Research and enrich company profiles automatically for GTM lists

Feed in a list of company names and get back enriched profiles with pricing, market, and integrations in a spreadsheet.

How the work actually flows

A straight line. Runs once per each company in the list.

Pattern: Sequence (1) ยท Multiple Instances with a priori Run-Time Knowledge (14)

flowchart TD trig[\"company list is provided"\]:::trigdata s0[["look up each company"]]:::mi s1["extract company details"]:::task s2[("write results to spreadsheet")]:::store trig --> s0 s0 --> s1 s1 --> s2 out[/"enriched company spreadsheet ready"/]:::out pay{{"research done without manual digging"}}:::pay s2 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepRuns once per itemA record or sheetResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsSpreadsheet & Database OpsWeb Scraping & Data Collection
Connects
ExploriumGoogle SheetsClaude

The problem it solves

You need up-to-date information on prospects or competitors, like pricing, market segment, and what tools they integrate with, but pulling that together by hand means visiting website after website. That research eats hours that could go toward outreach or strategy.

Who it fits

A go-to-market, product, or competitive research team.

How it works

  1. A list of company names or domains is provided
  2. An AI agent looks up each company using enrichment data and website content
  3. It extracts details like pricing, market type, free trial availability, and integrations
  4. The results are written back into a connected spreadsheet
What you get

Competitor pricing laid out side by side

You get a spreadsheet full of competitor pricing, market, and integration details ready to study.

What you get

An enriched spreadsheet of company profiles with pricing, market, and integration details filled in.

What you need

A company data enrichment subscription, a Google Sheets account, and an Anthropic Claude API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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