Generative Engine Optimization Blog
Strategies, guides, and platform-specific tactics to fix how AI search describes your brand.
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How to Get Cited by ChatGPT: We Asked GPT-6 52 Questions and Logged Every Source
We asked GPT-6, the model behind ChatGPT Free and Go, 52 questions with web search on and logged every page it read and cited. It sent 73% of its citations to the official site, read 2,277 pages to cite 146, and cited Reddit once. Here is what that means for getting cited.
October 19, 2026
How AI Recommends Apps: What ChatGPT, Gemini and the App Stores Read, and What You Can Fix
The App Store and Google Play already let every AI crawler read your listing. So access is not where an app wins or loses in AI answers. What a publisher controls: its own app website, one name everywhere, store metadata, and catching wrong facts in the stores' AI review summaries.
Can You Track App Installs From ChatGPT? What Apple, Google and Your Own Links Can Show
No app store reports AI assistants as a channel. Universal Links, campaign tokens and referrer filters still catch part of it. What each shows, and what stays dark.
AI Crawler Checker Tools Compared: 7 Ways to Test Whether AI Bots Can Reach Your Site
Most AI crawler checkers only read robots.txt. Seven tools compared on what they actually test (robots.txt, a request as the crawler, snippet controls, real bot traffic) with prices read off each vendor on 24 October 2026.
JavaScript SEO for AI Crawlers: What ChatGPT, Claude and Perplexity Never See
Googlebot runs your JavaScript. The crawlers behind ChatGPT, Claude and Perplexity do not run it, so text your page builds in the browser does not exist for them. What was measured, which crawler does what, how to test a page in five minutes, and what to fix.
Google-Extended: What It Controls, and Why It Won't Get You Out of AI Overviews
Google-Extended is a robots.txt token, not a crawler. Per Google's own documentation it governs Gemini training and grounding in Gemini Apps and Vertex AI. It does not touch Google Search, AI Overviews or AI Mode. Here is what it covers, what it doesn't, and the controls that do.
Applebot vs Applebot-Extended: What Blocking Each One Costs You
Applebot crawls for Spotlight, Siri and Safari search, and its data may train Apple's models. Applebot-Extended crawls nothing: it is the training opt-out. Apple's three controls, what each removes, and the Googlebot fallback most robots.txt files trip over.
Best AI SEO Tools in 2026, by Job: Prices Read Off the Vendors' Pages
"AI SEO tool" covers five different jobs, and a tool that does one does not do the others. The best AI SEO tools in 2026 sorted by job, with every price read off the vendor's own pricing page and dated, and the ones that publish no price listed as such.
What Is AI SEO? The Two Things People Mean, and What Each Actually Changes
AI SEO means two different jobs: using AI to do SEO, and being found by AI search. One is a workflow; the other is a set of gates the platforms document. Here is what each changes, what Google and OpenAI actually say, and where to start.
We Audited Our Own Site. Google Indexes 39% of It.
All 132 URLs in our sitemap return a clean 200 with a self-canonical, and Google indexes 52. Here is what the other 80 have in common, why 19 newly indexed pages added no impressions, and the Next.js default that served our titles to AI crawlers outside <head>.
Google Deindexed 2,000 AI Blog Posts. Copilot Kept Citing Them.
OtterlyAI published about 1,000 AI-generated posts on each of two new sites. Google silently deindexed both. Bing kept them, and Copilot cited them thousands of times. We charted the data, and what one pair of sites cannot prove.
AI Brand Visibility: How to Measure It Without Fooling Yourself
AI brand visibility is four counts, not one number: mentioned, named first, share of brand mentions and links to your site. How to read each per platform and per question type, with a real audit of four sportswear brands.
AI Brand Monitoring: What to Track Every Month, and the Changes Worth an Alert
AI brand monitoring is the same audit, repeated. What to record on each AI platform, why the answers change, the four changes worth an alert, a monthly routine, and how to choose a tool.
Who Owns MyFitnessPal? Not Under Armour, Whatever AI Tells You
MyFitnessPal is owned by Francisco Partners, which bought it from Under Armour in December 2020. An AI model told us Under Armour still owns it. The full ownership timeline, from primary sources.
We Ran an AI Visibility Audit on Nike, Adidas, Puma and Under Armour. Here's What AI Got Wrong
We asked ChatGPT, Perplexity and Claude the questions sportswear shoppers ask, then checked the answers by hand. Nike was named first in 13 of 15 answers. Under Armour was named first in none, and Claude says it still owns MyFitnessPal.
AI Hallucination Examples: 5 Real Cases, With Sources
Five AI hallucination examples, each traced to its primary record: a tribunal ruling against Air Canada, a court order on ChatGPT's fake cases, Google's own post, and the errors we found in Claude's answers about Under Armour and PUMA.
Robots.txt Tester: How to Check What Google and AI Crawlers Can Actually Reach
A robots.txt tester tells you what your file allows. It cannot tell you what your firewall lets in. How to test robots.txt by hand and with Google's tools, then request the page as the crawler and read the status code.
ChatGPT Shopping: How Products Get Into ChatGPT's Answers, and What Merchants Control
ChatGPT shopping shows product cards when a question sounds like buying. How products get in, where the data comes from, whether results are ads, and what merchants control, from OpenAI's own pages.
AI Crawler List (October 2026): Every Major Bot, What It Does, and How to Control It
Every major AI crawler as of October 2026, from the vendors' own pages: what each bot does (training, search or a user-triggered fetch), whether it follows robots.txt, whether its IP ranges are published, and how to decide what to allow.
LLM SEO: What Actually Changes What AI Says About You, and What Doesn't
An AI answer comes from the model's memory or from a live search, and you can reach only one of them. Here is what changes what AI says about your brand at each stage, what does not, and what LLM SEO tools can and cannot measure.
GPTBot vs OAI-SearchBot vs ChatGPT-User: Which OpenAI Crawler to Allow
GPTBot collects training data. OAI-SearchBot decides whether ChatGPT search can show your site. ChatGPT-User fetches pages live, and robots.txt may not apply to it. What OpenAI says each one does, a decision table by goal, and the firewall rule robots.txt cannot fix.
How to Turn Off AI Overview on Google: What Works, and What Doesn't
Google says AI Overviews can't be turned off. What does work as of October 2026: the Web filter, making it your default in Chrome, hiding AI Mode, and what site owners can control.
AEO vs GEO vs SEO: What's Actually Different, and What's Only a New Name
AEO vs GEO is mostly an argument about names. What each term means, where it came from, what the GEO paper actually measured, and the three levers that hold up whatever you call the work.
ChatGPT Citations: When ChatGPT Links a Source, and Whether It Can Link Yours
ChatGPT only cites sources when it searches the web. What OpenAI documents about when that happens, why some citations are wrong, and what decides whether ChatGPT can cite your site at all.
WordPress robots.txt: Where It Is, How to Edit It, and the AI Crawler Rules Worth Adding
Where WordPress keeps its robots.txt, how to edit it with Yoast, Rank Math, FTP or code, what "Discourage search engines" does now, which AI crawler rules to add, and why your firewall can overrule the file.
Hiring an AI SEO Agency? What to Ask, and 7 Promises That Should End the Call
A credible AI SEO agency works on crawler access, rendering, index eligibility and the facts AI repeats about you. Here are the questions to ask, seven promises the platforms' own documentation contradicts, and what to check before you hire.
What Is Google AI Mode? How It Works, and What It Means for Your Brand
Google AI Mode is Google's conversational AI search. What it is, where it is available as of October 2026, how query fan-out works, how it differs from AI Overviews, and what a site owner actually controls.
ClaudeBot: What It Is, What It Collects, and How to Allow or Block It
ClaudeBot is Anthropic's training crawler. Its two siblings, Claude-SearchBot and Claude-User, handle search and live fetches. What each one does, the robots.txt to allow or block each, and how to verify real Anthropic traffic by IP.
ChatGPT Ads: How They Work, What They Cost, and Why an Ad Is Not the Answer
ChatGPT ads run below the answer for Free and Go users, bought by auction in OpenAI Ads Manager from $25 a day. How they work, what they cost, and why paying never puts you inside the answer.
What Search Engine Does ChatGPT Use? And Is It Elasticsearch?
OpenAI names Microsoft and Shopify as ChatGPT search providers, plus its own crawler. What each AI engine documents about its search, and why Elasticsearch is not your lever.
GEO Strategies: 20 Popular Tactics Checked Against the Evidence
We checked 20 popular GEO strategies against vendor docs and controlled studies. Access and accurate facts hold up; schema, llms.txt and AI-style rewrites don't.
Should I Block AI Crawlers on Cloudflare? A Per-Bot Decision Guide
Block training crawlers if you object to training; keep search and agent crawlers open to stay in AI answers. What Cloudflare changed on September 15, 2026, per crawler, and how to check yours.
LLM Brand Visibility: How AI Models Decide What to Say About You
An AI answer about your brand passes four stages: memory, crawler access, retrieval and generation. What each AI vendor does at each one, and the stage you control.
Generative Engine Optimization Dubai: UAE Brands in English and Arabic
What UAE brands need from GEO: Arabic and English facts that exist, agree and are crawlable, Google's AI features in Arabic, and what Cloudflare changed on 15 September 2026.
Answer Engine Optimization (AEO): The Complete 2026 Guide
AEO is how your content becomes the answer in AI Overviews, ChatGPT, Perplexity and more. What it is, how it differs from GEO and SEO, what works, and a 7-step audit.
Answer Engine Optimization Tools: The Best AEO Tools by Job (2026)
AEO tools do four jobs: fact-checking AI answers, tracking citations, testing crawler access and counting mentions. Here is who does each, and how to do it free.
Peec AI Alternative: Peec Pricing, Review and 8 Options (2026)
Peec AI publishes prices from $95 a month. Here is what each plan includes, what the model add-ons really cost, where Peec wins, and eight alternatives by reason for leaving.
Profound Pricing 2026: What It Costs and Why GEO Tools Run $300+
Profound now lists only a free 7-day trial and custom Enterprise pricing. Here is what each includes, what to ask before a demo, and why GEO tools cluster around $300 a month.
AI Visibility Monitoring: A 15-Minute Weekly GEO Review
A fixed 15-minute weekly routine for AI visibility monitoring: crawler access, answers, first-party data, and a triage table for when something changes.
GEO for Law Firms: Getting AI to Describe Your Firm Correctly
GEO for law firms: fix AI crawler access, correct stale attorney and office facts, and publish claims your bar's advertising rules allow. Plus accountants and consultants.
The Future of SEO: 6 AI Search Predictions for 2027
Six predictions for SEO and AI search in 2027, each labelled as a prediction, tied to a dated 2026 primary source, and paired with what would prove it wrong.
GEO for Local Business: Does Yours Need It, and What to Fix First
Does your business need GEO? Usually not a budget line: an accurate Business Profile, a site AI crawlers can reach, and the same facts everywhere. Here is what to fix first.
How Often to Update Content for AI: A Fact-Driven Schedule
Update a page for AI when a fact on it changes, not on a calendar. A schedule by page type, what the freshness studies show, and why bumping dates backfires.
B2B GEO for SaaS: Fix What AI Says About Your Pricing and Product
B2B GEO for SaaS is access and facts: let AI crawlers reach your pricing, integrations and docs pages, then make every price and feature claim agree everywhere.
GEO Metrics: How to Measure AI Visibility, Share of Voice and ROI
The GEO metrics worth tracking, how to measure each one, what no tool can measure, and how to compare competitors and estimate ROI without inventing numbers.
FAQ Page SEO in 2026: What Still Works After FAQ Schema Ended
FAQ rich results ended May 7, 2026. What to do with your FAQ schema, whether FAQ pages help AI search, and how to build an FAQ page that stays accurate.
ChatGPT Shopping: How Products Get Into Results (Merchant Guide)
How products get into ChatGPT shopping results as of October 2026: Shopify and Etsy catalogs, direct feeds, crawler access, and why checkout is back on your own site.
Entity SEO: Brand Entity Optimization for Google and AI
Entity SEO is not a schema trick. It is one set of brand facts, stated the same way on your site and every profile, on pages AI crawlers can reach. Six steps.
Ahrefs Brand Radar Review 2026: Pricing, Data and Semrush Compared
How Ahrefs Brand Radar builds its AI index, what each metric really measures, what it costs as of October 2026, and how it compares with Semrush's AI Visibility Toolkit.
What Is llms.txt? The 2026 Spec, a Real Example, and Who Reads It
llms.txt is a Markdown summary for AI agents. Here is the v2 spec, a correct example file, the log data on who fetches it, and why Google says Search ignores it.
Generative Engine Optimization Statistics: 2026 Search Demand Data
Google Ads volumes for 234 GEO, AEO and AI-search terms, pulled 2026-10-16. Answer engine optimization just matched GEO, AI SEO is shrinking, and llms.txt outsearches OAI-SearchBot 25 to 1.
GEO Platforms in 2026: Funding, Prices and Link Strength Compared
Every major GEO platform as of October 2026: verified funding rounds and acquisitions, entry prices, link-strength data, and the head-to-head comparisons buyers search for.
Pricing Page for AI Search: Stop AI Quoting Wrong Prices
Why ChatGPT, Perplexity and Google's AI quote the wrong price, what a 252,000-trial study found about price information, and a pricing page checklist.
How to Optimize Content for AI Search: What the Evidence Supports
Crawler access, content in the HTML, and facts that match everywhere: the steps that hold up. Schema, chunking and 'AI-friendly' writing do not, per the tests.
ChatGPT Wrong Information About My Company? How to Fix It
There is no form that edits what ChatGPT says about you. Here is what works: find where the wrong fact came from, fix the source, and use each platform's report route.
E-E-A-T for AI Search: Which Signals Matter, and Which Are Myths
E-E-A-T is not a score any AI computes. What Google actually says, which signals matter most for AI visibility, the myths to drop, and eight checks worth running.
How to Rank in AI Overviews: What Google Actually Requires
You do not rank inside an AI Overview; you get shown as a supporting link. Google's eligibility rule, what triggers an overview, and the checks most sites skip.
GEO Checklist: 15 AI Visibility Fixes, Access First
15 GEO fixes in the order the evidence supports: crawler access, then accidental suppression, then consistent facts, then measurement. Each with the check to run.
Perplexity SEO: How Perplexity Finds and Cites Sources
Perplexity searches the web for its answers and cites sources by number. What its own docs say decides access, which crawler ignores robots.txt, and what to check.
What Does ChatGPT Say About My Brand? How to Check It
A step-by-step way to see what ChatGPT says about your brand: the prompts, search off and on, scoring against your own facts, and what a manual check cannot see.
Schema Markup for AI: What the Evidence Shows and What It's For
Google says AI search needs no special schema, and the one controlled test found no lift. What schema is still for, and the parity check that matters.
Best AI Visibility Tools in 2026: 14 Tools Compared, Prices Checked
Fourteen AI visibility tools, also sold as GEO tools, compared on what each vendor's own pages said on 4 November 2026: entry prices, engines included, the cost per AI answer, and where each one falls short.
LLM Citations: How AI Models Cite Sources, and How to Earn Them
An LLM citation shows where a sentence came from, not what shaped the answer. How each AI platform cites, what decides which pages get cited, and how to earn them.
How to Rank in ChatGPT: What Decides Whether It Mentions You
There is no rank inside a ChatGPT answer. Here is what decides whether ChatGPT mentions your brand, with search on and off, and the four checks to run today.
Brand Visibility in AI Search: 5 Signs You're Invisible
Five signs AI search is skipping or misdescribing your brand, the check behind each one, and the three mistakes that cause most of them.
GEO vs SEO: What's Actually Different in 2026 (and What Isn't)
SEO ranks your pages; GEO gets your brand cited and described correctly in AI answers. What's the same, what's different, and which GEO tactics have no evidence.
What Is Generative Engine Optimization (GEO)? The 2026 Guide
GEO is how your brand gets mentioned, cited and described correctly in AI answers. Where the term came from, how AI answers are built, what works and what is myth.
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