Public sources, read today · every fact cited

Your and readiness report, written from what the world already knows about you.

Investors, customers, and every AI look you up before they meet you. Give me a URL and I'll read what's public, ask a live model what it says today, and show you where it's wrong.

Any company: yours, a friend raising a round, or one you are looking at.
Read automatically, before you sign up
Stripe, Google Drive, Gmail, Dropbox, Bank connection: closed until you connect them.
No signup · beta sessions are recorded privately to improve Oomira. Privacy
Acme Robotics · deck and readiness reportSimulated preview
03 · Proof$1.4MARR · cited
01Cover
02Story
03Proof
04Timeline
05Team
Pitch readiness report
Up and to the Right
Your strongest fact is the cited revenue curve. Your record carries no customer voice yet.
Stronger ifOne named customer quote, on the record, is your biggest gain.
Written from what the world knows today · 31 sources
A model, todaySan FranciscoSeed, $2.1M
Your recordRemote 2024Series A, $12M 2023
Read automatically, before you sign up
Stripe, Google Drive, Gmail, Dropbox, Bank connection: closed until you connect them.
01Starts with what others findPublic sources first, before a single questionnaire.
02Yours to correct and enrichFix what’s wrong, add what only you can authorize, see where the next fact goes. Nothing is guessed.
03Readable by your AIThe same dated, sourced record over MCP, in Claude or any agent.
Why this exists

There are three of you.

Something strange is already true: every AI answers questions about you. Investors ask before the first call. Customers ask before the first order. And the you they meet depends on who they ask.

The you you know

The facts as you would tell them: what changed, when, and why. It is the most accurate version, and it lives where no reader or AI can check it.

The you your AI remembers

Whatever your assistant was told last: one value per fact, no dates, no sources, locked inside one product.

The public you

What anyone, and any AI, assembles when they look you up: real but stale in places, wrong in places, and held in systems you cannot read, let alone correct.

Oomira brings the three in line. It assembles the public you and shows it to you, coaches you on how to strengthen it, takes your corrections without erasing what changed, and serves the one corrected record to any AI that asks. A thin record is not a dead end. It is the to-do list.

It is also why the reports keep surprising people. Every line below is real.

Do the numbers show a trend, or a moment frozen in time?

The biggest claims were the oldest

A 1,500-studio fitness franchise led with a billion in system sales dated 2018 and a million members dated 2020. The freshest figure on its record was the studio count. A skeptical reader notices that gap in seconds.

Readiness report · Traction card
What does your own homepage lead with?

The best facts were everywhere except the front door

A materials startup described itself on its own site as a group of ambitious creative thinkers. The public record held a $2.8M round closed, a global sportswear brand on the cap table, and a federal science partnership worth up to $160M.

Readiness report · Story card
Which direction is the one good number moving?

The best number had no direction

A mapping-data company had one independently cited figure: $7.6M in annual revenue. It stood alone, a single 2023 point with no prior year beside it, so a reader cannot tell climbing from cruising.

Readiness report · Traction card
What does the timeline say when nobody explains it?

The web remembers the peak headcount

A design-build firm grew from 30 people to 80, then reset to 31. All three numbers sat on the public record. Without one sentence of explanation, discipline reads as decline.

Readiness report · Timeline card
Whose voice carries the evidence?

Every figure was the company quoting itself

An advisory firm claimed a billion dollars in exits and a thousand founders served. Every number traced back to its own website. Not one had an outside source behind it.

Readiness report · Evidence card
Which name is the record actually under?

Three names, one company

A snack brand appeared under three different names across its own public record. A first-time reader ends up tracing a rebrand instead of absorbing the pitch.

Readiness report · Identity card

Each finding is quoted from a report Oomira generated for a real company. The subjects are described, never named.

What you get

The report reads your pitch back to you.

One run, one document. It is written from the record, every line cited, and it is the part people forward to their co-founder.

01

A verdict, in plain words

Your pitch gets a name and a read: what the record makes you look like, and the single strongest thing you can prove.

02

The questions an investor asks, graded

Each one answered from your own record, with the evidence beside it, so a weak answer is a fact you can go and get.

03

What a model says about you today

We ask a stock AI with live web search, fresh, and print its answer word for word — then show you every line of it your record contradicts.

04

The five places an AI looks

Your site, search, the knowledge graph, the databases, and your own channels. Each one checked, each one with its own number and its own fix.

05

Everything cited, and yours to keep

Every fact carries its source and date. The record exports as a file, or connects live to your own AI.

01 · What’s already out there

It reads your public record before asking you anything.

One URL starts the research. Oomira checks the same public sources an investor or an AI would reach for, and keeps every fact with its source and date.

1
Identify the companyDomain, legal entity, founders, products
Resolved
2
Collect pitch-deck factsTeam, market, traction, funding, milestones
76 found
3
Check every claimSource, date, confidence, contradiction
Cited
4
Write the first deckOnly with facts the record supports
Ready
02 · Correct it and enrich it

Then fix what’s wrong and add what only you can authorize.

Correcting a fact never destroys the old one: the previous value stays, dated, so the record shows the change instead of hiding it. Private connections can then verify traction, finances, product activity, and company documents when you choose to add them.

The readiness report then walks every route an AI can take to you: what each one finds today, and where the next fact goes.

Connections are optional and read only after you authorize them. Oomira cites the connected record behind each claim.

StripeRevenue, subscriptions, and customers
GitHubProduct activity and engineering history
Google DriveDecks, plans, contracts, and reports
GmailAuthorized messages and attachments
DropboxCompany files and diligence documents
BBank connectionBalances and transactions through Plaid

Answer only what isn’t public.

No giant onboarding form. You get the short list that remains after the research is done.

Your remaining inputs

How much are you raising?Ask you
What will the capital fund?Ask you
What is current monthly burn?Connect or answer

One growing record powers every investor document.

Deck, memo, and diligence are progressively deeper views—not separate files to keep in sync.

Your Oomira fact baseSourced · dated · shared by every output
Built on the live ontology
1,790fact types
113entity types
22source types
Claim ledgerEvidence
Annual revenue · $1.4MVerifiedStripe · period ending 2026-03-31
Seed round · $2.1MCorroboratedCompany announcement + independent press
Raise targetMissingLeft blank until the founder answers

Every claim shows its work.

See where each fact came from and when it was true. Conflicts are flagged. Unknowns stay unknown.

03 · Your AI reads it live

Built from facts, not memory.

An assistant’s memory keeps the last thing it was told, in the assistant it was told to. A record keeps when each fact became true, what it replaced, where it came from, and what it connects to.

AI memory
hq“Remote”
funding“$12M”
people“Jane Doe, Sequoia”

One value per fact. No date, no source, nothing linking them, and it lives in one assistant. When something changes, the old value is simply gone.

Your Oomira record
HQSan FranciscoRemote since 2024 · you corrected this, the old value is still here
FundingSeed $2.1M 2021Series A $12M 2023 · the arc, not the latest number
GraphJane DoeFOUNDER →Acme← INVESTORSequoia

Every fact carries the date it became true, the value it replaced, and the source behind it. Entities are connected, not listed. Any MCP client reads the same rows.

Ask your AI “what changed since our seed round?” and it answers from dated facts with sources, instead of the one value it happens to remember.

APIGenerate structured contextPOST /api/v1/scaffold
MCPLet agents read it livehttps://oomira.com/mcp
See how Oomira builds context →

Simple pricing. Metered honestly.

Start free with $20 of credit and no account. A subscription keeps what you built; research spends credits at cost plus a stated premium. No connector unlocks, no surprise tiers.

GuestFree no account

Build a whole world and its first deck without signing up.

  • $20 of credit to start, once
  • One world, with every source Oomira reads publicly
  • Your world is kept for you from the first run you pay for
Personal$20 / month

Keeps what you build, and keeps it current as the facts change.

  • Every world you build, kept across sessions
  • Your credit balance persists instead of expiring with the browser
  • Private connectors: Stripe, GitHub, Drive, Gmail
  • Your context in Claude and any MCP client
BusinessComing soon$20 / seat / month

Shared company worlds for a team. Every seat reads and maintains the same sourced record.

Usage creditscost + 50% metered

Research and model work spend credits, on every tier.

  • External API and model calls at provider cost plus 50%
  • Every charge itemised against the run that made it
  • Top up without subscribing
Portfolio

For funds and accelerators, across every company you back.

Each company keeps its own world and its own account. You see the facts they share, each one carrying the source and the date it was true — the same record they raise on, not a separate database they cannot check.

Talk to us →
  • The company is the customer; the fund is a reader they authorize
  • Source-backed diligence: every claim points at the page it came from
  • Company-by-company coverage, so a gap is visible instead of guessed
  • Built on the same pass that reconstructed and checked the YC directory

A subscription buys persistence, not access: the same research and the same schemas run for a guest. Structure itself is always free — the keyless POST /api/v1/scaffold endpoint costs nothing and needs no account.

Your company facts are already out there.

Let Oomira turn them into the context your deck is written from. Free.

Oomira: Your pitch deck and readiness report, written from what the world already knows about you.