Use case · Get found
Get your docs cited in AI answers
Attensira reads which of your pages AI answers cite, and which pages they cite instead, for every question you track. For docs in a Git repository it opens the fix as a draft pull request: it edits Markdown, MDX and HTML pages and never touches code samples. You merge it, or switch on auto-merge for safe changes.
7 days free · card requiredHow the trial works
Pages of ours linked for the first time since we started reading
- /compare/scrunch-vs-profound
- /best/best-ai-visibility-tools-for-agencies
- /glossary/prompt-volume
- /blog/analyzing-log-files
- /best/ai-visibility-tools
Researcher · Read every link each answer citedattensira.com's own workspace, over the Attensira MCP · · n=1,570 citationsHow does the crew do this job?
You set the direction and answer a few questions. The crew does the rest, in this order, and every step leaves something you can open.
- Step 1
AnalystMeasure
Reads your tracked questions on every engine your plan includes and records each link an answer cited, with what it was cited for.
Leaves: The answer grid
Docs: Is a prompt won or lost - Step 2Researcher
Find the pages that win instead
Ranks the pages that decide each answer and marks whose they are, so a competitor's docs page that keeps getting quoted shows up by name and weight.
Leaves: Who decides an answer
Docs: Yours, a competitor's or someone else's - Step 3
Web engineerOpen the fix as a pull request
Finds the file behind the page in the repository you granted, writes the change on a fresh branch and opens a draft pull request. One finding, one branch, one push.
Leaves: A draft pull request
Docs: How a finding becomes a pull request - Step 4Analyst
You approve, then it reads again
Once the change is live, the same questions are read again at +7, +14 and +30 days, against the week before. “Nothing we can prove yet” is a verdict, never dressed up as a win.
Leaves: A re-read verdict
Docs: Before and after
Has it worked on a site you can check?
We have no customers to quote, so the proof is our own sites: attensira.com and modeldiplomat.com, read over the Attensira MCP and committed with the date and n.
No receipt yet for this job
No docs change of ours has shipped yet. The pages beside the hero are ones ChatGPT or Perplexity linked for the first time since we started reading their questions: readings, not results of work.
How we measureWhat waits for your yes?
Nothing ships without your yes, unless you let a lane ship on its own.
A pull request merges only when you press Merge, or when you switched on auto-merge for safe changes. Code blocks are never edited, in any mode.
- Every new workspace starts in Draft: the crew works inside the workspace and files everything else for your yes.
- A claim (a number, a price, a product or competitor name, a promise) waits for your yes in every mode, Act included.
- In Act, safe hygiene changes such as structured data, meta descriptions and alt text go ahead on their own. That lane is yours to switch on.
- A question the crew asks waits up to 7 days. Unanswered, the run closes without doing the thing.
Where the work lands
- A draft pull request labelled attensiraDocs: GitHub
- A draft page in NotionDocs: New articles
- New wording for you to paste and mark shippedDocs: Mark shipped
What do you see in the first week?
The 7-day Starter trial, card required, includes $30 of credits (3,000 credits): you watch this job's questions, and the agent drafts real fixes for them that wait for your yes. Outreach, automations and top-ups start after the trial.
- TodayCard checked, nothing chargedCheckout states the charge before it takes the card. The Starter plan fee is not charged until the trial ends.Docs: Plans
- Day 1First answers in your workspaceThe moment the trial starts, every prompt you track is read on every engine your plan includes, and you watch the rows fill in. The first report lands once half the reads are in, or after twenty minutes. After that, every prompt is read once a day.Docs: Your first reading
- Day 7The trial ends, and the plan startsThe Starter plan fee, $129 a month, is charged on day 8 unless you cancelled first. Then the plan's own credits start, and with them outreach, automations and top-ups. Cancel in the app before the trial ends and the plan fee is never charged. No call to book, no email to send.Docs: Your monthly budget
For this job, that means the questions behind “how to get my docs cited by ChatGPT” are read every day of the trial.
What does this job cost?
You pay for a plan, and credits pay for the work. We never quote a price for one piece of work.
- The planStarter is $129 a month and includes 3,000 credits. Monitoring and reports are part of the plan.Docs: Plans
- CreditsCredits pay for the crew's work: chats, automation runs and ask calls. Reading your numbers and exporting them never spends one. The more credits you buy, the more work the crew can do, and you can buy more any time.Docs: Credits
- The ceilingA monthly budget you set is the most work can be charged in a month. New work pauses when it is reached. We do the work and charge only the credits it used, never a promise of outcomes or of a set volume.Docs: Your monthly budget
Can I run this from Claude, ChatGPT or Cursor?
Yes, over the Attensira MCP server. Reading your numbers is free; chats, automation runs and ask calls spend credits.
Which of our pages actually got cited in AI answers over the last 90 days, and for which questions do the answers cite someone else's docs instead of ours?
The tools this asks for
- get_analytics
- get_page
- deciding_sources
What can't this do?
- It never edits code: fenced blocks, source files, CI configuration and lockfiles are refused, even with approval.Docs: What it changes, and what it asks about
- Structured data is hygiene, not a lever. We do not expect it alone to move an answer, and the change says so.Docs: Change classes
- A merged pull request is not a deployed page. Re-reads wait until the change is on the live page.Docs: Is the change live?
Questions about this job
Can it change my code?
No. In .ts, .tsx and .js files it may change only the words inside string literals, and that always waits for a person. Code blocks, other source changes, CI configuration and lockfiles are refused in every mode.
Why do you ask for a card?
A card keeps the trial for real brands, so every reading in it asks the live engines, the same way a paid workspace does. Checkout states the charge before it takes the card, and the Starter plan fee is not charged until the trial ends.
What does the trial cost, and is the budget charged during it?
Starter comes with a 7-day free trial, card required; the plan fee is charged when the trial ends unless you cancel first. The trial includes credits of its own, and the agent's work in it is drawn from those, never from a budget: the monthly budget starts when the plan does. Outreach, automations and top-ups start after the trial.
What happens when the trial ends?
The trial ends. Unless you cancelled in the app first, the Starter plan fee is charged, the daily readings carry on, the plan's monthly credits start, and the crew keeps working inside the monthly budget you set. Outreach, automations and top-ups start after the trial.
Which assistants does this cover?
Starter reads ChatGPT, Perplexity, Claude and Google AI. Growth and Business add Gemini. Nothing else is called tracked.
Do I need a developer?
No. With the GitHub App installed, a change arrives as a pull request; with Webflow or WordPress connected, as a draft in your own editor; otherwise as new wording you paste in and mark shipped. If someone else owns the repository, the crew drafts the access request for you to send.
See which of your docs pages AI answers quote.
Give your website. The trial reads your questions every day and shows the pages each answer cited, yours and everyone else's.
7 days free · card requiredHow the trial works
Tell it where you want to be cited.
7 days free · card requiredHow the trial works
attensira.com's own workspace · read 4 Oct 2026 · n=4,518
197/ 4,518 answers4.4%