One-click enrichment | Well

	Company name	Registered name	Trade name	Domain	Country	Industry	Employees	VAT number	HQ city	Primary contact	Invoices
1	Stripe	Stripe, Inc.	Stripe	stripe.com				US 47-1693		P Patrick Collison
2	Qonto	Qonto SAS							Paris	A Alexandre Prot
3	Mercury		Mercury	mercury.com		Banking	700		San Francisco		+9
4	Slack	Slack Technologies, LLC				Communication			San Francisco
5	Xero		Xero	xero.com			4,500	NZ 102-481	Wellington	S Sukhinder Singh
6	Pennylane		Pennylane	pennylane.com		Accounting				A Arthur Waller	+12
7	HSBC				United Kingdom	Banking	220,000
8	Asana	Asana, Inc.			United States	Productivity	1,800	US 38-4729
9	Sage								Newcastle	S Steve Hare
10	Dropbox		Dropbox			Storage			San Francisco	D Drew Houston
11	N Notion	Notion Labs, Inc.	Notion	notion.so					San Francisco
12	L Linear		Linear		United States		60		San Francisco	K Karri Saarinen
13	F Figma	Figma, Inc.	Figma	figma.com	United States	Design		US 46-2817		D Dylan Field	+6
14	V Vercel	Vercel Inc.	Vercel	vercel.com	United States		550	US 82-4401

How enrichment works

Parallel data collection

Website, social profiles, and government registries queried simultaneously
No sequential tab-hopping. Well fans out to all sources at once
150+ data providers checked in a single request

AI extraction

Claude processes every source, extracts structured fields, normalizes formats
E.164 phones, ISO country codes, standardized tax IDs
Real comprehension, not keyword matching

Relationship building

Auto-links companies to people, emails, phone numbers, locations, and tax IDs
One enrichment builds the full entity graph, not just a flat record
Cross-referenced with your existing data automatically

150+ sources, one request

Well queries company websites, government registries, social networks, and business databases in parallel, not sequentially.

Company data, contacts, tax IDs, social profiles, locations. Pulled from 150+ sources and structured in seconds, not hours.

FAQs

What data sources does Well use for enrichment?
Well queries 150+ data providers simultaneously, including company websites, government registries, social networks (LinkedIn, Twitter), business databases, and business data sources. Each enrichment checks all relevant sources in parallel.

How accurate is the enriched data?
Well cross-references multiple sources for each field and uses AI to resolve conflicts. When sources disagree, Well flags the discrepancy and provides the most reliable value with source attribution so you can verify.

Can I enrich only specific fields instead of everything?
Yes. You can configure which fields to enrich per enrichment run. If you only need tax IDs and contact emails, Well will focus on those fields and skip the rest, saving time and API credits.

What does enrichment cost per company?
Enrichment is included in all paid plans with a monthly credit allowance. Each enrichment consumes one credit regardless of how many fields are filled. Additional credits are available as add-ons.

Is enrichment GDPR compliant?
Yes. Well only enriches from publicly available sources and business registries. No personal data is scraped without a legal basis. All enriched data is stored in your workspace with full audit trails.

How often is enriched data refreshed?
You can re-enrich any company at any time. Well also supports scheduled re-enrichment to keep your data fresh: daily, weekly, or monthly depending on your plan.

What happens if a source returns conflicting data?
Well uses AI to evaluate source reliability and recency. The most trustworthy value is set as the primary, and all alternatives are preserved with source attribution so you always have the full picture.