Your company data is probably messier than you think
For teams dealing with duplicate accounts, missing websites, weak industries, and company records that are hard to trust.
Read guideDeveloper guides
Practical API workflows for company research and data teams.
Clear tutorials for turning ShakeChillies endpoints into useful enrichment, research, and monitoring workflows. Start with the company enrichment guide if you are building CRM, KYB, sales, or market-intelligence tooling.
Featured guide
How to enrich company profiles from public business data
Turn a company name into structured fields your lead research, CRM enrichment, KYB, or market-intelligence workflow can actually use.
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Company Data Ops Series
For buyers who do not wake up thinking “I need an API.” They think: my CRM is messy, my KYB queue needs context, my spreadsheet is raw, or my research rows are inconsistent.
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Browse the guides
Browse by workflow. Each article starts with the ICP problem first, then shows where company profile lookup can help.
The boring data problem behind KYB onboarding
Why compliance and onboarding teams often need basic company context before deeper verification and review.
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Stop asking interns to Google 500 companies
A workflow for turning company-name spreadsheets into usable research rows without doing every lookup by hand.
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What should a company research row actually contain?
A practical row shape for analysts, startup researchers, dashboards, market maps, and internal tools.
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Why your CRM has company names but no company context
How to add useful account context for segmentation, routing, reporting, and sales research without blindly overwriting CRM data.
Read guideHow to enrich company profiles from public business data
The technical walkthrough: request, response shape, optional funding handling, and production tips.
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How to track newly funded startups in 10 minutes
A related guide for funding-signal workflows. Kept here as a secondary article, not the current content focus.
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More company enrichment workflows
KYB enrichment
CRM enrichment
CSV enrichment
Startup research
Market intelligence