Research

Working with private company data.

Start with the decision you need to make: assess a data source, verify a company, build a research list, or prepare evidence for finance AI.

Choose a data source

Decide what a private-company record can establish, what is missing, and how to assess a file before using it.

Oct 18, 2026

Buying a private company database? Test the evidence before the file

A buyer's test for a private company list: define the population, check entity and operating evidence, inspect missing fields, and confirm availability and licence terms.

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Oct 3, 2026

What a private company record can and cannot tell you

A company register anchors legal identity, but it cannot establish current trading. Check what each filed field proves before using a private-company record in a target list.

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Sep 6, 2026

Where private company data actually comes from

Every company database is built on the same handful of public sources. Knowing which source each field came from tells you exactly how far you can trust it.

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Sep 25, 2026

How current is private company data — and how would you tell

Three dates in every company field. Knowing which is the source date, which is the observation date, and which is the filing period tells you exactly how current the evidence is.

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Sep 24, 2026

What blank fields in a private company record actually mean

Blank fields in a private company database are not errors. This guide explains three types of data gap and why each one matters for AI-assisted company screening.

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Verify the company

Resolve the legal entity, check evidence of trading, and keep location and contact claims tied to their sources.

Oct 22, 2026

Registry status is not enough to identify operating companies

Use the UK register to separate legal status from trading evidence, and test what an active-company list can support before using it for targeting.

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Sep 26, 2026

Confirming a private company is actually trading

Active registry status does not prove a business is operating. This guide covers the public sources that establish trading evidence — and what each one can and cannot confirm.

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Oct 19, 2026

Legal entity name vs trading name: which belongs in a company list?

Match the registered company to the name customers see before using a private-company list. Check the identifier, group relationship and operating evidence separately.

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Sep 22, 2026

Entity resolution for private company data

Entity resolution for private companies: matching the company number to the legal name, trading name and group structure before screening, valuation or AI-assisted research.

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Sep 29, 2026

Activity codes in company registers: what SIC, NACE and NAICS can and cannot tell you

How SIC, NACE, NAICS and SSIC codes are assigned at registration — and why a code filter is the right starting point but never the final answer for a target list.

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Oct 14, 2026

Registered office versus trading address in a private company list

Decide whether a company list can support location-based targeting by checking registered offices and trading addresses as separate, sourced fields.

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Oct 15, 2026

How to assess contact fields in a private company list

Check the source, purpose and date of each company contact field before using a private company list for research or outreach.

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Build a research list

Turn public evidence into an acquisition screen, market map or territory plan without implying current interest.

Oct 5, 2026

Screening acquisition targets from public company filings

Build a defensible acquisition target longlist by separating legal status, operating evidence, location and size proxies in public company records.

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Oct 16, 2026

How to map a market with private company data

Define the operating-business population, resolve registry entities and document unknowns before using a private-company market map for corporate development.

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Oct 17, 2026

How to build a commercial territory list from private company data

Assign companies to sales territories using evidenced operating locations, a defined account unit and an explicit unresolved queue—not registered offices as a proxy.

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Use data with finance AI

Prepare resolved, source-dated records and keep unsupported fields blank for analyst review.

Sep 25, 2026

Why finance AI needs verified private company data

An LLM can summarize company research, but it cannot repair a weak evidence base. Learn which private-company fields need provenance before AI supports screening or valuation.

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Sep 19, 2026

How to prepare private company data for AI research

A practical schema and validation workflow for turning registry, website and filing evidence into private-company data an AI assistant can use without inventing facts.

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Sep 19, 2026

Can AI find a private company’s beneficial owners?

Public registers can reveal legal owners or people with significant control, but not a complete cap table. Learn how AI should research ownership without filling gaps.

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Need a company list for your market?

See the research standard and markets in progress, then check the one-time licence model and register interest by email.