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Deepline’s company enrichment queries Apollo, Crustdata, and PeopleDataLabs, then coalesces their responses into a single profile with 30+ fields: revenue, employee count, industry, funding, tech stack, social profiles, and more. One natural language prompt returns everything — no manual provider configuration required. If Apollo has revenue but not tech stack, and Crustdata has tech stack, both fields appear in the output. B2B data decays at roughly 22.5% per year (HubSpot via Cognism). Querying 3 providers means stale data from one gets supplemented by fresher data from another.

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How do I enrich companies with Claude Code?

In Claude Code, type:
With Codex:

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What does company enrichment return step by step?

Deepline resolves your domain or company name to a canonical record, queries multiple providers, and coalesces responses into one profile. Single-provider enrichment commonly leaves coverage gaps. Waterfall enrichment improves match rates by querying multiple providers in sequence. Specific lift varies by ICP and region.
1

Resolve company identity

Deepline matches your domain or company name to a canonical company record.
2

Enrich across providers

Multiple providers are queried and their responses are coalesced into a unified profile.
3

Return unified fields

A single enriched record is returned with all available fields filled from the best source.

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Which providers and fields does company enrichment cover?

Deepline queries 3 providers and merges their data: Apollo enrich-company, Crustdata company-enrichment, and PeopleDataLabs company-enrich. If Apollo has revenue but not tech stack, and Crustdata has tech stack, both fields appear in the output. Returned fields include: revenue, employee_count, industry, founded_date, funding_total, funding_stage, latest_funding_round, valuation, tech_stack, social_profiles (Twitter, Facebook, LinkedIn, GitHub, Instagram), SIC/NAICS codes, headquarters address, and more. Deepline returns all available fields in one call — no need to configure separate columns or templates for each data point.
A single call can return 30+ fields. When using Claude Code, describe which fields you care about and it extracts the relevant ones.
Related tasks: Find Decision Makers | Find Work Email | Prospecting and multi-signal outreach

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Frequently Asked Questions

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How much does it cost to enrich a company with Deepline?

Company enrichment queries multiple providers per lookup. You pay for each provider that runs, but the coalesced result gives you 30+ fields in one call.

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Can I enrich companies in bulk from a CSV?

Yes. type /deepline-gtm enrich companies in companies.csv and Deepline reads your domain column, runs company enrichment for each row, and writes back a unified profile. You can also use the deepline enrich CLI command with --input and --output flags. Always pilot with 3-5 rows first.

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What data do I need to enrich a company?

A domain (e.g., “stripe.com”) is the most reliable identifier. Company names work too, but domain-based lookups have higher match rates because domains are unique. If you have both, provide both.

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What fields does company enrichment return?

A single call returns 30+ fields: revenue, employee_count, industry, founded_date, funding_total, funding_stage, latest_funding_round, valuation, tech_stack, social profiles (Twitter, Facebook, LinkedIn, GitHub, Instagram), SIC/NAICS codes, and headquarters address. Not every field is available for every company — Deepline returns whatever the providers have.

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Why use Deepline for company enrichment?

Ask for company data in plain English from your IDE or terminal. Deepline queries Apollo, Crustdata, and PeopleDataLabs in parallel and merges results into a single record — no UI configuration or manual provider setup. Pulling from 3 providers also keeps data fresher, since B2B contacts decay at roughly 22.5% per year (HubSpot via Cognism).