B2B Company Data Enrichment & Completion
Pricing
from $5.00 / 1,000 completed records
Complete missing company data from public sources. Add business emails, phones and company social profiles to existing records without re-enriching fields you already have. Built for CSV, API, AI agent and MCP workflows.
Result schema version: 1 (the version of the Akatra result layout, not of the Actor code).
not_checked, mx_only, catch_all, unknown are never verified).robots.txt is respected. Address is parsed but not offered.stopReason and unresolvedReasons; field states; attempts; cost breakdown; SUMMARY record with stop-reason counts.original echo; technical roles such as abuse@ are not collected; general contact addresses are ranked first).Actor.charge adapter behind AKATRA_CHARGING_MODE (default off, no price is active).Capability.WEBSITE_VALIDATION, Capability.CONTACT_EXTRACTION.Internal data collection block: SSRF-safe fetcher (h11), bounded company-site crawler (internal_web), email/phone/social extraction, JSON-LD parsing, run-level cache with
in-flight sharing, provider health telemetry, validator and merger, execution loop with re-planning, external Actor adapter (mocked only), pipeline and main.py wiring,
read-only source dataset. h11 added as a dependency. internal_web enabled in the default registry. Phase 2 YouTube normalizer now accepts legacy youtube.com/<name> URLs
(found on real sites). No prices, no publication.
Core engine block (planning mode): gap detector, provider registry, deterministic router, budget manager, billing abstraction, stop and decision
engines. Field-level capabilities added to Capability (legacy members kept); dataset schema attempts.capability enum updated to match.
ProviderDescriptor gained state, cost_known, metadata, Decimal cost, priority and pinned-build validation. No new dependencies.
Phase 3 contract engine (src/core/contract_engine.py): per-field satisfaction with stable reason codes, record-level contract result,
completeness over requested fields. Internal only; no provider routing, no schema change.
Phase 2 normalization: domain, URL, email, phone, social, company name and record normalizers, dedup keys; tldextract and
phonenumbers (plus idna, imported directly) added; defaultMemoryMbytes set to 256 in actor.json; dataset recordId
description now says row-N for records without an id.
Phase 1 foundation: Actor configuration and schemas (input, output, dataset), canonical model and provider-result types, status and verification enums, error hierarchy, provider contract, input validation, tests.
Memory: actor.json now sets the default to 256 MB (a new Actor otherwise defaults to 4096 MB and the start event is charged per GB).