ChatGPT SEO is the practice of making your business the one ChatGPT names when customers ask for recommendations. Here is the complete 9-step playbook for getting cited in ChatGPT search.
ChatGPT SEO is the practice of optimizing your website and brand presence so that ChatGPT recommends your business by name when people ask it for advice, comparisons, or recommendations. It combines traditional search fundamentals with the signals large language models rely on: citable content structure, schema markup, topical authority, AI crawler access, and brand mentions across the wider web.
That is the short answer. The rest of this guide is the full playbook for businesses that want to be the name ChatGPT gives, not the name it skips. ChatGPT SEO is one part of generative engine optimization (GEO), the wider practice of getting cited across every AI engine.
TL;DR
- In our October 2026 test of 24 ChatGPT (gpt-5.5) answers across eight cities, 19.4% of the websites ChatGPT cited were businesses' own sites, and it cited Reddit in 37.5% of answers and BBB in 25%, so your own pages and your third-party profiles both feed its recommendations.
- ChatGPT answers questions using two sources: what it learned in training, and live web retrieval when a question needs current information. You need to influence both.
- Live retrieval leans heavily on conventional search indexes, so your Bing and Google visibility still matters. Most competitors ignore Bing entirely, which is an opening.
- The core work: allow AI crawlers, add an llms.txt file, restructure key pages so the answer comes first, add schema, build topical depth, and earn brand mentions in the places ChatGPT learns from.
- Measure progress with citation share, not just rankings or traffic. Run the same panel of prompts every month and track how often you are named.
- This is the same process we run for clients as a generative engine optimization agency.
How ChatGPT search actually works
ChatGPT does two things when someone asks it a question. It draws on what it learned during training, and it runs live web searches when the question needs current or specific information.
The training data side is fixed at the point each model was built. Every model has a knowledge cutoff, and if your business was mentioned consistently in trustworthy places before that cutoff, ChatGPT may already know who you are. If your brand barely exists outside your own website, the model has little to draw on.
The live retrieval side is different. When someone asks something timely, like "which wedding venues near me still have June dates", ChatGPT Search queries the web in real time, pulls back a set of pages, summarizes them, and lists its sources. This retrieval layer leans on conventional search indexes, with Bing playing a significant role.
That means two things matter for ChatGPT SEO. First, your brand needs to appear in the places that feed model training: news coverage, forums, directories, review platforms, and industry publications. Second, your website needs to perform in the indexes ChatGPT retrieves from, which includes Bing as well as Google.
Most businesses have never once looked at their Bing presence. That neglect is exactly why ChatGPT SEO is winnable for businesses prepared to do the work.
If you want the wider context on how this fits alongside Perplexity, Gemini, and Google AI Overviews, our guide to what generative engine optimization is covers the whole landscape, and everything in our GEO category builds on the same foundations.
Find out if AI recommends your business
ChatGPT SEO vs traditional SEO at a glance
The disciplines overlap heavily, but the emphasis shifts. Here is the practical comparison.
| Factor | Traditional SEO | ChatGPT SEO |
|---|---|---|
| Primary goal | Rank in search results | Be cited or named in AI answers |
| Key surface | Google results pages | ChatGPT responses and sources |
| Content style | Keyword-targeted pages | Direct answers, extractable passages |
| Authority signal | Backlinks | Brand mentions plus backlinks |
| Technical layer | Sitemaps, robots.txt, Core Web Vitals | All of that, plus AI crawler access and llms.txt |
| Measurement | Rankings, clicks, traffic | Citation share, mention accuracy, assisted inquiries |
| Competition today | Mature and crowded | Early and mostly uncontested |
Notice that nothing in the right column contradicts the left column. ChatGPT SEO is a superset of good SEO, not a replacement for it.
What ChatGPT looks for in a source
ChatGPT does not cite random websites. Patterns show up consistently across the prompts we run for clients. For the deeper explanation, see how ChatGPT decides which businesses to recommend.
Authority on the topic. ChatGPT favors sites that cover a subject deeply. A site with twenty interlinked articles about residential solar looks more authoritative to a language model than a site with one page. Topical depth signals genuine expertise.
Clear, extractable writing. Citable content uses short paragraphs, lists, headings, and direct answers. ChatGPT lifts passages that already read like answers. If your key point is buried under three paragraphs of throat clearing, the model will find a competitor who got to the point.
Specific, concrete claims. Precise statements are easier to quote than vague ones. "We handle interstate moves with our own trucks and crews, no subcontracted carriers" is more citable than "we offer reliable service". Specificity reads as confidence and expertise.
Brand recognition across the web. ChatGPT cross-references what it finds. If your business appears in news articles, industry publications, Reddit threads, and review platforms, the model treats you as a real entity worth naming. A brand it has never seen outside your own domain is a brand it hesitates to recommend.
Structured data. Schema markup tells machines what your content is, who wrote it, and what your business does. Well-structured pages are easier to interpret, which makes them easier to cite.
Freshness. ChatGPT tries to give current answers. Pages with recent updates, current dates, and up-to-date detail tend to be preferred over stale content on the same topic.
What ChatGPT cited in our October 2026 test
We asked ChatGPT (gpt-5.5, web search on) "Who is the best {moving company | wedding photographer | solar installer} in {city}? Give me your top picks." in eight cities and put the same question to Perplexity, Gemini, Claude and Google AI Mode. The full results are in our AI recommendation study. Every one of ChatGPT's 24 answers cited sources, 4.9 links per answer on average, and the chart shows what kind of sites they were.
Where each AI gets its recommendations
Share of cited sources by type
Industry review sites are the biggest single source: 39.6% of everything the five AIs cited.
ChatGPT
40%19%10%10%9%Perplexity
47%21%18%Gemini
30%33%12%12%Claude
46%15%12%12%Google AI Mode
25%10%12%29%
Source: Orkkid AI Recommendation Study, October 2026 (120 answers, unique domains per answer)
Two rows matter most for a business owner. Businesses' own websites made up 19.4% of what ChatGPT cited, against 15.3% across the other four engines, so a clear, specific service page can be read and quoted directly. Reddit and social made up 9.2% of ChatGPT's citations (4.7% for the others) and directories such as BBB made up 10.2% (6.2%). Media coverage counted for less: 4.1% of ChatGPT's citations against 12.6% for the other engines.
| Type of site | ChatGPT | Other four AIs |
|---|---|---|
| Industry review sites | 39.8% | 39.6% |
| Business websites | 19.4% | 15.3% |
| Best-of lists | 10.2% | 12.0% |
| Directories | 10.2% | 6.2% |
| Reddit and social | 9.2% | 4.7% |
| Media and publishers | 4.1% | 12.6% |
| Government and trade bodies | 3.1% | 1.0% |
| Google's own pages | 0% | 2.7% |
| Other | 4.1% | 5.8% |
→ AI gives buyers a shortlist, not ten blue links. A free audit tells you if your business is on it. Get my free GEO audit.
The 9-step ChatGPT SEO playbook
Here is the practical sequence. Run through it in order, because each step builds on the one before it.
Step 1: Audit your current ChatGPT visibility
Before you change anything, find out where you stand. Open ChatGPT and ask the questions your customers actually ask. Write down which businesses get named.
Run at least fifteen prompts across different intents. Mix branded queries, problem queries, and category queries. For a solar installer, that panel might include "best solar installers for a home with a battery", "who installs solar and handles the permits", "is it worth adding a battery to solar panels", and "solar installer with a good warranty".
Note every business ChatGPT names. If yours is missing, that is your baseline. If you are named, read what ChatGPT says about you carefully. Sometimes the bigger problem is not whether you are cited but what is being said, because outdated or wrong descriptions cost trust before a customer ever reaches you.
Our guide on how to track ChatGPT citations walks through building a repeatable prompt panel, and the free prompt panel generator gives you a starting list.
Step 2: Make sure ChatGPT can crawl your site
OpenAI operates more than one crawler. GPTBot gathers content for model training. ChatGPT-User fetches pages in real time when someone asks ChatGPT a question and it needs to read the web.
Both need to be allowed in your robots.txt. Plenty of sites block them by accident because a developer once applied a template that disallowed unfamiliar bots.
Check yours now at yoursite.com/robots.txt, or run it through our AI crawler checker. Make sure there is no "Disallow: /" under "User-agent: GPTBot" or "User-agent: ChatGPT-User". If you want to be explicit, add:
User-agent: GPTBot
Allow: /
User-agent: ChatGPT-User
Allow: /
OpenAI maintains official documentation on its crawlers, including published IP ranges, and it changes over time, so bookmark it.
Step 3: Create an llms.txt file
llms.txt is a plain text file that tells AI systems what your site is about, structured for language models the way a sitemap is structured for search crawlers. The proposal lives at llmstxt.org, and our llms.txt beginner's guide walks through every step. The free llms.txt generator builds one for you.
Place the file at the root of your domain. Include a short summary of your business, your services, your service area, and links to your most important pages.
A simple llms.txt for a moving company might look like this:
# Example Moving Co.
> Family-owned moving company offering local and long-distance residential
> moves, packing, and short-term storage.
## Services
- Local moves
- Long-distance moves
- Full and partial packing
- Piano and specialty items
- Short-term storage
## Service Area
Local moves within 50 miles of our depot. Long-distance moves nationwide.
Keep it simple and factual. The point is to let an AI system understand your business at a glance.
Keep your expectations realistic. Among the Google Maps top-20 businesses in our test, 33.3% of the 36 that ChatGPT named had an llms.txt file, against 28.6% of the 322 it did not name. That is a small gap on a small sample, so treat llms.txt as cheap housekeeping and put most of your effort into the steps that follow.
Step 4: Restructure your most important pages
Take your top ten pages by traffic or commercial importance and rewrite each one for citability.
The first paragraph should answer the main question of the page directly. No long introduction, no scene setting. A model scanning for an answer should find it in the opening lines, and so should a human.
Use short paragraphs of two or three sentences. Break content into scannable sections with descriptive headings. Add lists and tables wherever the content suits them, because structured content is far easier for a model to extract accurately.
Include genuine specifics wherever you can. Real service areas, real response times, real credentials, real processes. Vague marketing copy gives a model nothing to quote. Our guide on how to write content AI will cite goes deep on this style.
Step 5: Add proper schema markup
Schema is the vocabulary machines use to understand your pages. The important types for ChatGPT SEO are Organization, LocalBusiness, Service, FAQPage, and Article.
Implement Organization schema once, site wide, so every page declares who you are. Add LocalBusiness schema to your homepage and contact page with your name, address, phone, hours, and service area. Add Service schema to each service page, FAQPage schema wherever you have genuine question and answer content, and Article schema on blog posts.
Validate everything with Google's Rich Results Test before publishing, and use Schema.org as the reference vocabulary. Our free schema generator builds the common types. The same structured data helps you appear in Google AI Overviews as well.
What the websites of businesses ChatGPT named have in common
Google Maps top-20 businesses with a reachable website, split by whether ChatGPT named them
The 36 map businesses ChatGPT named had LocalBusiness schema more often than the 322 it skipped (77.8% vs 63%), while llms.txt files differed by less than five points (33.3% vs 28.6%).
Source: Orkkid AI Recommendation Study, October 2026 (358 reachable business websites: 36 named by ChatGPT, 322 not)
LocalBusiness schema showed the clearest gap in our website checks: 77.8% of the businesses ChatGPT named had it on their homepage, against 63.0% of those it skipped, and FAQ schema followed the same direction (16.7% against 9.9%). Putting the city in the homepage title showed no advantage (33.3% against 41.9%), and none of the 36 named businesses blocked an AI crawler. With only 36 named businesses the sample is small, so read this as a pattern worth matching. Adding LocalBusiness schema is an afternoon's work.
Step 6: Build topical depth around your services
ChatGPT is far more likely to cite a site that covers its subject thoroughly. One good page about wedding photography is fine. Twenty interconnected pages covering different aspects of it is a different league.
For each core service, plan a content cluster: the main service page plus ten to fifteen supporting articles that link back to it. A wedding photographer's cluster might cover timeline planning, how many hours of coverage you need, second shooters, engagement sessions, and how to choose a photographer.
Each supporting article links to the main page and to two or three related articles in the cluster. The hub and spoke pattern compounds, and it is the fastest reliable route to topical authority in AI search.
Step 7: Get mentioned across the web
ChatGPT learns from Reddit, YouTube, Quora, news sites, podcasts, forums, and review platforms. The more credible places your brand appears, the more confident the model becomes about naming you.
Our test shows where to start, because ChatGPT's citations clustered on a few platforms in each industry.
Where ChatGPT looks before it recommends a business, by industry
Share of ChatGPT answers citing each third-party site (sites cited in at least 2 of the 8 answers per industry, subdomains combined)
ChatGPT's most-cited site was movebuddha.com for moving (62.5% of answers), theknot.com for wedding photography (62.5%) and energysage.com for solar (75%).
- movebuddha.com62.5%
5 of 8 answers
- bbb.org50%
4 of 8 answers
- consumeraffairs.com50%
4 of 8 answers
- reddit.com50%
4 of 8 answers
- freightwaves.com37.5%
3 of 8 answers
Source: Orkkid AI Recommendation Study, October 2026 (24 ChatGPT answers, 8 per industry, across 8 cities)
For moving companies, that means your moveBuddha, ConsumerAffairs and BBB profiles plus local Reddit threads, each cited in at least half of ChatGPT's moving answers. Wedding photographers should start with The Knot (62.5% of answers) and WeddingWire (37.5%), and solar installers with EnergySage, which ChatGPT cited in 6 of its 8 solar answers.
Answer questions in subreddits relevant to your industry, and be genuinely helpful rather than promotional. Pitch yourself to the small business and industry podcasts that take guests, because a guest spot is a brand mention, a backlink, and a content asset in one. Encourage reviews on Google and on the review platforms your industry actually uses. Contribute articles to the publications your customers read.
None of this is glamorous, and all of it compounds. It is the most defensible part of ChatGPT SEO because competitors cannot copy your reputation.
Step 8: Publish original first-party content
Language models gravitate toward information that exists nowhere else. Surveys, case studies, original frameworks, and first-party data all signal expertise generic content cannot fake.
Publish your own findings. Analyze what drove the price on your last hundred jobs, survey your last fifty customers, document what you learned across a season. Turn it into an article with specific, honest findings and a clear method.
ChatGPT does read a business's own research, and it tells the reader who made the claim. In Seattle it cited a moving company's own comparison of local movers: "On The Go’s own 2026 Seattle comparison ranks it #1 and cites transparent hourly pricing, Google/Yelp ratings, licensing, and local review feedback as ranking factors." It then added: "Because the ranking is published by the company itself, I’d treat it as useful but not neutral". Publish first-party content with a clear, honest method, because ChatGPT checks who is behind it.
Original data earns links from humans and citations from machines. A unique dataset or framework beats a rewritten version of what everyone else published.
Step 9: Track and iterate monthly
Run your prompt panel every month using the same fifteen prompts from step one, plus a few new ones reflecting seasonal demand.
Track citation share: the percentage of relevant prompts that name your business. It should trend upward if the work is landing. Watch what ChatGPT says about you as closely as whether it mentions you, because inaccurate descriptions are a fixable content problem.
Refresh your top pages every quarter with new examples, updated details, and new sections. Fresh, maintained content consistently outperforms stale content in AI answers.
Common ChatGPT SEO mistakes
Publishing unedited AI-generated content. Generic AI output adds nothing new to the web, and models have little reason to cite a rewording of what they already know. Use AI for research and structure, then add your own expertise, data, and voice.
Keyword stuffing. Language models read language properly. Write the way you would explain something to a customer face to face, not the way people wrote for search engines in 2010.
Ignoring Bing. ChatGPT's live retrieval draws on Bing, yet almost nobody optimizes for it. Submit your sitemap to Bing Webmaster Tools and check your performance there separately. It is low effort and most of your competitors will never bother.
Skipping the technical layer. Robots.txt, llms.txt, and schema take an afternoon. Businesses skip them because they feel boring, then wonder why the content work underperforms.
Not measuring. Without a monthly prompt panel you are guessing. Citation share is the metric that matters for ChatGPT SEO, and you should track it from day one.
When a customer asks ChatGPT who to hire, whose name does AI give?
Your free audit tests the questions your customers ask across ChatGPT, Perplexity and Google AI, shows which businesses get named today, and lays out what it will take to add yours.
Tested across ChatGPT · Perplexity · Google AI Overviews · Gemini
Get my free GEO auditHow to measure ChatGPT SEO success
Standard analytics will not tell the whole story, because many citations never produce a click and ChatGPT does not always pass referrer information. Measure across five layers instead.
| Layer | What to track | Why it matters |
|---|---|---|
| Citation frequency | How often ChatGPT names you across your prompt panel | The headline metric, trending up month over month |
| Citation accuracy | Whether what ChatGPT says about you is correct | Wrong details are a content fix waiting to happen |
| Brand mention growth | Mentions of your business across the web | Mentions are the upstream input to citations |
| Direct traffic movement | Direct visits rising alongside citation share | AI referrals often arrive looking like direct traffic |
| Self-reported attribution | "How did you hear about us?" answers | Customers start saying "ChatGPT" when the work is landing |
How we got this data
On 7 October 2026 we asked ChatGPT (gpt-5.5), Perplexity (sonar-pro), Gemini (gemini-3.8-flash) and Claude (claude-sonnet-5-5), all with web search on, the same question: "Who is the best {moving company | wedding photographer | solar installer} in {city}? Give me your top picks." We asked it in Denver, Austin, Phoenix, Charlotte, Seattle, Tampa, London and Toronto, and ran the matching "best {service} in {city}" search in Google AI Mode, for 120 answers in total, 24 of them from ChatGPT. We classified every website the answers cited, matched every recommended business against the Google Maps top 20 for the same industry and city (480 listings), and checked the 358 reachable websites of those Maps businesses for llms.txt, AI crawler rules and schema. Each prompt ran once per engine, so this is a snapshot: AI answers vary from run to run, and the Maps top 20 reflects a search from the city center. The full method and results are in our AI recommendation study.
Ask ChatGPT for the best businesses. Are you on the list?
More customers now ask AI who to hire before they ever search. Your free GEO audit shows exactly where your business stands in those answers today.
Get my free GEO auditFrequently asked questions
How long does ChatGPT SEO take to work?
For sites with existing authority, first citations within a couple of months of consistent work is a reasonable expectation. Newer domains take longer because the model needs time and repeated evidence to learn your brand exists. The technical setup takes days. The content and brand mention work is ongoing.
Does ChatGPT have its own ranking algorithm?
Not in the traditional sense. ChatGPT combines model training data with live retrieval from web indexes, then decides what to say based on the quality and consistency of what it finds. The signals overlap heavily with traditional SEO, but topical depth, brand mentions, and extractable structure carry more weight relative to raw backlink counts.
Will ChatGPT SEO help my Google rankings too?
In most cases, yes. Schema, citability, topical depth, and brand mentions all support Google rankings as well as AI citations. The smart play is treating them as one program, which is exactly how generative engine optimization is designed to work.
Is ChatGPT SEO different from Bing SEO?
There is heavy overlap because ChatGPT's live retrieval draws on Bing. But ChatGPT also answers from training data, which Bing does not control. Brand mentions across the wider web influence ChatGPT in ways that never touch a Bing ranking.
Can I do ChatGPT SEO without an agency?
Yes, particularly the technical layer. Anyone with basic web skills can fix robots.txt, publish an llms.txt file, and add schema. The harder parts are restructuring content at scale, building topical depth across dozens of articles, and earning brand mentions month after month. That is where most businesses bring in a specialist.
What if ChatGPT cites my competitor instead of me?
Ask why. Run the prompt that returns your competitor and study what ChatGPT says about them, then compare their content depth, review presence, and brand footprint to yours. The gap is usually obvious: more articles on the topic, more reviews, more press, or better structured pages. Close the gap and their citation share becomes contestable.
Does the same approach work for other AI assistants?
Largely, yes. The fundamentals carry across Claude, Perplexity, and Gemini, with engine-specific differences in retrieval sources. Perplexity, for example, runs its own crawler, so PerplexityBot also needs access in your robots.txt.
Orkkid is an SEO and GEO agency for moving companies, wedding vendors and solar companies. We run this exact playbook as one program: prompt panels, technical setup, content restructuring, and monthly citation tracking. If you want to know where your business stands in ChatGPT today, start with a free AI visibility audit or read about our GEO services.
