Identity
- Legal name, trading name, website, headquarters, operating markets, and a stable public profile URL.
- Public identifiers such as registry links, domain ownership signals, and company social profiles where appropriate.
FOUNDER AI-DISCOVERABILITY GUIDE
Make your company AI-discoverable
To make a private company AI-discoverable, publish a crawlable, structured public profile with stable facts, source links, freshness dates, and a contact path, while keeping cap tables, full financials, contracts, customer lists, personal data, and diligence files gated.
HubbleField helps founders prepare a public-safe company profile that investors, strategic buyers, partners, and AI-assisted research workflows can understand without exposing sensitive diligence to anonymous visitors or crawlers.
DIRECT ANSWER
AI discoverability is not a trick file or a promise that every assistant will mention a company. It is a disciplined public fact layer: crawlable HTML, structured labels, source links, visible freshness, proportionate team context, and permission boundaries that make public company facts easier to retrieve and understand.
This page owns AI-agent and search retrievability. The broader founder discovery page owns the commercial discovery proposition, the investor guide owns the full visibility workflow, and the investor-ready profile page owns field-by-field readiness before diligence.
THE PUBLIC PROFILE LAYER
Publish the facts a research workflow can safely read first.
Category and problem
- Sector, vertical, audience, business model, and the customer problem in plain factual language.
- Controlled category labels where possible, so humans and retrieval systems do not have to infer the market.
Product and customer profile
- What the product does, who uses it, the core use case, and which customer segments are intentionally served.
- Evidence labels for public launches, integrations, partnerships, or product milestones.
Stage and location
- Company stage, founded year, operating geography, team location, and launch state where those details are public.
- Keep stage language descriptive rather than turning the page into an offer or reader-fit judgement.
Traction summary
- A high-level, founder-approved traction summary with dates, caveats, and public proof points.
- Use ranges or qualitative context when exact numbers should remain private.
Proof and source links
- Source links for press, product pages, registry entries, public updates, hiring pages, podcasts, or founder-approved evidence.
- Label whether proof is public, self-reported, rounded, historic, or externally sourced.
Team summary
- Founder and leadership roles, relevant background, public profiles, and a proportionate team overview.
- Do not publish identity documents, payroll data, personal addresses, or private founder notes.
Contact path
- A responsible contact route, HubbleField listing path, or founder intake path for correction and follow-up.
- Make the action visible and labelled so browser agents and assistive technology can understand it.
Freshness date
- Last confirmed date, last material update, and the public sources checked during the refresh.
- A stale profile should say so; an updated profile should show what changed.
PUBLIC AND PRIVATE DATA BOUNDARY
Public company facts
- Public company facts: identity, category, problem, product, customer profile, stage, location, high-level traction summary, proof links, team summary, contact path, and freshness date.
- Crawlable, structured public profile copy with stable headings and labels that align with visible content.
- Source-backed public proof points, caveats for self-reported data, and correction paths for stale or incomplete fields.
- MCP/API-readable public fields for approved public profile data, with the same public/private boundary visible to humans.
Private or gated diligence
- Cap table, shareholder detail beyond public filings, option schedules, and transaction terms.
- Detailed financial model, full financials, management accounts, tax records, bank data, and private forecasts.
- Customer lists, pipeline data, contracts, legal documents, full diligence files, board materials, and sensitive raise material.
- Personal data, passports/IDs, payroll files, private founder notes, private data-room folders, and unpublished evidence.
HOW AGENTS READ THE PAGE
The same page should make sense to people, search engines, and browser agents.
Server-rendered facts
The public profile should be readable in HTML before scripts run, with one clear H1, stable sections, and text that does not rely on hidden UI state.
Semantic actions
Buttons and links need clear accessible names, labelled destinations, and immediate behaviour so browser agents and assistive technology can follow the path.
Source and freshness signals
Dates, source links, and caveats help research workflows distinguish current public facts from stale, rounded, or self-reported context.
Permission-aware access
Public fields can be exposed through the page and MCP/API-readable public fields; sensitive material needs an authenticated, permissioned access path.
AI-DISCOVERABLE PUBLIC PROFILE CHECKLIST
Copy this checklist before publishing or refreshing your public company facts.
AI-discoverable public profile checklist 1. Identity: legal name, trading name, website, profile URL, headquarters, operating markets, founded year. 2. Category and problem: sector, vertical, audience, business model, customer problem, product category. 3. Product and customer profile: what the product does, who uses it, use cases, customer segments. 4. Stage and location: company stage, launch state, geography, team location, operating markets. 5. Traction summary: high-level founder-approved proof with dates, caveats, and public source labels. 6. Proof and source links: registry, website, press, product updates, hiring pages, podcasts, public partner links. 7. Team summary: founder roles, public profiles, relevant background, proportionate team overview. 8. Contact path: responsible update/contact route, HubbleField listing path, or founder intake path. 9. Freshness date: last confirmed date, last material update, and sources checked. 10. Keep gated: cap table, detailed financial model, customer lists, contracts, legal documents, personal data, full diligence files, sensitive raise material.
HOW HUBBLEFIELD HELPS
Structured founder profile path
- Gives founders a structured public profile path instead of a loose marketing page.
- Keeps public profile fields separate from gated diligence and private documents.
- Uses freshness, source links, categories, and public identifiers as first-class profile context.
- Connects founder listing preparation with agent-readable discovery surfaces without opening private files to crawlers.
MCP and API access stay public-tier by default
HubbleField can make approved public facts available as MCP/API-readable public fields for agent-assisted discovery. Private diligence stays outside the anonymous public surface unless an authenticated, permissioned access path explicitly allows more.
Read the MCP discovery pageRELATED PAGES
List your companyStart the founder path for preparing a structured public HubbleField profile.Founder discovery hubBroad founder discovery proposition for investors, buyers, partners, and AI agents.Investor discovery guidePractical visibility workflow for relevance, proof, freshness, and responsible outreach.Investor-ready profileField-level public profile preparation before deeper diligence.Agent-readable checklistReusable checklist authority asset for public company facts.MCP discovery setupAgent setup surface for structured private-company discovery workflows.
FAQ
What does AI-discoverable mean for a private company?
It means the public company profile is crawlable, structured, current, source-backed, and clear about what is public versus gated, so people and AI-assisted research workflows can retrieve the same factual layer.
Does this make an AI system cite the company?
No. A structured public profile can improve retrievability and understanding of public facts, but HubbleField does not promise citations, search placement, reader interest, meetings, or funding outcomes.
What should stay private?
Cap tables, detailed financial models, customer lists, contracts, legal documents, personal data, full diligence files, sensitive raise material, and confidential founder notes should stay gated or private.
How do MCP and API access fit in?
HubbleField can expose MCP/API-readable public fields for approved public profile data. Sensitive diligence belongs behind an authenticated, permissioned access path and is not available to anonymous crawlers.
How often should founders refresh the profile?
Refresh whenever the company changes materially, and include a visible freshness date so investors, partners, strategic buyers, and research agents know when the public facts were last confirmed.
NEXT STEP FOR FOUNDERS
Prepare the public layer first. Gate the sensitive layer later.
Start with a structured public HubbleField profile. Keep the private file for appropriate follow-up once the right access boundary exists.
Information only. Not investment advice. Not an offer of securities in any jurisdiction.