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Company data enrichment

Company enrichment API for the business records you already hold.

Start with an opaque company ID, website, LinkedIn page or legal identifier. TargetWise returns available company identity and firmographic context through REST API or MCP, one company at a time.

Technical evaluation on representative company records.

Company enrichment
Illustrative
Inputnorthstar.exampleCompany domain
Company matchedOne organization resolved
Matched
Canonical nameNorthstar Systems
Primary domainnorthstar.example
IndustryAvailable
Employee sizeAvailable
HeadquartersAvailable
ResponseNormalized
6 identifier typesopaque ID · website · LinkedIn · legal IDs
Legal + firmographicavailable company context
Provenancewhere the selected route supplies it
REST + MCPsoftware and agent delivery

Company enrichment, clearly explained

Add business context to the company records you already hold.

Company data enrichment adds available firmographic context to a company record you already hold.

TargetWise checks the identifier supplied by the caller, uses the matching company retrieval route and maps available business data into one stable company response.

Keep prospecting and enrichment separate.Use filtered search for candidates, then submit one selected company or opaque ID for a consistent record.

Inputs and outputs

Start with a business identifier. Receive a structured profile.

More context in the request helps distinguish organizations with similar names.

Send

A supported company identifier

Website or LinkedIn URLOne option
Registration or VAT numberWith country
TickerWith country

The operation returns the available company profile; your application chooses which returned fields to consume.

Receive

One normalized company record

Legal identity + statusWhere available
Location + firmographicsWhere available
Provenance stateIncluded · unavailable

Unavailable company fields remain explicit instead of being guessed.

Evidence-aware company data

Match the business before your workflow uses the fields.

A company record is only useful when the organization has been resolved correctly. TargetWise separates matched identity, returned fields, unresolved fields and available provenance so applications and agents can decide what to use and what to review.

  • Exact identifier-format checks
  • One known company per request
  • REST and MCP delivery
  • Unavailable fields remain unresolved
Company enrichment resultEvidence state stays visible by field group.
ResultNameIndustrySizeHQ
Returned
Unresolved
Provenance
TargetWise responseOne normalized company record

How company enrichment works

Resolve the business. Enrich the fields. Return the context.

01

Submit the company

Send an accepted identifier and the company context already available.

02

Retrieve the company

TargetWise selects the matching company route and requests available business context.

03

Receive the context

Use the returned company data and preserve unavailable fields for the next workflow branch.

Company grounding for AI agents

Give agents company context at the moment they need it.

Grounding means the agent requests company data for the current task instead of relying only on what the model may remember. Through MCP, the AI host controls tool permissions and the surrounding workflow controls downstream actions.

  • Host-owned tool permissions
  • Per-workspace request limits
  • Explicit unresolved branch
Agent taskUnderstand the company behind this domain
1
Agent requests contextDomain + company profile operation
2
TargetWise enrichesIdentifier format checked · one normalized response
3
Workflow uses the resultMatched company context is available to the task

Where it fits

Company enrichment for real product and revenue workflows.

TargetWise supplies structured business context; your system applies the routing, scoring or product logic.

Lead and account routing

Understand the company before assigning the record.

Add available company context before routing or prioritization.

CRM data quality

Complete partial company records.

Request the available firmographic context needed by the workflow.

Embedded company data

Add business context inside your product.

Enrich an individual company record when a user, customer or workflow needs it.

AI-agent grounding

Retrieve company context during an agent task.

Use MCP to expose controlled enrichment tools without giving the agent unrestricted data access.

Delivery

Use company enrichment in software or agent workflows.

REST API

Enrich inside your product.

POST one identifier to the TargetWise v1 company endpoint and handle the normalized response.

Read the company API docs
MCP

Ground AI agents with company data.

Use MCP with a supported host that enforces tool permissions, call limits and downstream approvals.

Build with TargetWise MCP

Technical evaluation

Validate company enrichment before you integrate.

Use the Free plan on representative companies from the markets and identifier types your workflow needs.

  • Verify supported identifier routes
  • Test REST or MCP response handling
  • Review fields and provenance state
Start nowFree plan

Company enrichment FAQ

Questions before you integrate.

Clear answers about identifiers, firmographic fields, provenance, freshness, product boundaries and delivery.

Ready to evaluate?

Test company enrichment on records you understand.

Try for free