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Software that does your AI-search visibility work.

Attensira finds where ChatGPT, Perplexity, Claude and Google AI leave you out, drafts the fix, and ships only what you approve. We promise the work, not the outcome.

Your team of AI SEO specialists does the work. You set the direction and answer a few questions from time to time.

7 days free · card requiredHow the trial works

Or set it up from Claude, ChatGPT or Cursor
named
the answer says your name
cited
the answer links your page
sources
the pages the answer leans on
Example business · not a customer. An example run for Ledgerly, example business · not a customer: the question “best invoicing tool for freelancers” was read 12 times on ChatGPT, Perplexity, Claude and Google AI and named Ledgerly in none of them; 3 sources decide that answer; the crew drafted a pull request to rewrite the /pricing title and comparison table, which is waiting for your yes.

Reads answers on

  • ChatGPT
  • Perplexity
  • Claude
  • GeminiGrowth and up
  • Google AI

Ships into

How do teams try to fix this today?

Three ways, each with a cost that is not on the invoice.

  • Do it yourself

    You learn what decides each answer, write the fixes and re-check every engine, on top of the job you already have.

  • Hire an agency

    People do the work on a retainer, and you find out what changed in the monthly report.

  • Buy a dashboard

    It shows you where you are missing. The work it points at is still yours to do.

Attensira does the work, shows you every change before it ships, and re-reads the answers to tell you what moved.

What does the work look like?

The same five steps on every question you track, every day.

See the whole loop

Frames: Example business · not a customer

  1. Find

    Reads the questions your buyers ask on every engine your plan tracks, and shows who is named instead of you.

    Readings in the docs
    Named per engine, out of 3 reads each
    QuestionGPTPPLXCLDGGL
    best invoicing tool for freelancers0/30/30/30/3
    invoicing with client approvals1/30/32/30/3
    simplest invoicing to set up0/31/30/30/3

  2. Fix

    Drafts the change in your voice from the sources that decide the answer. Anything that states a claim waits for you.

    Deliverables in the docs

    − Ledgerly is invoicing software.

    + Ledgerly is invoicing for freelancers who bill by project, with client approvals built in.

    Claim check · waits for your yes

  3. Ship

    Opens the change as a draft pull request, or saves it as a draft in your CMS. Without a repository, you get a rewrite to hand to your developer.

    GitHub in the docs
    • Draft pull requestlabelled attensira
    • Webflow draftwaiting in your Inbox

  4. Earn

    Finds the pages the answers cite and drafts a pitch to each one. The pitch is saved to your Gmail or Outlook drafts. You send it.

    Off-site work in the docs

    ToEditor, an invoicing software roundup

    SubjectA missing option for freelancers

    Saved to Gmail draftsYou send it

  5. Prove

    Re-reads the answers at +7, +14 and +30 days after a change goes live. “No change” is a verdict, and it is reported as one.

    Before and after in the docs
    • +7 daysNo change
    • +14 daysRe-reading
    • +30 daysScheduled

Who decides what goes live?

Nothing ships without your yes, unless you let a lane ship on its own.

Ask
The crew stops and asks before anything leaves your workspace.
Draftdefault
Every change is prepared as a draft and waits in your Inbox. Every new workspace starts here.
Act
A lane you allow ships small hygiene changes on its own: structured data, meta tags, alt text, internal links.
  • Claims (numbers, prices, names, promises) wait for your yes in every mode.
  • A pull request merges when you press Merge, or when you switched on auto-merge for safe changes.
  • An approval nobody answers closes after 7 days, without doing the thing.
Approval modes in the docs
Ledgerly / Inbox2 waiting for you
  • Web engineerDraft pull request

    Rewrite the /pricing title and comparison table

    Waiting for your yes

  • CopywriterClaim

    Add a price to the plans table

    Waits in every mode

  • Web engineerHygiene

    Add alt text to 6 images on /features

    Shipped in your Act lane

Example business · not a customer

Your first 7 days

Starter comes with a 7-day free trial, card required; the plan fee is charged when the trial ends unless you cancel first.

Watching and drafting from today: readings, sources, and fixes drafted with $30 of credits (3,000 credits)

Day 8+

The plan

Days 1 to 7 are the trial: you watch the readings and the agent drafting real fixes, and approve what you like. Outreach, automations and top-ups start after the trial. Nothing ships without your yes, unless you let a lane ship on its own.

  1. Day 1

    First answers in your workspace

    The 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
    First reading · ChatGPT5 prompts
    • AI search visibility softwareLostLostn 3
    • MCP server for AI search visibilityLostLostn 3
    • ChatGPT rank trackerLostLostn 3
    • track brand mentions in ChatGPT, Claude and PerplexityAbsentAbsentn 3
    • best AI search visibility tools for agenciesLostLostn 3

    Other rows from attensira.com's own workspace, the 7 days to 1 Nov 2026 (7 of 8 days sampled). n is the answers each cell was read over. A read still out says "waiting".

The whole 7-day week, step by step
Start free

7 days free · card requiredHow the trial works

Where does the work land for you?

The same crew, writing into the place your site already lives.

A draft pull request on your repository

  • Reads the “best tool for” questions your buyers ask
  • Fixes open as draft pull requests labelled attensira
  • No repository access? You get a rewrite for your developer
For SaaSHow it works in the docs

Draft pull request

Opened against your default branch, labelled attensira

What happens when we run it on our own sites?

We run Attensira on attensira.com and modeldiplomat.com. These are dated readings from our own workspaces, not results we claim for anyone else.

How we report numbers

Our own sites

Sites we own · not customers

attensira.comChatGPT + Perplexity

Named in 2 of 1,481answers to the 17 questions that don’t name attensira.com, 2 Oct to 1 Nov 2026 (30 of 31 days sampled). With our own name in the question too: 310 of 2,274.

15 firsts · 8 drafted
Firsts
15 firsts. The latest on a question that names no other product:“best AI search visibility tools for agencies”ChatGPT · linked to us ·
The tool’s own wordsChatGPT linked to attensira.com for the first time since we started reading this prompt on 15 September 2026, in an answer to 'best AI search visibility tools for agencies' on 25 October 2026.
Each is a first since we started reading, not proof our work caused it.
Work
8 drafted. Where they stand:
  • 3put live on the site
  • 1live in the workspace
  • 4approved, waiting on us to put live
Re-read, 3 of 3 put live: Nothing we can prove yet
attensira.com's own workspace · read 1 Nov 2026 · n=1,481 answers
modeldiplomat.comChatGPT + Perplexity

Named in 195 of 602answers to the 7 questions that don’t name modeldiplomat.com, 2 Oct to 1 Nov 2026 (30 of 31 days sampled). With our own name in the question too: 595 of 1,276.

7 firsts · No receipt yet
Firsts
7 firsts. The latest:“best AI research assistant for debating”Perplexity · linked to us ·
The tool’s own wordsPerplexity linked to modeldiplomat.com for the first time since we started reading this prompt on 1 October 2026, in an answer to 'best AI research assistant for debating' on 16 October 2026.
Each is a first since we started reading, not proof our work caused it.
Work
No receipt yet
modeldiplomat.com's own workspace · read 1 Nov 2026 · n=602 answers

The Attensira Index

Which brands AI assistants name, category by category, on the same method as every reading here.

CRM software, Email marketing platforms, Marketing automation, Project management software, Help desk software, and more.

Open the Index

Recently shipped

  1. Projects and 6 more7 changes
  2. The Daily win plan and 6 more7 changes
  3. Findings and 2 more3 changes
Changelog

What does it cost?

A monthly plan pays for monitoring and includes credits. Credits pay for the work: the more credits you buy, the more work the team can do. We do the work and charge only the credits it used, never a promise of outcomes or of a set volume.

Compare plans

  • Starter

    Free trial

    $129/ month

    Prompts tracked
    50
    Credits included
    3,000 / month
    Engines
    4 engines
    Start free

    7 days free · card required

  • Growth

    $349/ month

    Prompts tracked
    150
    Credits included
    7,500 / month
    Engines
    5 engines, with Gemini
    Start on Starter, upgrade in the app

    Upgrade under Settings → Billing

  • Business

    $699/ month

    Prompts tracked
    350
    Credits included
    15,000 / month
    Engines
    5 engines, with Gemini
    Start on Starter, upgrade in the app

    Upgrade under Settings → Billing

Paid yearly: 2 months free on every plan.

Questions before you start.

What is Attensira?
Attensira is software that does your AI-search visibility work. A crew of AI agents, led by a Chief of staff, learns your product, customers and goals, groups the work into projects such as your website or blog, and picks the questions your buyers ask ChatGPT, Perplexity, Claude and Google AI Overviews, plus Gemini on Growth and up. Every day it reads those answers in the countries you sell in, finds who is named instead of you and why, and does the work to change it: articles and page fixes in your voice, pull requests and CMS drafts, and pitches to the pages the answers cite, drafted for you to send. Nothing ships without your yes, unless you let a lane ship on its own, and claims always wait for you. You pay a monthly plan for monitoring and included credits, and the agents spend credits as they work, up to a budget you set. Every change is measured before and after, per engine, with the sample size.
Why do you ask for a card?
A card keeps the trial for real brands, so the trial can be the real product rather than a sample: 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.
When am I charged, and what does it cost?
Starter comes with a 7-day free trial, card required; the plan fee is charged when the trial ends unless you cancel first. After that, a monthly plan pays for monitoring and includes credits, and credits pay for the work, up to the monthly budget you set. We do the work and charge only the credits it used, never a promise of outcomes or of a set volume. The pricing page lists every plan.
Does the trial change anything on my site?
Only what you approve. The trial includes $30 of credits (3,000 credits), so the agent drafts real fixes during the week and each one waits for you. Nothing ships without your yes, unless you let a lane ship on its own. Outreach, automations and top-ups start after the trial.
What if nothing moves?
Then you are told so. Every change is re-read at +7, +14 and +30 days after it goes live, per engine and with the sample size, and a change that does not move the answers past the test is reported as “No change”, not rounded up into a result.
Do I need GitHub?
No. With a repository connected, fixes open as draft pull requests. With Webflow, WordPress, Notion or Shopify connected, they land as drafts in your own editor. With neither, you get a rewrite of the passage, the published version beside a better one, to hand to your developer.
Does it send or post anything for me?
No. Pitches are saved to your own Gmail or Outlook drafts and you send them; nothing is ever sent from an Attensira domain on your behalf. In the default Draft mode, a page change waits for your approval before it reaches your repository or CMS; in Act mode, safe hygiene changes go ahead on their own, and claims still wait. Nothing ships without your yes, unless you let a lane ship on its own.

Tell it where you want to be cited.

Start free. Your first readings land while you watch.

7 days free · card requiredHow the trial works

Nothing ships without your yes, unless you let a lane ship on its own.