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Live. Asked cold, with web search on.

You used to manage whether or not you show up. Now you manage an opinion.

Ask the major AI agents what they think of your company, cold. See the verdict, what caused it, and what to fix.

Company
Asked asanyone · an investor · a buyer · a candidate · a buyer comparing

Free. No signup · About two minutes · Claude, ChatGPT, Perplexity, Gemini search the web cold

See any page as a machine reads it →No account. Any address.

harborandvale.comasked as a buyer
We asked Claude, ChatGPT, Perplexity and Gemini, cold, live search on: “Should I choose harborandvale.com over a competitor? Answer in 100 words.”

Loved for the roast, but a $9 shipping fee that no longer exists is still sending subscribers to Trade

Rated the best light roast in its price rangeacross the four answersWhat AI gets right
Quoted as $9 shipping on every order3 issues raisedKey issues
Put free shipping on the subscribe pageone action per issueTop actions
ClaudeDetractor

Harbor & Vale is the pick if you want a bright, single-origin light roast at a fair price. Shipping adds about $9 an order, so Trade or Atlas may work out cheaper on a subscription.

ChatGPTPassive

Yes for freshness: beans ship within 48 hours of roasting, though the subscription discount is smaller than competitors’.

PerplexityPromoter

Consistently top-rated by Coffee Review; choose it for espresso.

GeminiDetractor

Probably not if you subscribe: a 2023 comparison lists a $9 shipping fee on every order.

Agent intentSends buyers elsewhereEach rates 0 to 10 on “would you recommend”.
Claude6ChatGPT8Perplexity9Gemini5
41% of pages read are yours 22 sources
  • harborandvale.com/subscribeyour page
  • harborandvale.com/roasts/lightyour page
  • coffeereview.com/harbor-vale-ethiopiabacks it
  • beanbox.co/compare/harbor-vale-vs-tradecontradicts
  • reddit.com/r/coffee/harbor_vale_worth_itexternal

A buyer can now land on a version of your company you never wrote, cannot edit, and may never see.

  1. SearchDid we show up?
  2. Your channelsWhat story do we tell?
  3. Press and analystsWhat story do others tell?
  4. AIWhat story gets written for the buyer before they ever reach us?

Visibility treats AI like another results page. It is not one. It reads across the web, weighs the evidence, resolves the contradictions, and forms a point of view. That opinion is the new marketing surface, and it belongs to no one.

So Oomira inspects that opinion, shows how it was formed, and changes the evidence that shapes it.

Where the opinion costs you

Every question a buyer puts to AI about you, asked cold and scored, with the ones that send them elsewhere on top.

meridianpayroll.comQuestions · 26 tested
AI steers buyers away in 7 of 26 questions.11 answer strongly · 4 fixes ranked
Sends buyers elsewhere
Needs workCan Meridian run payroll for staff in Canada and the UK?buyer · global payroll2 to fix
Needs workIs Meridian cheaper than Gusto for a 200-person company?buyer · pricing · vs Gusto2 to fix
Needs workDoes Meridian integrate with NetSuite?buyer · integrations2 to fix
Guessed
GoodIs Meridian good for a company with hourly workers?buyer · hourly
Working
GreatHow is Meridian’s support rated?buyer · support
21 more

What changes it

Not a dashboard. A ranked list of what to change, each with an owner and the page that changes the answer.

halvard.ioThe plan · Read Sep 4 · v3
Fix these firstOne fix, one owner. Ranked by buyer questions unblocked.
1
State the minimum seat count, or that there is noneProduct marketingBreaks 6 buyer questions5 steer buyers awayhalvard.io/pricing
2
Publish the SOC 2 report page agents keep looking forSecurityBreaks 4 buyer questions4 steer buyers awayhalvard.io/trust
3
Replace the 2023 comparison page still ranking firstContentBreaks 3 buyer questions2 steer buyers awayhalvard.io/compare

Who is asking

Buyers are not the only ones asking. Investors, candidates and the press each hear a different company, and each is a decision.

corbelair.comAsked as four people, same day
AnyoneGood

A well run regional airline with a loyal base and an ageing fleet

A buyerNeeds work

Cheapest on its routes, but agents believe bags are never included

An investorNeeds work

Thin margins and a fleet renewal bill nobody has priced

A candidateGreat

Fast promotion for pilots, and a base most crews will not choose

Why it said that

Every claim traced to the page that put it there and checked against your own site, so a wrong answer has a cause and a cause has an owner.

northgatebank.comQuestion · trace
“Does Northgate charge a monthly fee on its basic chequing account?”
What AI said
ChatGPTDetractor

Yes, about $12 a month unless you keep $2,000 in the account.

What it relied on
  1. ratehub.ca/chequing/compare3 of 4 agents
  2. northgatebank.com/accounts/basic1 of 4 · quoted
  3. reddit.com/r/PersonalFinanceCanada2 of 4
What we checked
Contradicted $12 monthly fee your page says $0 since January
Supported $2,000 minimum balance waiver
Why this became a finding

Three of four agents read a comparison site that predates the fee change. Your own page states the new fee, and one agent found it.

When the opinion moves

Asked again every week, cold. When an answer changes, you see what changed it, and whether it was you.

voltway.comSince last read
Changed“no chargers north of Toronto” “covers the 400 corridor to Sudbury”
WhyThree of four agents picked up the new network map
Sourcevoltway.com/network
Moved5 buyer questions, from Needs work to Good
Re-asked Monday, cold, same four agents.

Search was about showing up. AI is about the opinion people meet when you do.

A mention is not a decision. The answer is. Oomira reads it, judges it as a buyer would, traces it to the page that caused it, and tells you what to change.

Visibility toolsOomira
What has AI concluded about us?
Which conclusion is costing us?
What evidence caused it?partialclaim by claim
Can we change that evidence?tested
Did the answer change afterward?a metrica verdict
Investors, candidates, press

Pricing

Free
$0

One cold reading of any company.

  • Claude, ChatGPT, Perplexity and Gemini, every answer shown
  • Every claim traced to its page
  • No signup
Pro
$99/month

One company, watched. 7 days free, no card.

  • 1 user
  • 20 tracked questions, every two weeks
  • Claude, ChatGPT, Perplexity and Gemini
  • Sentiment and source tracing on every answer, to 20 sentences each
  • One domain, no subdomains
Teams
$259/month

The same reading, more of your team. 7 days free, no card.

  • Up to 5 users
  • 20 tracked questions, every two weeks
  • Claude, ChatGPT, Perplexity and Gemini
  • Sentiment and source tracing on every answer, to 20 sentences each
  • One domain, no subdomains
Enterprise
Custom

Every product and every stakeholder that decides about you.

  • Unlimited seats
  • Custom question packages across all products and priority stakeholders, each on its own cadence
  • Customizable models
  • Every answer checked against the pages that agent opened, in full
  • Every domain and subdomain you own, crawled and graded, and managed with you
  • The rendered read: a real browser on the pages nothing else is let into, so a page that only exists after JavaScript is still read — and the drift between what people see and what machines get
  • Follow-up turns, asked in the same conversation
  • Fact check: a company record kept current automatically, turning every page we fetch into verified facts and checking every agent claim against them
Talk to us