Why ChatGPT recommends your competitors and not your SaaS

ChatGPT names the companies that the pages it reads already mention: directories, review sites, "best of" lists and clear category pages. If your competitors are on those sources and you are not, or if AI crawlers can't read your site, you get left out. The fix starts with access, then mentions, then pages.

This matters because buyers act on these answers. In G2's 2026 survey, 69% of B2B software buyers said a chatbot led them to a different vendor than planned. If that vendor is your competitor, you can lose the deal without ever seeing it.

Below is a 4-step check in the order we run it. Each step rules out one cause before you spend money on the next.

Step 1: Can AI crawlers read your site?

Short answer: if you block the bots, nothing else matters. Check this first. It is the cheapest fix and the fastest to take effect.

Each AI engine uses its own crawlers. OpenAI's docs say OAI-SearchBot powers ChatGPT search, GPTBot crawls for training and ChatGPT-User fetches pages when a user asks. Changes to robots.txt take about 24 hours to apply. Perplexity's docs say PerplexityBot crawls for search, not training, and Perplexity-User fetches pages for users.

What to check:

• Robots.txt. Make sure OAI-SearchBot and PerplexityBot are allowed. You can block GPTBot (training) and still allow OAI-SearchBot (search).
• CDN and firewall. Some bot-protection settings block AI crawlers by default. Check your CDN or firewall logs for blocked requests from these bots.
• JavaScript. If your key text only appears after scripts run, some crawlers may miss it. To be safe, keep it in the raw HTML.

Step 2: Are you on the sources ChatGPT cites?

Short answer: ChatGPT leans heavily on directories and review sites. If your competitors have Clutch or G2 profiles and you do not, that alone can explain the gap.

Our platform tested this in September 2026. It asked ChatGPT and Perplexity the questions B2B buyers ask, with web search on, and sorted every source by type: the links ChatGPT cited in its answers, and the sources Perplexity read.

Source: our platform, September 2026.

So the two engines need different work. For ChatGPT, directory and review profiles come first. For Perplexity, getting onto "best of" lists and useful guides matters more. We explain the source mix in more detail in how ChatGPT decides which companies to recommend.

Step 3: Does your site say clearly what you are and who it is for?

Short answer: ChatGPT matches short, literal searches. If your homepage says "the future of work" instead of "HR software for remote teams", it is hard to match.

From our platform, ChatGPT turned each buyer question into a few plain searches. They used the category name, the buyer type and words like "best". Pages that say those words in plain text match them. Pages built on slogans do not.

What to check:

• Your homepage names your category in the first lines.
• It names who you serve: company type, size or industry.
• Your About page, directory profiles and social bios use the same words. A mixed story makes you harder to place.

Step 4: Do you have pages for the questions buyers ask?

Short answer: buyers ask narrow questions. "Best CRM for a small agency." "Does X integrate with HubSpot?" If you have no page that answers them, ChatGPT has nothing of yours to read.

The pages that help most:

• Use-case pages. One page per main use case or buyer type.
• Comparison pages. You versus your top competitors, honest and specific.
• Pricing page. Real prices, or at least how pricing works. Buyers ask about cost.
• Integration pages. One per key tool your buyers already use.

Does ChatGPT favour big brands?

Short answer: not in our platform's data. ChatGPT named whoever was listed on the sources it read. Being on those sources looked more important than being big.

Our platform found that two thirds of the companies ChatGPT named appeared only once. Only about 1 in 8 (12%) showed up in both ChatGPT's and Perplexity's answers. That is a wide spread, not a small club of big names. Names were read from the answers automatically, so expect some noise.

The question below shows why. Every agency ChatGPT named had a Clutch or G2 page it could read. The one agency Perplexity named every time did not appear in any of ChatGPT's answers to that question. New names can get in. The route is the sources, not the size.

Teardown: one question, the brands named and the sources behind them

Short answer: for one buyer question, every source ChatGPT cited was a Clutch or G2 page. The agencies it named were the ones on those pages.

The question: "What's the best AEO agency for a B2B SaaS company?" Source: our platform, September 2026.

Across ChatGPT's answers to this question, it named XEO.works, Takeoff Agency, Trivero Marketing, LLM Listed, Angelfish Marketing, Stellar AEO Labs, Broworks, Victorious, Salienz and AIclicks. Every source it cited was a Clutch profile, a Clutch category page or a G2 page.

What we learned:

• Every cited page was a Clutch or G2 page. No agency website, blog or list was cited.
• The names changed each time we asked. Only Takeoff Agency and Angelfish Marketing came back more than once. One check is not enough.
• The missing brand lacked a profile. Noudar AI was not named. None of the Clutch and G2 pages ChatGPT cited listed us.

On Perplexity, most of the sources behind the same question were "best of" lists, and most of those sat on agency sites. Same question, different sources, different winners.

Which fixes should you do first?

Short answer: start with the cheap, fast fixes. Access first, then profiles, then pages, then lists. The table ranks them by cost and time, based on our judgement.

Two rules on the fixes. Reviews must come from real clients. Any community or list outreach must be disclosed.

Our own example: AI does not name Noudar AI yet

Short answer: we ran this check on ourselves. Our platform found that Noudar AI did not appear in any AI answer about agencies. That is our starting point.

We are a new agency, so we started with few of the sources above in place. The steps above are our own plan. We will report what changes, good or bad, as our first case study. We cannot promise ChatGPT will name us, and we will not promise it will name you.

Find out why you are missing

We turn AI visibility into pipeline. The first step is finding what is in the way.

Our free AI visibility audit asks your buyers' questions on ChatGPT and Perplexity. We re-check every question, because AI answers change from one ask to the next. It shows who ChatGPT and Perplexity name instead of you, the sources behind them and your top 3 blockers. Results in 12 hours. New to AEO?