# How can my AI agent enrich a B2B lead list without several data subscriptions? Enrich B2B lead lists with Agentik tools. By [Agentik](/about.md). Updated: 2026-10-19. B2B enrichment starts with records you already have and adds specific missing fields. Agentik can supply supported company, profile, email-finding and verification tools through one connection. Define the match rules and requested fields before spending: finding a company, identifying a person and verifying an address are different operations with different evidence and pricing. - [Connect your agent](/docs/clients.md) ## Resolve company identity before enriching contacts A brand name can refer to several businesses or regional entities. Prefer a supplied domain or stable profile URL when available. Keep the original input alongside the matched company and record ambiguous matches for review. Choose enrichment by the missing field. A company profile does not prove that a named person currently works there. A profile URL does not establish a deliverable email address. Inspect the selected operation’s input and output contract rather than treating all B2B data as interchangeable. ## Keep found, inferred and verified fields separate Use an explicit state for each requested field: provided, returned by a source, derived by the agent, missing or conflicting. Retain the source and retrieval time for returned data. If an address is generated from a pattern, label it as a hypothesis until a suitable verification operation returns a result. Verification is time-sensitive and does not guarantee a reply or permission to contact someone. Preserve the provider’s actual status rather than converting an uncertain or catch-all result into “valid.” The enrichment deliverable should make that uncertainty visible. ## Enrich a useful sample before a full batch Start with a few representative records to check match quality and required fields. Define how to handle duplicates, conflicting domains and missing names before requesting the entire list. Use a documented batch operation only when it fits those rules. Compare charges per requested record, returned match or provider credit according to the actual tool contract. A cheap lookup that returns the wrong company does not reduce the cost of an accepted lead. Keep paid steps separate from the agent’s local normalization work. ## What you pay for Supported paid tools use Agentik's prepaid workspace balance. Inspect the selected tool's pricing units and maximum before approving a run; a reservation can differ from its settled charge. Funding fees, taxes and your model's usage are separate. Current terms are on the Pricing and Billing pages linked below. ## Enrich an existing account list field by field For a supplied list of company domains, request only the missing company size and relevant role. The table is an output contract, not a collected contact list. Enrich an existing account list field by field | Column | What to preserve | | --- | --- | | Input domain | Original value plus normalized domain. | | Matched company | Source identifier and ambiguity state. | | Contact | Name, role, source URL and retrieval time. | | Email status | Found address and verification result as separate fields. | ## A prompt to try [Connect your agent](/docs/clients.md), then use this prompt with your connected assistant. Keep credentials in the authorized connection. ```text Enrich my authorized list of [company domains or profiles] with [missing fields]. Discover Agentik B2B tools and inspect_tool for matching inputs, output fields and pricing units. Propose a small sample and its maximum first. After approval, preserve original IDs, sources, match confidence and missing values. Keep person identification, email finding and verification as separate steps. Do not invent contacts, treat uncertain addresses as verified or start outreach. ``` ## A related workflow [B2B lead list](/b2b-lead-list.md). People who match your buyer, emails found by two providers and verified, and a recent news hook for each company. Example tool-call maximum: at most $2.21. 50 people in software companies of 20 to 200 employees in France and Germany, emails looked up for all, a second source for 10, every address verified, 25 companies checked in the news. This catalog-based reservation maximum belongs to the playbook’s inputs, separately from this guide’s worked example. It is not an executed charge. Optional calls, funding fees, taxes and model usage are excluded. - [leadsforge/count-people](/providers/leadsforge/count-people.md) - [leadsforge/search-people](/providers/leadsforge/search-people.md) - [leadsforge/find-emails-batch](/providers/leadsforge/find-emails-batch.md) [View every step, input and tool in the playbook](/b2b-lead-list.md). ## Questions ### Is enrichment the same as building a new lead list? Enrichment adds fields to supplied records. Prospecting discovers new records. The matching inputs, acceptance criteria and cost model can differ. ### Can I use one connection for finding and verifying emails? Supported operations can share Agentik access, but each has its own schema, price and result states. ## Sources and next steps Agentik publishes this guide. The editorial update date is 2026-10-19; provider terms and availability can change. - [Public-data guide](/docs/guides/public-data.md) - [Icypeas verification documentation](https://api-doc.icypeas.com/find-emails/email-verification) ### Continue with Agentik - [B2B tools](/tools/b2b-data.md) - [Email verification guide](/ai-agent-email-verification.md) ## Related guides - [Email verification for agents](/ai-agent-email-verification.md) - [Compare tool pricing units](/ai-agent-tool-pricing-models.md) - [Source provenance for agent outputs](/ai-agent-tool-data-provenance.md) [Browse all agent tool guides](/agent-tool-guides.md) --- [HTML page](/ai-agent-b2b-data-enrichment) · [Agent index](/llms.txt)