A company report written by an AI agent is easy to produce and hard to trust. Two companies with similar names get merged. A two-year-old headcount is presented as current. A partner logo becomes a customer. And nothing in the report tells you which sentences are facts.
Deep Research & Company Intelligence gives your agent the discipline of a corporate-intelligence analyst: resolve the entity, go to primary sources, date everything, and say how sure you are.
The trouble with summarising search results
Search results are for discovery, not evidence. Without rules, an agent:
- trusts the first aggregator it finds
- silently picks one number when sources disagree
- confuses a registered office with headquarters, or a job post with a live project
- fills gaps with plausible-sounding detail
How the skill works
- Define the objective — who the report is for, which decision it supports, and 5–15 research questions before browsing.
- Resolve the entity — legal name, registration numbers, domains, parent and subsidiaries. No synthesis until identity is settled.
- Rank the sources — registries and filings first, aggregators last, each source scored for authority, directness, freshness and independence.
- Collect evidence across eighteen categories, including ownership, leadership, business model, customers, locations, financials, funding, technology, hiring, reputation and legal risk.
- Verify and date — critical claims are checked against two strong sources wherever practical, every time-sensitive fact carries a date, and contradictions are reported rather than hidden.
- Red-team the report — search for evidence against its own conclusions and re-check the latest news before finishing.
Every claim is labelled
The report separates verified, reported, estimated, inferred and unknown. Here is how the skill tells your agent to handle a contradiction:
Employee count is uncertain. LinkedIn lists 501–1,000 employees, while a 2025 press release states 1,200 staff globally. The difference likely reflects timing or group scope.
Choose the depth and the format
Seven modes — company profile, sales intelligence, competitive intelligence, vendor evaluation, due-diligence support, market, and trigger monitoring — at four depths, from a 5–10 source quick profile to maximum-coverage due-diligence support. Output as a full cited report, a one-page intelligence card, or JSON.
Built for international research
It searches local-language and transliterated names and legal-suffix variants, uses national company registries, and keeps group headquarters, country subsidiaries, branches and special-jurisdiction entities apart.
Who it's for
Sales teams researching accounts, founders sizing up partners or competitors, and analysts who need a first pass they can defend.
What it won't do
It won't bypass paywalls or logins, dig into employees' private lives, or present open-source research as legal, financial or investment advice.
