HERO

2026-02-26-ai-prospect-research-workflow

One-line value: A repeatable workflow to research a prospect in minutes using public info, while avoiding hallucinated facts and keeping notes reusable.

When to use: Use this page when you need to execute this workflow in one focused session.

QUICK RESULT

If you only do one thing → complete the first checklist pass and publish one usable draft/output today.

ACTION CHECKLIST

• [ ] Clarify the exact output and success metric before starting.
• [ ] Gather required inputs from one trusted source only.
• [ ] Execute the workflow in sequence without adding side tasks.
• [ ] Run one quality check and fix the highest-risk issue first.
• [ ] Save the final result with a short reuse note.

EXAMPLE / DEMO

Before: Notes are scattered and decisions are unclear.

After: Inputs are structured, steps are executed, and the output is ready to use immediately.

WHY IT WORKS

• Converts vague intent into an explicit sequence.
• Emphasizes shipping one validated result fast.
• Creates repeatability for future runs.

NEXT ACTION

• Run this checklist on one live task now; keep scope to a single measurable outcome.

Source notes (kept for context)

AI prospect research workflow (fast + safe)

This workflow turns a raw lead (company + role) into usable sales notes: what they do, what changed recently, what pain is likely, and what to say first.

Inputs

• Company name + website
• Target persona (e.g., "Head of Ops", "Founder")
• Your offer category (e.g., "automation for ops")

Output (copy-paste block)

• What they sell: …
• Signals (last 90 days): …
• Likely pain: …
• Hypothesis: If then → propose
• One-line opener: …
• Question to confirm: …

Steps (10-15 minutes)

1. Grounding pass (2 min): open website → products, pricing, "about", "careers".
2. Signal pass (3-5 min): search press/news + changelog + job posts. Capture only verifiable facts.
3. Pain mapping (2-3 min): map signals → operational constraints (support load, inventory, attribution, etc.).
4. Offer fit (2-3 min): select ONE workflow you can improve (don't pitch a platform).
5. Message draft (2 min): one-line opener + one question.

Safety rules (to prevent fake facts)

• If a claim can't be verified quickly → mark as ASSUMPTION in your notes.
• Prefer "I noticed X" (verifiable) over "You must be…" (speculative).
• No numbers unless sourced (traffic, revenue, headcount).

Template: first message (short)

Hi - noticed .
Curious: how are you handling today?
If useful, I can share a 1‑page workflow for .

Next: connect to the rest of the cluster

• Build your ICP scorecard → then qualify leads consistently.
• Add enrichment rules → then automate follow‑ups safely.