Is AI recommending you?

Ask AI anything about you.

See what ChatGPT, Claude, Gemini and Perplexity tell everyone else.

Free. No account. About a minute. Another question, with its test and 3 rechecks, is $29, one payment. Pro is $99 a month, Teams $259 a month.

Your own ChatGPT✗ Knows you✗ One agent✗ No sentence-level sources
Oomira✓ Asked cold✓ All four✓ Each sentence tied to its page
Fix it and prove it

AI told buyers your API was read-only. You changed one paragraph. Now one agent says it, not three.

Before · 3 of 4 agents

“Their API is read-only, so most agencies end up elsewhere.”

Taken from a 2024 comparison site. Your changelog said otherwise; no agent opened it.
The fix

The first paragraph of /api now says the write API exists, and when it shipped.

Asked again · 1 of 4 agents

“Supports reading and writing invoices through its API.”

Same 4 agents, same questions. Now they quote your /api.

Every fix Oomira suggests is a test like this one.

What AI tells your buyersYour fixWhat should happenAsked againStatus
Your API is read-onlyState the write API in the first paragraph of /apiFewer answers call it read-only4 questionsWorked
A competitor is safer for IT buyersPublish SOC 2, SSO and SCIM as text on /securityAgents quote your page, not only theirs3 questionsRechecking
You charge per invoiceUpdate the 2024 help article to match /pricingAgents stop quoting the old fee2 questionsShipped
You never answered the launch criticismPublish your response as a page, linked from the launch postFewer answers lead with the forum thread3 questionsOpen

An example account. Every test asks the same 4 agents the same questions before and after your change, and shows you every answer both times, so you know the fix worked and not that you got lucky.

A real test: one sentence added to a homepage, 23 September 2026.

Before · 3 of 4 agents

“And with answers this noisy, proving a change caused a shift is hard.”

Claude. Three of the four turned one line on the homepage into this caveat: it admitted answers vary, and did not say what is done about it.
The fix

One sentence added beside that line: each test asks the same four agents the same questions before and after the change, and counts the answers that now stand better against the answers that stand worse.

Asked again · 0 of 4 agents

“It says plainly that AI answers vary … Many tools in this space overclaim.”

Claude again, now listing it under what works, and moved from against to hedging. All four opened the changed page; none repeated the caveat.

One draw: the same four agents, asked once before and once after. The direction is what the test predicted; a test ends supported only when the answers move on balance across rounds.

The whole test, and what it does not prove
Where your buyers decide now

The comparison now happens inside the answer, before anyone reaches your site.

A person, on your contentAI, reading for themAI agent, soon
  1. A buyer asks“Which invoicing tool should a 20-person agency use?”
  2. The agent readsYour pages 3 times. Outside pages 22 times.
  3. The agent decides“Use the other one: their API is read-only.” 3 of 4 agents.
  4. The buyerNever visits. Nothing in your analytics.
Before AI
DiscoverConsiderDecideBuy
Seen inSearch consoleYour siteYour siteYour site
Now
DiscoverConsiderDecideBuy
Seen inAEO toolsOomiraOomiraYour site
What you see

Every answer, marked for you, against you or mixed. The ones against you are the deals you are losing: the comparison, the API, security, fees.

Why you can fix it

Every answer is built from specific pages, yours and other people’s. Change the right page and the answer changes. Oomira shows you which page, and whether your change worked.

What your other tools miss

Analytics sees the visit. Visibility tools see the mention. Oomira shows whether AI picks you, and what changes its mind.

ToolThe question it answersThe unit it works in
Web analyticsWhat people do once they reach your siteVisits, sessions, conversions
SEO and technical toolsWhether your pages are indexed, reachable and structuredPages and rankings
AEO and visibility toolsWhether AI cites you, and your share against competitorsMentions and share, over time
OomiraDoes AI recommend you, and which page do you change so it does?Tests: your change, and every answer before and after

Keep the tools you have. Oomira finds the page and proves the fix; your analytics shows the traffic that follows.

Who AI listens to about you

Most of what AI reads about you is not on your site. See which outside pages decide the answer, and whether you pay them.

212pages opened
151not yours
12in your affiliate program
3of those ever quoted
9unpaid, quoting you well
2quoting a wrong claim
review roundupcomparison sitesoftware directoryforum threadtech magazinea 2024 comparisonlaunch communityfounder blogencyclopedia entrynewsletterprofessional networkratings sitecode hostcompany databasedev communityemployer reviews
Helps youHurts youNeutralIn your affiliate programSize = how often agents opened it
PagePaidOpenedQuotedEffect
A review roundup, this yearNo4/44/4Helps
A comparison site, 2024No3/43/4Wrong API claim

An example account; the figures are illustrative. Yours come from the pages the agents actually opened when they answered about you.

Where you lose the deal

See every answer that sends your buyer to a competitor, and the page it came from.

You3
Comparisons won
of 11 head-to-head questions
8One competitor
ChatGPT · to an agency owner“Which invoicing tool should a 20-person agency use?”

They are the fastest to set up, but their API is read-only, so most agencies end up elsewhere.

What it rests on
A comparison site, 2024not yours · quoted 3 of 4
your /onboardingyour page · quoted 4 of 4
your /changelogwrite API, May · opened by 0 of 4
What you usually find

The right answer is already on your site, on a page agents do not open or worded so they do not use it. That makes it a fix, not a campaign.

Your site, as AI reads it

Your pages look fine to people. See what AI actually gets when it opens them.

Works with 200+ toolsSlack, HubSpot, Salesforce, Notion and more.See all integrations
$ oomira fetch yoursite.com/integrations
fetch    200 · 0.6s
body     41 words
list     rendered by script · 0 names in HTML
schema   none
opened   2 of 4 agents
quoted   never
1 in 3citations of your pages is a help article

/pricing cited 9 times, the 2024 fee article 7, the API reference 5. Buyers hear your prices in support wording.

19 of 71pages agents opened returned almost no text

/integrations is rendered by script: 41 words and no tool names in the HTML. Agents open it and quote none of it.

6opened pages have moved, and 2 addresses are gone

592 of 624 pages load. The comparison page an agent wants for the head-to-head question redirects to the homepage.

Every problem comes with the page, what AI got back, and which agent hit it. Hand engineering a ticket, not a theory.

See your site as AI reads it
Pricing

Your first question free. Then $29 to ask another, or $99 a month.

  1. The answersWord for word from every agent, every sentence tagged for sentiment and its citation
  2. The pages behind themEvery page they opened, yours and not, fetched and kept
  3. The headlineWhat the answers come to, formed against the pages the agents opened
  4. The testA change, a prediction, and the question to recheck
Free
$0

Your first question, asked cold. About a minute.

  • 4agents: Claude, ChatGPT, Perplexity, Gemini
  • 2of the 4 answers show at once
  • With a work email:
  • All 4 answers and the full report: every page they opened, every sentence tagged
  • Your first test, and one free recheck once your change is live
  • No account. Your link is public and keeps.
Test another question
$29once

A question, its test and 3 rechecks. One payment, no plan.

  • 1more question to all 4 agents, with its traced answers and its headline
  • 1test designed for it, when you ask for one: the change, the page, the wording, the prediction
  • 3rechecks on it, and 3 on your free question
  • 16agent answers on it at most: the question and each recheck, to all 4
  • Saves your report to an account
  • Choose the question after you pay, now or later. Kept until used
  • Starts from your first answers.
Pro
$99/mo

One company. Ask, change, recheck.

  • 10questions a month, each to all 4 agents
  • 10tests a month, designed when you press for one
  • 3rechecks per question a month
  • 1domain, with site checks over the whole site
  • 1user
  • Every sentence of every answer traced to the page the agent cited for it
  • A test is the change for your site, the page, the wording and the prediction, from one question’s answers
  • Redrawing a test from everything your account has learned since uses one of the month's tests
  • Beliefs across your questions, once 3 questions are asked, updated when you ask for it
  • Nothing runs unless you press it. Site checks are not counted. Nothing carries over.
  • Starts from your first answers.
Teams
$259/mo

Pro, for the whole team.

  • Everything in Pro, and:
  • 5users, each with their own sign-in
  • The same questions, tests and rechecks
  • Starts from your first answers.
Enterprise
By contract

Several brands, markets or a custom setup.

  • Everything in Teams, at your volume, and:
  • The fact check: what agents say, checked against a dated record of your company
  • The claim analysis: every sentence judged against the text of the pages, not the agent’s account of them
  • Follow-up questions to the agents
  • Site checks across your subdomains

Asking a question puts it cold to all four agents and traces every sentence of every answer to the page the agent cited for it. A test is designed when you press for it on a question: the change for your site, the page, the wording and the prediction, from that question's answers. A recheck asks the same question again after a change, up to 3 times per question a month. Nothing runs unless you press it.

Questions

What people ask before they start.

What does Oomira do?

The customer journey now happens before the visit: people ask an AI agent to compare, recommend and decide. Oomira asks 4 named agents (Claude, ChatGPT, Perplexity and Gemini) the questions buyers, investors, candidates, partners and press actually ask about a company, cold, with live web search and nothing supplied by us. It shows each answer word for word, marks its claims for you, mixed or against you, and traces the answer to the pages it opened: the company’s own, its competitors’ and the outside sites that shaped it. Then it writes a hypothesis about what is driving the answer, and when a page changes it asks the same question again and compares with the answers before.

How is Oomira different from AEO or AI visibility tools?

Web analytics measures what people do once they reach a site. SEO and technical tools measure whether pages are indexed, reachable and structured. AEO and visibility tools measure whether a company appears in AI answers and its share against competitors. Oomira answers a different question: does changing this page change what the agent says. It works in tests: controlled before and after checks on the pages and sources shaping an answer. Not a split test, since there is one web and one set of pages, so the control is holding everything else still: the same question, the same agents, asked cold with nothing supplied by us, before a change and after it. They are complementary: Oomira finds the page and runs the test, and the other tools show the traffic move.

What comes back from one question?

Four answers, word for word, with every sentence tagged: marked for you, mixed or against you, and carrying the citation that agent reported for it. That is every sentence of every answer, on every plan. Every page the agents opened is fetched and kept, yours and other people’s, and searched when Oomira forms and traces what it concludes, so a finding rests on the pages that produced the answer rather than on a summary of them. Out of that comes a headline, which says what the answers come to. A test is designed from those answers when you ask for one: a change, a prediction, and the question to ask again. Your free first question comes with its first test. On a plan, from the third asked question, Oomira also writes the Beliefs the agents hold across the account’s questions, and updates them when you ask. Judging each sentence against the text of those pages, rather than against the agent’s own account of what it read, is the Enterprise claim analysis.

How is this different from asking ChatGPT about my own company?

Your own assistant holds your history, your earlier questions and often your own website already in the conversation, so it answers about a company it has been introduced to. Oomira asks four agents cold: a blank slate, nothing supplied by us, one live search each. That is the answer a stranger gets, and it comes back with every page each agent opened, so a claim can be traced to the page that caused it rather than argued with.

Can you actually change what AI says about a company?

Yes, by changing what the agents read, and you can see it happen. Every question is an evidence environment: each search the agent ran, each page it opened and each page it cited is recorded, every sentence carries the citation the agent gave for it, and the pages themselves are kept and searched when Oomira works out what produced the answer. So a claim is either backed by something that agent just read, in which case the page that caused it is named and can be changed, or it is backed by none of them, which means it came from the model or from something cached, and that is a different problem with a different fix. Change the page or the outside source, ask the same question again, and compare with the answers before. Answers vary between days, so a test predicts that fewer agents will say the thing rather than that one agent will say a given sentence.

How long does the first question take?

About a minute. Your first question is free and needs no account: it goes to 4 agents, and two of the answers show at once. With a work email the rest open, and the full report is written about three minutes after the address: all 4 answers, the pages behind them, and your first test. After that nothing runs on a clock. A question, a test or a recheck goes when you press.

If I change a page, how fast does the answer move?

Sometimes the very next time it is asked, sometimes not. An agent that opens the changed page can pick it up immediately; a claim that came from an outside site, or from something cached, moves when that source moves. That is why a change is a test rather than a fix: a recheck asks the same question of the same agents and compares with the answers before, instead of waiting and hoping.

What does it cost?

Your first question is free and needs no account. A work email adds all 4 answers, the full report, your first test and one free recheck once your change is live. Another question, with its test and 3 rechecks, is $29, one payment, with no plan. The question goes cold to all four agents with every sentence traced to the page the agent cited for it, and its test is designed when you press for one. Each recheck asks all four again after a change: up to 16 agent answers on the one question. Your free report and its test are saved to an account, with 3 rechecks of its own. You choose the question after you pay, and it is kept until you use it. Pro is $99 a month for one company: 10 questions and 10 tests a month, 3 rechecks per question, each counted separately. Asking a question puts it cold to all four agents and traces every sentence of every answer to the page the agent cited for it. A test is designed when you press for it on a question: the change for your site, the page, the wording and the prediction, from that question's answers. A recheck asks the same question again after a change, up to 3 times per question a month. Nothing runs unless you press it. Redrawing a test from everything your account has learned since uses one of the month’s tests. Site checks are not counted, and Beliefs are written from your third asked question and updated when you ask for it. 1 user. Teams is $259 a month: the same questions, tests and rechecks, for 5 users. Enterprise is by contract and adds the fact check, the claim analysis and follow-up questions. A month’s questions, tests and rechecks do not carry over.

Why I built this

I used to obsess over every page in the funnel. Then the funnel moved somewhere analytics can’t see.

At Sheertex, I lived in the dashboards. We grew to tens of millions in revenue and raised hundreds of millions, and I constantly changed the pages that shaped what people believed about us: the homepage, product pages, checkout, investor decks, careers pages, press materials.

If a buyer, investor, candidate or partner was forming an opinion of the company, I wanted to know what they saw and what moved them.

Today, a lot of that happens before anyone reaches your site.

A buyer asks ChatGPT or Claude what to use. The agent reads your pages, competitor pages and outside sources, then hands back a recommendation. Nothing appears in your analytics. Soon the buyer may never visit at all: their agent will do it for them.

I originally built Oomira because I wanted my own AI agent to get the facts about me and my company right. Then I realised the bigger problem was everyone else’s agents getting you wrong, in front of your buyers, with no way to see why or test a fix.

Oomira is the same obsession with the funnel, pointed at where the funnel is now.

  1. 01See what agents say.
  2. 02Trace what shaped it.
  3. 03Change one thing.
  4. 04Ask again.
Katherine HomuthKatherine Homuth, founderPreviously founded Sheertex, Female Funders and ShopLocket.

See what AI told your last buyer.

Your first question is free. No account. About a minute. Another question, with its test and 3 rechecks, is $29, one payment. Pro is $99 a month, Teams $259 a month.