Research LinkedIn leads and draft personalized outreach emails with AI

AI researches each lead's LinkedIn background and writes a personalized outreach email ready to send.

How the work actually flows

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

Pattern: Sequence (1) ยท Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(["schedule pulls unprocessed leads"]):::trigtime s0[["scrape linkedin profile"]]:::mi s1["write personalized email draft"]:::task s2[("save draft to spreadsheet")]:::store trig --> s0 s0 --> s1 s1 --> s2 out[/"personalized outreach drafts ready"/]:::out pay{{"scaled personalization without manual research"}}:::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
Lead Generation & ProspectingEmail AutomationSpreadsheet & Database Ops
Connects
Google SheetsApifyGoogle Gemini

The problem it solves

Personalizing outreach at scale is exhausting. You either send generic emails that get ignored, or you spend hours reading through each prospect's LinkedIn profile to find something worth mentioning. Most reps don't have that kind of time.

Who it fits

A sales development rep, account executive, or recruiter running outbound outreach at volume.

How it works

  1. A schedule pulls a list of unprocessed leads from your spreadsheet
  2. Each LinkedIn profile is scraped for career history and background details
  3. The enriched profile data is saved back into the spreadsheet
  4. AI reads the full profile and writes a personalized email opener and subject line
  5. The finished email draft is saved into the spreadsheet, ready to send
What you get

Outreach drafts ready for review

You get each LinkedIn lead researched and a personalized outreach email drafted, ready for your team to review and send.

What you get

A spreadsheet of enriched lead profiles with a personalized subject line and email draft for each one.

What you need

A Google account, an Apify account, 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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