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See what ChatGPT says about your brand, then change it

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Attensira asks ChatGPT your buyers' questions every day and records whether it names you, which pages it cites and who it names instead, each with its sample size. Its crew of AI agents then works on the pages that decide those answers, starting with your own docs and pricing pages. You approve what ships.

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Answer · ChatGPTasked

Question: best AI visibility tool for B2B SaaS in 2026

ChatGPT answered: Best overall for B2B SaaS in 2026: Peec AI. It has particularly strong prompt-level visibility, competitor share-of-voice, citation/source analysis, and prioritized actions—the combination I’d want for a SaaS marketing team trying to improve ChatGPT/Perplexity/Gemini visibility, not merely measure it. … If you’re choosing one today: I’d pick Peec unless you’re an enterprise with a large research/SEO operation, in which case Profound is more compelling.

Sources cited

  1. 1gracker.ai
  2. 2help.otterly.ai
  3. 3peec.ai
  4. 4otterly.ai
  5. 5globenewswire.com
  6. 6thomas-peham.com
  7. +1 more

Not namedAttensira is missing from this ChatGPT answer.

Researcher agentResearcher · watches the sources answers citeattensira.com workspace · Attensira MCP · · excerpt of sample 1 of 3; named in 0 of 3

What does Attensira read in ChatGPT?

ChatGPT is read from a browser in each market you add, so the answer is the one a buyer there sees. Every answer is stored with the pages it cited, so each rate on your dashboard traces back to the answers behind it. On our own site, every answer that named us was to a question with our name in it.

of answers named Attensira
4.0%
90 of n=2,274 answers
answers cited an attensira.com page
142
n=2,274 answers
attensira.com workspace, 61 tracked questions, Attensira MCP · to

Which pages does ChatGPT cite for our questions?

Each number is citations: one cited link in one stored answer, counted across the window. The crew starts from Attensira's default rule for ChatGPT, below, and switches to a workspace's own history once it has 20 reads on a source. Compare the rule with the ranking beside it, from our own workspace.

Attensira's default rule for ChatGPT (docs)
Your own docs and pricing pages
Default first move
Fix your own page

Deciding sources in the docs

Most-cited domains · ChatGPTcitations across n=2,274 answers
  1. 1help.openai.com4,924
  2. 2developers.google.com4,804
  3. 3otterly.ai2,076
  4. 4peec.ai1,960
  5. 5semrush.com1,713
Stored answers from 4 Sep 2026, attensira.com workspace, Attensira MCP · · n=2,274 answers

What does OpenAI document about ChatGPT?

Each is set separately in robots.txt. Blocking GPTBot from training while allowing OAI-SearchBot keeps your pages eligible to be cited.

OpenAI's crawlers
OAI-SearchBot
Surfaces sites in ChatGPT's search answers; disallow it and your pages do not appear there
GPTBot
Collects pages that may be used for training
ChatGPT-User
Visits a page when someone asks ChatGPT a question
OpenAI: overview of OpenAI crawlers (read 4 Oct 2026)

How does ChatGPT decide which brands to name?

ChatGPT answers some questions from what its model already knows and searches the web for others. When it searches, the pages it can show come from OpenAI's search crawler, OAI-SearchBot. OpenAI's own crawler page says a site that blocks OAI-SearchBot will not appear in ChatGPT's search answers.

That makes two separate questions for a brand. Can ChatGPT reach your pages when it searches? And when it does, is there a page of yours that answers the buyer's question better than the vendor docs, review sites and competitors it also reads?

What it leans on

  • Pages OAI-SearchBot is allowed to crawl
  • Vendor documentation and help centres
  • Comparison and pricing pages that state the facts plainly
  • Review sites and directories in your category

How it tends to answer

  • Names several options for a 'best X' question rather than one
  • Links the pages it used when it searched
  • Leans on official docs for 'how do I' questions

How do you get cited by ChatGPT?

What the crew works on first in ChatGPT, in order.

Measured
Before and after each change, on the same prompts
Ships when
You approve it (Draft mode is the default)
Project plan · ChatGPT4 steps
  1. 01

    Check robots.txt allows OAI-SearchBot. Blocking GPTBot is a training choice and does not need to change.

  2. 02

    Write the page the question asks for: a pricing page with prices, a comparison that names both products, a docs page that answers the 'how do I'.

  3. 03

    Put the answer in the first paragraph, in plain words, so it survives being quoted on its own.

  4. 04

    Get listed on the review sites and roundups that show up in the answers for your category.

Chief of staff agentChief of staff · orders the workExample · the order the crew usually works in on ChatGPT

Why does ChatGPT matter for your brand?

  • A buyer who asks ChatGPT for a shortlist reads names, not ten blue links.
  • Whether you are named depends on the pages it reads, which you can find and change.
  • Search rankings do not tell you whether ChatGPT names you; only reading its answers does.

What does one ChatGPT reading record?

How it is read
From chatgpt.com in a browser, in each market you add, so the stored answer is the one a buyer there sees. The API is only a labelled fallback, for when the browser cannot be read.
Named or not
Whether the answer names your brand, and where in the answer. Across readings that is your mention rate.
Cited pages
Every page the answer cites, yours and everyone else's. Across readings that is your citation rate and the sources that decide the answer.
Who instead
The competitors named in your place, so share of voice is measured on the same answers as yours.
Tone
How the answer talks about you. Sentiment is read from the same stored answer, never a separate guess.
Which engines each plan reads, in the docs

Questions about ChatGPT

Does Attensira track ChatGPT?
Yes. ChatGPT is read every day on every plan, for each prompt you track and in each market you add. Each reading records whether ChatGPT named you, which pages it cited and the tone, and every rate carries its sample size. A change inside the noise is reported as no change.
How does ChatGPT decide which brands to recommend?
For questions it searches, it reads pages its search crawler has indexed and names the brands those pages support. A brand that is named on the pages ChatGPT reads, and has its own page that answers the question directly, has the best chance of being in the answer.
Does blocking GPTBot keep me out of ChatGPT answers?
No. OpenAI documents GPTBot as its training crawler and OAI-SearchBot as the one that surfaces sites in ChatGPT search. A site can block GPTBot from training and still allow OAI-SearchBot, so its pages stay eligible for search answers.
Why does ChatGPT name my competitor and not me?
Usually because the pages it reads for that question name your competitor and not you, or because a competitor has a page that answers the exact question and you do not. Find which pages decided the answer first; the fix depends on whether that page is yours, a competitor's or someone else's.
What does the crew do when ChatGPT names a competitor?
It finds the pages that decided the answer. On ChatGPT those are usually documentation and pricing pages, so the first move is a page of yours that answers the question plainly, delivered as a pull request or CMS draft for you to approve. Each shipped change is read again 7, 14 and 30 days after it ships, on the questions it was meant to move.
Can I read ChatGPT in other countries?
Yes. Add a market and ChatGPT is read from a browser in that country, in the 42 countries where that is possible, and in the language you set. Each market has its own rates and sample size.

Whatever it takes to win the answer.

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