Generate prospect research reports for warmer outreach

Researches a prospect's background and shared connections, then emails you a report with talking points.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(("you provide prospect profile links")):::human s0["research prospect background"]:::task s1["find shared connections"]:::task s2["write outreach report"]:::task trig --> s0 s0 --> s1 s1 --> s2 out[/"written prospect research report"/]:::out pay{{"warmer, personalized outreach"}}:::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
A stepA personResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Lead Generation & ProspectingSocial Media ManagementReporting & AnalyticsResearch & Market Intelligence
Connects
Claude

The problem it solves

Researching a prospect before reaching out means digging through profiles, social posts, and past interactions on your own. Without that context, outreach messages sound generic and are easy to ignore. You want real conversation starters, not a cold, forgettable opener.

Who it fits

Best for fundraisers, sales reps, or outreach specialists who want personalized talking points before contacting a prospect.

How it works

  1. You provide the prospect's name and social profile links
  2. AI researches their background, interests, and online presence
  3. It looks for shared connections or common ground with you
  4. A report is written with conversation starters and outreach tactics
What you get

Talking points ready before you call

You get a written report on your prospect's background and shared connections, complete with conversation starters before you reach out.

What you get

A written report with prospect background details and suggested talking points for outreach.

What you need

API access to an AI research and writing service.

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

Related automations

Get a daily AI-summarized tech news briefing on Telegram

Pulls tech headlines every morning, summarizes each in three lines with Claude, and delivers them in one Telegram message.

Advanced

Find and reach out to relevant TikTok influencers automatically

Finds TikTok creators by keyword, scores their fit with AI, and emails a personalized pitch to the best matches.

Advanced

Get a weekly competitor research report delivered to your inbox

Every Monday, the system searches the web for your keywords and emails you an AI-written summary of key trends.

Advanced

Turn daily news headlines into an audio newsletter automatically

Pulls daily headlines, rewrites them with AI, and emails you a two-minute audio news briefing.

Advanced
Back to the AI Playbook