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Need

Enrich prospect lists

Verified Oct 17, 2026 Review by Apr 15, 2027 4 sources
Short answer

Fill in missing details on your target accounts and contacts, such as industry, size, tech used and verified email, so outreach is relevant and lands. Tools like Clay and Apollo chain data providers and AI research steps. Verify before sending, and respect privacy rules.

What it is

Enrichment fills in missing details on accounts and contacts you already have, such as industry, company size, role and verified email. It can also build a list from a description of your ideal customer.

How it works

  1. Start with a clean list of companies or contacts.
  2. Run enrichment for firmographics, roles and contact details. Clay’s MCP server lets an AI assistant run Clay’s find-and-enrich tools for a signed-in user, using workspace credits at the same rate as in Clay; admins can cap credits per user. Apollo’s MCP server also spends workspace credits on every call (both checked 2026-10-17).
  3. Add AI research steps for specifics, such as recent news or hiring signals, and keep the source link for each.
  4. Push to the CRM with source and date fields, so you know where every value came from and when.

Benefits

  • More relevant messages and fewer bounces.
  • Better segmentation.
  • Hours of manual lookup saved.

Limits and risks

  • Data decays. Re-verify on a schedule.
  • Accuracy figures and database sizes are vendor claims. IonBin hasn’t verified any. Test a sample against records you know before you buy.
  • Privacy law limits collection and use of personal data. For the EU, the European Commission’s data protection pages cover the GDPR. Rules differ by country.
  • Credits run out. Enrichment and agent calls draw on paid credits; Clay’s Free plan includes 100 Data Credits a month.
  • AI research can hallucinate details. Keep the source link and check it before outreach.

This page summarizes published rules for orientation. It isn’t legal advice; check the rules that apply where you and your recipients are.

Checked specs

Snapshot from official sources on Oct 17, 2026.

Clay MCP (checked 2026-10-17)External platforms run Clay find-and-enrich tools for a signed-in user via OAuth; uses workspace credits at the same rate as in Clay; admins can cap credits per user [1]
Apollo MCPMaster key reaches all tools; every call spends workspace credits [2]
Clay plansFree: 100 Data Credits and 500 Actions a month; Growth from $495 a month [4]

Best-fit stacks

Stack 03

Sales, CRM & outreach

Find the right accounts, enrich them, and keep every deal in one CRM, with an agent doing the busywork.

Agent compatibility

Tool in this entryHow agents connect
Clay MCPAPI/CLIBulk import
Apollo.io MCPAPI/CLIBulk import
LinkedIn Sales Navigator Browser-onlyBulk import

Levels come from each tool's recorded, sourced compatibility. How the levels work.

Sources

  1. Connect to Clay MCP · Clayofficial accessed Oct 17, 2026
  2. Apollo MCP · Apollo.ioofficial accessed Oct 17, 2026
  3. Data protection · European Commissionofficial accessed Oct 17, 2026
  4. Clay pricing · Clayofficial accessed Oct 17, 2026

Practitioner views are restated in our words and labeled as views, not measured results. Product facts come from official sources dated above.

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