Automatically score LinkedIn leads against your ideal customer

Reads each LinkedIn profile, scores how well they match your ideal customer, and drafts outreach messages for you.

How the work actually flows

A straight line. Runs once per one per linkedin profile.

Pattern: Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(("you list profiles and start")):::human s0[["pull profile details"]]:::mi s1["score fit against ideal customer"]:::task s2["draft outreach messages"]:::task s3[("update sheet with results")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"scored leads with draft messages"/]:::out pay{{"prioritized leads ready to contact"}}:::pay s3 --> 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
A stepRuns once per itemA personA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsSpreadsheet & Database Ops
Connects
Google SheetsSourceGeekGoogle Gemini

The problem it solves

You have a list of LinkedIn profiles that might be good customers, but reading through each one and guessing whether they're worth pursuing eats up your day. Then you still have to write a personal message from scratch for anyone who looks promising.

Who it fits

A sales or business development person qualifying LinkedIn leads before reaching out.

How it works

  1. You list LinkedIn profile URLs in a Google Sheet and start the process
  2. The system pulls full profile details for each person
  3. An AI agent compares the profile against your ideal customer description
  4. It scores the fit, explains its reasoning, and drafts three outreach message options
  5. The Google Sheet is updated with the score, reasoning, and messages
What you get

Leads ranked before you spend time reaching out

Every LinkedIn lead you list gets scored against your ideal customer profile, with three outreach messages drafted and ready.

What you get

A scored, prioritized list of leads in Google Sheets with ready-to-send outreach messages.

What you need

A Google Sheets account, a SourceGeek account for LinkedIn data, and a Google Gemini 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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