Cognism is a sales intelligence platform known for phone-verified mobile numbers and strong European B2B contact coverage. It answers one question very well: how do I reach this buyer? Entity Enricher answers a different one: how do I turn any entity -- company, product, drug, property -- into a complete, validated record in my own schema. Many teams need both; they rarely substitute for each other.
Schema-driven enrichment for whatever your pipeline handles: companies, products, compounds, properties, papers -- with fields you define, validated on every response.
A curated database of B2B contacts and companies built for prospecting. Entities outside sales outreach are not the product.
Accuracy comes from redundancy: several LLMs answer the same schema, conflicts surface per field, and an arbiter resolves them with recorded reasoning.
Accuracy comes from dataset curation, including human phone verification for its Diamond Data tier -- excellent for dials, not applicable beyond contact data.
Enrich from LLM knowledge plus attached PDFs, images, and audio -- private archives become structured, multilingual records with stable semantic IDs.
Enrichment fills the fields its dataset tracks for matched companies and contacts. Your own documents are out of scope.
Sign up free, bring your own API keys, and pay per token used. Costs are visible per enrichment in the dashboard.
Pricing is quote-based with per-seat licenses on annual contracts, sized to your team and data package in a sales process.
| Feature | Entity Enricher | Cognism |
|---|---|---|
| Custom Output Schema | ||
| Any Entity Type | ||
| Multi-Model Enrichment | ||
| Fusion & Conflict Resolution | ||
| Multilingual Enrichment (40 languages) | ||
| Enrich from Your Documents (PDF, image, audio) | ||
| Semantic IDs & Deduplication | ||
| MCP Server for AI Agents | ||
| Self-Serve Signup | Sales-led, annual contracts | |
| B2B Contact Database | ||
| Phone-Verified Mobile Numbers | ||
| Do-Not-Call List Screening | ||
| Pricing Model | Pay-per-token (BYOK) | Per-seat licenses, custom quotes |
Pay-per-token
Free tier, usage-based credits, and no markup with your own LLM API keys. No seats, no annual commitment.
Custom quotes
No public pricing. Packages are per-seat on annual contracts, sized by team, geography, and data tier (including the phone-verified Diamond Data add-on).
Define your own schema, run multiple models, and enrich any entity type -- self-serve, with pay-per-token pricing and no annual contract.
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