Library/Account Research & Buyer Intelligence/Financial & SEC Filing Research/Extract Sales Intelligence from a 10-K Filing
TestedAccount Research & Buyer IntelligenceQuick Win (under 10 min)

Extract Sales Intelligence from a 10-K Filing

Turn a public annual report into a 1-page brief with 3-5 outreach angles tied to disclosed risks and priorities.

About this prompt

This prompt analyzes a company's most recent 10-K to surface strategic priorities, risk factors, and capital allocation signals that a rep can reference in outreach. It's built for AEs, SDRs, and BDRs doing pre-prospecting research on public companies. Use it before first outreach when you want to lead with the prospect's own public commitments rather than a generic pitch.When a target account is a public company, the 10-K contains more usable sales intelligence than most reps ever read — disclosed risks, technology investment language, revenue mix shifts, and competitive threats all appear in the MD&A and Business Overview sections. This prompt structures that raw filing into a 1-page brief with five categories of insight: mitigatable risks, strategic priorities, budget signals from revenue mix, technology initiative mentions, and competitive pressures that create category urgency. To get the sharpest output, fill in [COMPANY NAME] with the exact entity name as it appears in SEC filings and specify [YOUR SOLUTION] clearly enough that the AI can match your value prop to the disclosed priorities. Include the [FISCAL YEAR] reference so the output stays anchored to the most recent filing rather than pulling from older data. Use this prompt for named accounts in your territory before first outreach — it's less useful mid-cycle when you already have direct access to the buyer. For best results, paste the MD&A section text directly rather than relying on the AI's training data, which may not include the most recent filing.

The prompt

Analyze the most recent 10-K annual report for [COMPANY NAME] and extract intelligence useful for a B2B sales conversation. Provide: 1. Key risks disclosed that [YOUR SOLUTION] helps mitigate 2. Strat
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Variables to replace

COMPANY NAME|YOUR SOLUTION|COMPANY NAME + FISCAL YEAR

How to run it

  1. Copy the prompt and paste it into Claude, ChatGPT, Gemini, or Copilot — it's tuned to run in any of them.
  2. Replace the variables — swap each bracketed token for your deal's specifics. The variables list above explains every field.
  3. Make it yours — run it, keep what's strong, and tighten your inputs on the next pass. The prompt improves with your context.

What good output looks like

Make it yours

StagePre-Prospecting
SeatAE, SDR, BDR
DifficultyIntermediate
Time to valueQuick Win (under 10 min)
Works withAI-Agnostic
CategoryAccount Research & Buyer Intelligence
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