Research a company without losing the evidence behind the answer
Research a company, enrich a shortlist, or investigate public business signals with current source-linked evidence you can verify.
THE ANSWER
What should an AI company-research result include?
A company profile assembled from memory goes stale almost immediately. Leadership changes, funding announcements age, hiring plans move, and third-party estimates rarely agree with one another.
Coherence lets you describe the company and the fields or signals you need. It researches public sources and returns a concise, source-linked result so you can separate what was observed from what still needs verification.
A useful result identifies the exact entity, answers only the requested questions, links each time-sensitive claim to public evidence, and records when the evidence was checked. Unknown values should remain unknown instead of being inferred from a weak source.
Stable facts such as a company website and headquarters can sit beside changing signals such as funding, leadership, hiring, product launches, or geographic expansion—but those two classes of information should not be treated as equally durable.
Read the public-company research guideVERIFY
Keep facts, estimates, and hypotheses separate
Company research often combines first-party facts, third-party estimates, and an analyst’s interpretation. Labeling those categories makes the result much safer to use.
Important boundary: This is public-web business research, not formal KYC, KYB, sanctions screening, beneficial-owner verification, or legal due diligence.
MORE RESEARCH JOBS
Same research engine, another starting point.
QUESTIONS
Frequently asked questions.
Can it research private companies?
Yes, when enough reliable public evidence exists. Private companies generally disclose less, so unknown fields and lower-confidence conclusions are more common.
Can it enrich several named accounts at once?
You can provide a focused shortlist and request the same fields for each company. Keep the list and field set manageable so every row can include useful evidence within one research run.
Does Coherence verify employee count or web traffic?
Those values are commonly estimates from third parties. Coherence can surface the estimate and its source, but it should not be presented as a verified company fact.
Can the result be saved to CRM records?
Eligible company and people results can be saved to a Coherence workspace. Review field mappings and sources before replacing reliable existing account data.
Try the research question you actually care about.
Edit the example above or start with a blank brief. The free Lead Finder returns source-linked public-web research before asking you to create an account.