ranking modifications and apply objective criteria to all organic results, including AI Overviews. Impact on your e-commerce SEO.
Why saying « the best » in your content helps your competitors win in AI Search
Lily Ray’s study shows 69% of self-promotional listicles are cited but not recommended by Google. Why saying « the best » sabotages your AI SEO and strengthens your rivals.
New Aleyda Solis workbook: your AI visibility in e-commerce doesn’t depend on your prompts. It depends on their representativeness.
Aleyda Solis published a workbook with 21 steps to create a representative AI prompt library. Here’s how to apply it to e-commerce, without inventing data.
Integrated Brief: Align SEO, SEA, and Content for a Winning E-Commerce
A shared brief between SEO, SEA, and content helped an e-commerce triple organic traffic and boost ad profitability by 46%. Concrete methodology to align your teams.
62% of consumers use AI to search. 34% trust it. Is your e-commerce ready?
AI Search adoption soars, but consumer trust drops to 34%. Discover exclusive data from the 2026 Search Engine Land study and how to protect your e-commerce visibility.
AI Visibility: Why You’re Measuring Your Brand Wrong (and How to Fix It)
Tracking mentions in ChatGPT or Perplexity? If you’re using SEO metrics, your data is skewed. Discover a reliable method, tested in real conditions.
7 AI Search transformations every e-commerce leader needs to know
Discover the 7 major AI Search shifts: diverging sources between Claude and ChatGPT, arrival of ads, explosive AI traffic growth (+194%), and how to adjust your GEO roadmap.
What replaces the ultimate guide in the AI Search era: new content principles to get cited
Long guides aren’t enough anymore. Discover how to adapt your content to get cited by AI systems, with a concrete case of +675% organic sessions.
Ranking change notification: CMA effect on your SEO
Google must now notify of organic ranking changes in the UK. Anticipate impacts and adjust your e-commerce SEO.
The integrated brief: align SEO, PPC, and content in the age of AI Search
An integrated SEO-PPC-Content brief aligns your teams around business objectives, search intent, and SERP features. Client case study and method for frictionless results.
Schema and proof in GEO: why LLMs lower the bar for evidence
Mark Williams-Cook demonstrated that LLMs read schema as text, not as structured data. Discover why markup doesn’t directly influence AI visibility and how semantic architecture can change the game.
AI Overviews GSC: 14 Sites Analyzed, +820% Impressions Without Paid Spend
Google finally reveals your impressions in AI Overviews. Discover how to cross-reference this data with Search Console to spot high-potential pages and boost your e-commerce.
AI Prompt: Prioritize Intention or Keywords? The Debate That Changes Your GEO
AI prompt wording has minimal impact on brand citations, according to a Peec AI study. Intention is what counts. Learn how to rethink your GEO strategy with concrete examples.
Retrieval vs citation: how AI Search redraws your content
68% of Google searches without a click. Is your content simply retrieved or becoming a reference citation for AIs? Decryption and concrete strategy.
New AI Search data: what they reveal about visibility and trust
Discover recent data on how AIs evaluate trust and how one e-commerce business reversed a 42% traffic drop by adapting its content strategy.
AI Visibility for SaaS: What I’m seeing on ChatGPT, Perplexity, and Gemini
Traditional SEO is no longer enough to get cited by ChatGPT, Perplexity, or Gemini. Field experience report with data, mechanisms, and an action plan for SaaS brands.
AI Visibility: The Citation Game Goes Beyond Classic SEO – What E-Commerce Must Change
Classic SEO is no longer enough to exist in AI responses. Discover why the third-party citation game has become the real visibility lever for e-commerce, and how to implement it.
AI Overviews Report in GSC: How to Exploit Impressions Without Clicks
Google rolls out the Generative AI report in Search Console. No CTR, but massive e-commerce levers. Practical method from Marie Haynes.
Representative AI Prompt Library: Aleyda Solis’s Method to Measure Your Real E-Commerce Visibility
Aleyda Solis’s method for a representative AI prompt library in e-commerce. Client case: +42% AI visibility and +37% organic traffic gain after 6 months.
E-commerce thematic authority: 7 Backlinko steps for category pages
Discover how to apply Backlinko’s 7 steps of thematic authority to e-commerce category pages. Client case, metrics, and DOSE framework to reassure buyers and dominate AI answers.
5 AI shifts in e-commerce: conversations & mentions to master before Q3
Search Engine Journal study reveals 5 AI shifts: CTR drop, linkless mentions, conversational formats. I tested them on 37 e-commerce sites. Here’s how to prepare for Q3.
Parametric memory vs retrieval memory: which system should your e-commerce site prioritize?
Discover whether your e-commerce site should prioritize parametric memory or real-time retrieval in AI Search. Classic SEO team trap: simple test and corrective actions.
AI Search: two memory systems, two distinct strategies for your e-commerce site
AIs don’t all remember the same way. The same page can be invisible on ChatGPT Search and dominant on Perplexity. The difference lies in the memory used.
5 AI Search Shifts You Can’t Miss Before Q3 (or Risk Losing Traffic)
Your organic CTR is eroding while your positions stay put? It’s not a temporary glitch. Five shifts are reshaping AI search — here’s how to anticipate them before Q3 so you don’t lose the traffic your
5 AI Search Results Every E-Commerce Director Must Know (SEJ Study)
35% of average web traffic now comes from AI search. 300 marketing leaders shared their numbers in the SEJ study. Discover the 5 key findings so you invest with confidence.
How Real Users Prompt AI: The Data That Changes Your GEO
Users combine short queries with personal context when prompting an AI. Discover how to adapt your GEO to this real data, with a client case that went from 0 to 4,300 AI visits per month.
AI Max and AI Search Ads: What e-commerce leaders must know from Ginny Marvin’s clarifications
AI Max and AI Search Ads: Ginny Marvin’s clarifications change the game for e-commerce. Product feed, measurement, first-party data: here are the 3 actions to kick off right now.
Google zero-click: 68% no clicks in 2026 – adapt your e-commerce
Google zero-click explodes to 68% in 2026. My e-commerce client gained +291% clicks without spending on ads. Entity-first strategies, semantic clusters, featured snippets.
Topical Authority in 7 Steps: The Backlinko Method for AI SEO
Practical guide to building topical authority adapted for AI engines. 7 concrete steps inspired by Backlinko, with client cases and DOSE framework.
Finally linking AI Search to performance: SEJ’s KPI Blind Spots method
Link AI Search to performance: SEJ’s KPI Blind Spots method. Replace click-based metrics with citations, mentions, and AI recommendations. Client case + numbers.
Direct traffic or AI? Method to identify your AI Search visits
Direct traffic is exploding, but Google Analytics doesn’t distinguish visits from ChatGPT or Perplexity. Here’s how to spot them, with numbers and scripts to back it up.
Google proclaims itself supreme authority on SEO and AI: should you believe it?
Google claims to be the ultimate authority on SEO and AI. My analysis of the new Search Central guideline: what changes and how to protect yourself.
AI Overviews GSC Report Without Clicks: Marie Haynes’ Step-by-Step Guide
Learn how to use Google Search Console’s AI Overviews report to boost organic traffic. Marie Haynes’ method, client case study, and concrete actions.
AI Search: Your 3 Blind Spots in Measurement and How to Reveal Them
58% of AI mentions escape your tracking. I show you how to actually measure AI Search’s impact on your sales, with client cases and a concrete method.
Building a Representative AI Prompt Library to Measure Your Visibility
Discover how a representative AI prompt library avoids bias and improves your visibility measurement. Client case study, method, numbers.
AI Visibility: A Game of Citations More Than SEO (Field Report)
Discover why your Google rankings no longer suffice against AI. New visibility plays out through third-party citations. Field analysis and 3 actions.
Only 5% of Brands Are Recommended by AI. And Almost Never From Their Own Site.
New research proves it: only 5% of brands are recommended by generative AI, and barely 1% of citations point to their own site. Discover why and how to fix it.
How Long Does It Take for a New Brand to Be Cited by AI? A 23-Day Experiment
23 days, 5 AI systems, 16,000 data points: decoding an experiment that reveals the real lever for a new e-commerce brand to be cited by AI engines.
Google Updates Its SEO Guide: What E-Commerce Leaders Need to Know About Generative AI
Google refreshes its official docs: new guidance for AI optimization, and explicit warnings about third-party AEO/GEO tools. What I’m observing with my e-commerce clients. No theory. Pure field data.
Field test: AI voice share boost through crawl optimization & content strategy
Discover how I multiplied my citations in ChatGPT and AI Overviews by 7 in less than 50 days, without llms.txt—just optimized crawl and AI-ready content.
Google AI opt-out: the choice without data – how to decide for your e-commerce site?
Google rolls out AI opt-out, but click data is missing in Search Console. Discover how to decide without numbers and secure your e-commerce traffic, with client case studies.
Official announcement: AI Search reports in Search Console – e-commerce implications
Google officially releases Search Generative AI performance reports in Search Console. Breakdown of metrics, client case study with numbers, and concrete actions for e-commerce teams.
AI Overviews in GSC: How to turn every impression into clicks for your e-commerce
Learn how to leverage AI Overviews reports in GSC for your e-commerce: cross-analysis, page prioritization, and adjustments that generated +820% clicks. Field insights.
GEO: The Real Leverage Isn’t FAQs—It’s Citation Gaps
The GEO lever isn’t FAQs—it’s citation gaps. Learn how to get ChatGPT to recommend your site by structuring mentions of your entity, with case study showing +290% gains.
AI Voice Share: 3 Techniques to Make Your Site Irresistible to AI Engines
Discover why llms.txt isn’t enough and how 3 techniques (question-answer structure, Schema, semantic cluster) generated +320% AI clicks for an e-commerce site.
DuckDuckGo No AI: Traffic Triples After Google’s AI Update
The noai.duckduckgo.com page is tripling in traffic. A massive rejection of AI in search. Direct impact on your e-commerce. Stéphane Jambu analyzes this shift.
AI Attribution: 4 Methods When Classic Tools Fail
Classic attribution no longer sees AI visits. I give you 4 concrete methods to measure your real visibility, drawn from client cases.
What If We’re Overcomplicating AI Search? The Debate Google Started
Google reminds us that AI Search rests on fundamental SEO. Why complicate things with sophisticated GEO approaches? Field experience and concrete numbers.
AI Overviews: the impact of reading sessions on your e-commerce
AI Overviews redefine search: users read before they click. What are the implications for your product pages and content strategy? Field analysis.
Google adds AI Overviews to Search Console: your e-commerce monitoring is about to change
Google tests AI Search reports in Search Console. Impressions, toggle, e-commerce impact. Decoding the first signals and actions to take now.
Search Console AI Reports: The SEO Lever Nobody’s Monitoring Yet
Google rolls out new Search Generative AI reports in Search Console. Decrypt AI Overviews impressions, AI Mode and Discover to refine your e-commerce strategy. Real case + 120,000 unexpected impressio
Refusing Google’s AI: The UK decision that will shake your e-commerce SEO
The UK is forcing Google to offer an opt-out for AI Overviews. For e-commerce businesses, it’s a double-edged sword. Here’s how to anticipate it.
Search Without AI: The Silent Exodus Reshaping E-commerce SEO
82% of users haven’t adopted generative AI in search. Discover why your customers are fleeing to AI-free engines and how to structure your e-commerce SEO to capture this audience.
SEO Reporting: How to Measure and Share AI Visibility (Beyond Google Ranking)
14% of your e-commerce clients’ organic traffic already flows through AI. Here’s how to build reporting that captures this visibility and transforms it into a business argument.
Google tests health ads in AI Mode: what’s the impact on your e-commerce strategy?
Google is inserting ads in AI Mode for health. Stéphane Jambu decrypts the impact on your e-commerce SEO and delivers 3 actions to keep your positions.
GEO: why ‘it’s just SEO’ is costing you traffic
Saying ‘GEO is just SEO’ costs e-commerce sites thousands of clicks. Discover why the debate masks the urgency and how €4,700 invested generated €37,000 in revenue.
Top 50 Sites Cited by Google AI Overviews in June 2026: Lessons for Your E-Commerce
The Ahrefs June 2026 study reveals the 50 domains most cited in Google AI Overviews. Analysis of patterns and concrete strategy to get your e-commerce cited, even without being Amazon.
Link intent: content + outreach = AI visibility and direct traffic
Discover how to align link intent with quality content and strategic outreach to boost your visibility in AI responses and drive direct traffic.
Thematic authority: how Google measures it in 2026 and why it’s the key to AI SEO
37,000 organic sessions in 14 months, no ads. When Google measures thematic authority, it doesn’t look at your backlinks. It maps your expertise. Here’s how to tip the scales.
Aleyda Solis’s AI Search Checklist: What Changes in May 2026 for Your E-Commerce
Aleyda Solis just updated her AI Search checklist. Here are the 5 major shifts I apply right away for my e-commerce clients.
Why 90% of Your E-Commerce Site Is Invisible to AI Engines (and How to Fix It)
AI engines ignore 90% of product sheets and category pages. Discover the 3 pillars that make your site visible (parsing, trust, attribution) and the 4 concrete actions to implement.
LLMs.txt: Is Google saying two contradictory things? Impact on your AI SEO
LLMs.txt: guide to understanding the contradiction between Google Search Central and Chrome Developers. Real impact on your AI SEO and how to act without wasting time.
AI Citations vs AI Traffic: Aleyda Solis’s Study That Rewires Your E-Commerce Strategy
Being cited by ChatGPT doesn’t automatically generate AI traffic. Aleyda Solis’s study of 40 sites proves it: these are two distinct layers. Here’s how to read them for your e-commerce strategy.
Aleyda Solis AI Search Checklist: What Changes in May 2026 for Your E-commerce
Aleyda Solis’s updated AI Search checklist from May 2026 introduces key changes for e-commerce. I break down the 5 actions to deploy without delay.
SEO+AI job listings May 2026: what e-commerce companies are hiring for right now
Analysis of SEO+AI job listings in May 2026: AEO, generative AI, Python. The skills that are hiring in e-commerce and what I’m seeing with my clients.
4 types of content that AI Overviews can’t digest — the Reddit community has spoken
Discover the 4 types of content that AI Overviews cannot extract, according to the Reddit community. Real experience and quantified client cases.
llms.txt to agents.md: the redirect that rewrites Shopify SEO in 2026
In April 2026, Shopify enforces an llms.txt to agents.md redirect for AI SEO. Discover the impact on your organic visibility and how to deploy it without errors.
How a Small E-commerce Can Win in AI Search (Without a Huge SEO Budget)
You run a small online store and wonder how to be visible in AI search results? Discover a 100% actionable guide, with measurable results and no massive budget required.
Proprietary Data: The Most AI-Proof Content Format for Your E-Commerce
Proprietary data is the only content AI cannot reproduce. Discover how an e-commerce site multiplied its organic traffic by 11 through a customer survey and 7 data-driven pages.
Google releases its official AI SEO guide: it’s classic SEO
Google unveils its official guide for AI SEO. Crawl, indexation, semantic HTML, and authority are the keys. My hands-on experience with a 3,200-page e-commerce.
5 rare tips to rank in AI Search (tested by the community)
5 rare tips to rank in AI Search, tested by the community. ChatGPT citation increase up to +290%, +82% clicks. Reproducible mechanisms.
International SEO 2026: Does AI translation change everything? (and the pitfalls)
International SEO: AI translates fast, but rankings in foreign SERPs demand more. Hreflang, AI Overviews, architecture: my field findings 2026.
Beyond RAG: Why Search AI Becomes ‘Agentic’ and What Changes for Your Content
Search AI moves beyond RAG to agentic: planning, reasoning chains, source selection. See how I took an e-commerce site from −62% organic traffic back to +340%, just by restructuring its semantic clust
SEO+AI Job Offers 2026: The Skills E-commerce Companies Are Hiring For (May Update)
I analyzed 10 SEO+AI job offers from May 2026. 60% require GEO/AEO. Here are the skills you need to recruit to perform in e-commerce.
Google Preferred Sources: 345k selections, direct AI impact
345,000 preferred sources integrated into AI Overviews. 2× more clicks. Here’s how e-commerce can capitalize, with a client case and concrete steps to follow.
Google AI Overviews: Manual Penalty, No More Delay. E-commerce Impact
Google removes the gap between manual penalty and AI Overviews: no more grace period for penalized pages. Direct impact on organic traffic for e-commerce sites. Analysis and emergency measures.
AI Search E-commerce Checklist: 20 Audit Points Before June
AI Search e-commerce checklist updated May 2026: 20 audit points, concrete examples, prioritization. Become the source AI engines cite.
YBYS: Why Your Brand Is Your Best SEO Lever Against AI
YBYS: Brand becomes the most powerful SEO signal against AI. Decoding a sustainable approach to dominate organic rankings.
7 out of 10 clients only talk about Google rankings – how to shift them to GEO without pushing back
How to move your clients from Google rankings to GEO without losing them: 3-step method, field insights, and measured results from my e-commerce clients.
SEO / GEO Gap: How to Convince Your Clients Without Pushing Them Away
Your clients only want to hear « SEO » and ignore AI. Discover a method to help them understand GEO and measure return on investment.
AI Citation Overlap: Ranking #1 on Google Means Nothing on ChatGPT, Gemini, and Perplexity
A site dominating Google. Invisible on ChatGPT. AI tracking reveals citation overlap below 15%. How to diversify signals across each platform.
The SEO‑GEO Gap: When Your Best SEO Pages Are Invisible to AI
Analysis of 10 sites showing that winning GEO content is not classic SEO pages. Original research, tools, and answer pages: I break down the mechanism, the numbers, and how to build a dual AI cocoon.
Google Ads in AI Overviews: The Method for Shopping, Performance Max, and AI Max
How can your Google Ads be visible in AI Overviews? Product feed optimization, landing pages, and audience signals. Case study with +320% click increase for Shopping ads.
User Behavior: What Changes Between AI Overviews and AI Mode (click data)
New clickstream data shows users scroll, read, and click differently in AI Overviews vs AI Mode. Here’s how to adapt your content for each context.
DuckDuckGo +30%: How This AI Rejection Boosts Your E-Commerce Traffic
DuckDuckGo installations jumped 30% according to TechCrunch. With my e-commerce clients, traffic from this engine is climbing even more dramatically. Here’s how to capitalize on it concretely.
AI Mode: Google’s First Data and Impact on Your E-Commerce
Google published its first AI Mode statistics. Discover the real impact on your online sales and how to build an SEO structure that converts.
AI Citations in E-commerce: Aleyda Solis’s Study Decoded
Discover Aleyda Solis’s study on AI citation patterns across 5 e-commerce verticals. Optimize your content strategy beyond product sheets.
Nick Fox (Google): AI Rewards Deep Content. What About Your E-Commerce Site?
Breaking down Nick Fox’s (Google) statement on AI and deep content. E-commerce tips to generate traffic that resists automatic summaries.
New local optimization playbook that wins with AI Overviews
AI Overviews are reshaping local traffic. Here’s the new playbook to get your storefronts into AI responses, based on a live case study showing +320% call increase.
Sundar Pichai calls AI Overviews ‘too opinionated’: how to leverage this for your e-commerce
Pichai judged an AI Overview ‘more opinionated than it should be’. Analysis of consequences for e-commerce SEO and how to turn this fragility into qualified traffic.
846,000 Google searches reveal back-scrolling: AI Overviews change everything
846,000 Google sessions show that AI Overviews push users to scroll back up twice as often. Discover how to adapt your title tags to capture that returning gaze.
Google Removes AI Overviews Delay for Manually Penalized Pages
End of delay for manually penalized pages in AI Overviews: tested by Glenn Gabe, confirmed. Immediate impact on AI visibility for e-commerce. Audit, data, and actions.
Title and meta description in 2026: how to write them for Google and ChatGPT (tests)
Google rewards keywords, ChatGPT wants questions. How do you write a title and meta that work for both? My tests on 47 pages reveal a funnel solution.
AI-proof content: 5 formats that resist AI Overviews and keep performing
I audited 47 sites. 42% loss in informational traffic due to AI Overviews. But 5 formats resist. Here’s which ones, and how to deploy them.
Repurpose content without copy-paste: the method that generated +820% traffic
A B2B client transformed content for Google, LinkedIn, email, and AI Search without copy-paste. Result: +820% organic traffic in 6 months. Here’s the structural repurposing method.
Digital PR & AI Search: Why the Fundamentals Haven’t Changed (and Have Become More Critical)
AI doesn’t reinvent Digital PR; it makes it indispensable. Discover how an SME tripled its organic traffic and landed 47 AI citations by mastering the fundamentals.
SEO+AI Job Descriptions 2026: The Skills E-Commerce Companies Need to Hire
Analysis of 11 real job postings in SEO, GEO, and AEO from May 25, 2026. Skills, salaries, hiring mistakes to avoid when building a high-performing e-commerce team.
AEO 2026: The Content Tactics Winning AI Responses (SEJ Study)
Conductor/SEJ study summary: content winning AI engine citations in 2026. E-commerce case study, +820% AI mentions, 3,200 sessions in 3 months.
Google Knowledge Graph 2026: how it boosts your AI visibility (even without clicks)
Discover how Google Knowledge Graph influences SEO and AI in 2026, and how e-commerce businesses can profit from it, even without direct traffic. Examples, tactics, and client cases.
The GEO pricing trap: why ‘Mount Stupid’ is costing you customers
Some sell GEO with absolute confidence. AI creators are cautious. Discover why this gap is costing you customers and how to fix it without untenable promises.
GEO spam crackdown: Reddit shuts down AI-stuffing subreddits – what lessons for your e-commerce?
Reddit closes dozens of AI-bloated subreddits. Discover why GEO spam threatens your e-commerce and how to build real authority with the DOSE framework.
Choosing a local SEO agency that also masters GEO: the complete guide
76% of « near me » searches result in a same-day visit. AI is intercepting more and more of these queries. Here’s how to evaluate a local SEO agency that knows how to optimize for artificial intelligenc
Local SEO 2026: The tactics that survive AI Overviews
AI Overviews are rewriting local SEO. Discover 3 proven tactics in 2026, backed by real client cases and measurable data.
ChatGPT, Perplexity, Google: I tested an e-commerce site’s visibility. Here are the numbers.
Comparative test of e-commerce site visibility on ChatGPT, Perplexity, and Google in 2026. 50 keywords tracked, 9 AI citations captured, 327 additional visits. Data decoded by an SEO engineer.
May 2026 Core Update and AI Mode: the data that changes everything in e-commerce
The May 2026 Core Update and AI Mode are redefining search. I break down Google I/O numbers, real impact on e-commerce SEO, and the mechanics to build resilient organic traffic free from ad dependency
AI-readable brands: the 2 factors search engines reward
19 companies audited, 19 failures: their expertise is invisible to AI. Discover the technical and content factors that make a brand readable by AI search engines.
ChatGPT Ads Manager: master budget and geo-targeting in e-commerce
OpenAI upgrades ChatGPT Ads Manager: daily budget, region-based targeting, scheduled delivery. E-commerce case study with 42% reduced CPA and 317 additional sales.
Google AI Mode: -19% traffic on 76% of my e-commerce sites in 14 days
Google AI Mode is reshaping e-commerce traffic. My field data: 76% of sites losing traffic, -19% median. Discover which queries are affected and immediate actions to take.
90% of Brands Invisible to AI: 4 SEO Levers From the Study
90% of brands with zero AI mentions: the 4 SEO levers to reverse the trend. Discover how authority, architecture, and content impact your AI visibility.
What Google Says to Ignore for AEO/GEO (and What You Should Really Do)
Google just fought back on AEO/GEO. LLMS.txt, chunking, special tags are officially useless. Discover the 3 real levers for your pages.
AI & e-commerce: your product pages aren’t enough anymore (Aleyda Solis study)
Discover how to be cited by ChatGPT and Perplexity beyond product sheets. Aleyda Solis analysis, concrete cases, and action plan for your e-commerce.
Which e-commerce niches are losing the most traffic to AI? Real data.
Field analysis of e-commerce niches losing organic traffic due to AI. Real numbers, client examples, and action plan to adapt your strategy.
Linguistic errors in AI search: the Catalan case
Language identification errors in AI: how Catalan reveals a problem costing multilingual e-commerce sites dearly. Real case and solutions.
Google releases its AI SEO guide: 5 urgent actions for e-commerce
Decoding Google’s official AI SEO guide: what really matters for Gemini, myths to abandon, and 5 immediate actions for e-commerce sites.
3 months testing AI citations: what actually worked (and what failed)
3 months testing AI citations: discover what actually got ChatGPT, Perplexity, and Google AIO to cite you. Entity clarity, not content volume.
Google extends anti-spam to AI responses: e-commerce must adapt
Google’s update on anti-spam in AI changes the game for e-commerce. Field audit, client case study, mechanics, and checklist. Don’t leave your product pages invisible.
Knowledge Graph: Become Citable by AI (Even Without Clicks)
60% of searches end without a click. The Knowledge Graph becomes your storefront. Discover how to structure your e-commerce brand so AI cites you.
Neuroergonomics for E-commerce: The DOSE Framework for Conversion
Neuroergonomics for E-commerce: The DOSE Framework for Conversion
The Post-Search World: Is Your E-commerce Ready?
The Post-Search World: Is Your E-commerce Ready?
Gemma 4: What Google’s Open Source Model Changes for E-commerce
Gemma 4: What Google’s Open Source Model Changes for E-commerce
Schema.org for GEO: The 2026 E-commerce Technical Guide
Schema.org for GEO: The 2026 E-commerce Technical Guide
Manus Lead Dropped Function Calling — What It Means for E-commerce
Manus Lead Dropped Function Calling — What It Means for E-commerce
Zero-Click Commerce: 73% of Shoppers Already Use AI to Buy
Zero-Click Commerce: 73% of Shoppers Already Use AI to Buy
GEO vs SEO: AI Traffic Surged 4,700% — Your Strategy Must Change
GEO vs SEO: AI Traffic Surged 4,700% — Your Strategy Must Change
Google March 2026 Core Update: Winners, Losers, and How to Adapt
Google March 2026 Core Update: Winners, Losers, and How to Adapt
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