Use case · Get found
Show up when buyers ask AI about your category
Attensira reads the questions your buyers ask ChatGPT, Perplexity, Claude and Google AI every day, finds the pages those answers lean on, and drafts the page your site is missing. In Draft mode, the default, every change waits in your Inbox; once you approve it, it lands as a pull request or a draft in your CMS.
7 days free · card requiredHow the trial works
2of 1,481 answers named us
2 Oct 2026 to 1 Nov 2026, 30 of 31 days sampled. Bar height is the answers read that day.
- a day we were named
- read, not named
- not sampled
Analyst · Counted every answer it readattensira.com's own workspace, over the Attensira MCP · · n=1,481 answersHow 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 1Analyst
Measure
Reads every question you track on every engine your plan includes, once a day, and counts the answers that name you, always with how many answers it read.
Leaves: The answer grid
Docs: Is a prompt won or lost - Step 2
ResearcherFind why you're missing
Ranks the pages those answers leaned on by weight, not raw citations, and marks whose each one is: yours, a competitor's or someone else's.
Leaves: Who decides an answer
Docs: Who decides an answer - Step 3
WriterDraft the missing page
Writes the page, or the passage an existing page lacks, and files it with the questions it is for. An article waits for a person's yes in every mode.
Leaves: A draft in your Inbox
Docs: New articles - 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.
- Asked from Cursor over the MCP: we are not named for “AI prompt volume tool”.
- Read where we stand: named in 0 and cited in 0 of 117 answers (60 ChatGPT, 57 Perplexity), 28 days to 5 Oct, 20 of 29 days sampled.
- Found what decides the answer: 2,257 citations across those answers, none of them ours. Vendors' own feature pages and glossary explainers do the deciding.
- Checked our pages: the comparison page mapped to this question never says “prompt volume” in its first 1,500 words, and our glossary has no entry for it.
- Drafted a glossary entry, /glossary/prompt-volume, and a one-paragraph edit to the comparison page. The edit is a claim, so both waited for a yes in the Inbox.
- Approved by us.
- We put the glossary entry live and marked it live. The comparison-page edit is still waiting on us.
- ChatGPT linked to attensira.com for the first time since we started reading this prompt.
- Re-read: “Nothing we can prove yet”.
One question on attensira.com, read before and after. The page went live; the re-read has not found a difference past the noise yet, and says so.
How we measureWhat waits for your yes?
Nothing ships without your yes, unless you let a lane ship on its own.
A new page always waits for you. So does any sentence with a number, a price or a product name in it.
- 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 in Webflow or WordPressDocs: Webflow and WordPress
- 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 “why am I not showing up in 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.
Where did we lose ground in AI answers this week? Start with visibility over the last 7 days, then list the questions we do worst on and who was named instead.
The tools this asks for
- get_analytics
- get_prompt
- answer_history
What can't this do?
- It cannot promise the answer. A category leader can keep it, whatever is published.Docs: What the plan will not say
- One reading is never a verdict. Answers change from day to day, so every number carries its n.Docs: The verdicts
- During the trial it reads your questions and drafts real fixes for them. Nothing ships without your yes, unless you let a lane ship on its own.Docs: Plans
Questions about this job
Why does ChatGPT not mention my company?
Usually because the pages its answers lean on do not name you, and none of your own pages answers the question directly. Attensira shows which pages decide each answer, per engine, and whether you are on them.
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.
Find out which questions leave you out.
Give your website. The first readings land in your workspace, and you see which questions name you and which do not.
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%