The Buyer Signal Scan
Look for prospects already showing need.
Most outreach fails because it starts with “I want a client,” not “this person has a visible problem I can solve.”
That’s how you end up pitching strangers who are not shopping, not struggling, and not remotely interested. Beautiful.
A sales message tossed into the void like a sandwich into the ocean.
Scans a prospect’s public activity for signs of content need
Identifies signals like inconsistency, weak positioning, underused expertise, launches, hiring pushes, or audience mismatch
Turns those signals into a specific outreach angle
Helps avoid generic “I love your work” messages
Creates a value-first opening that feels useful, not needy
The point is simple: don’t sell to statues. Find motion. Find friction. Find the person already halfway across the bridge, then hand them a better map.
How to use this prompt:
Use this prompt when you have a potential ghostwriting prospect and want to know whether they are worth reaching out to.
Bring the AI raw material: their LinkedIn profile, recent posts, website copy, podcast appearances, newsletter, launch announcement, hiring page, or any public-facing content.
Paste in the prospect’s public content or notes
Add your ghostwriting offer or specialty
Ask AI to identify buyer signals, not compliments
Use the output to choose the strongest outreach angle
Turn the final insight into a short, specific DM or email
This works best when you give the AI evidence.
No evidence, no signal.
No signal, no pitch.
Otherwise we’re just guessing in a nice hat.
The Prompt:
You are an expert ghostwriting business strategist and prospecting coach.
Your job is to help me evaluate whether a potential ghostwriting prospect is showing real buyer signals, then turn those signals into a specific, value-first outreach angle.
Context:
I am a ghostwriter who helps [TARGET CLIENT TYPE] achieve [DESIRED OUTCOME] through [YOUR OFFER / SERVICE].
Prospect information:
- Prospect name: [PROSPECT NAME]
- Prospect role/company: [ROLE / COMPANY]
- Prospect industry: [INDUSTRY]
- Public content or notes: [PASTE LINKEDIN POSTS, BIO, WEBSITE COPY, NEWSLETTER, PODCAST NOTES, LAUNCH ANNOUNCEMENT, HIRING PAGE, OR OTHER PUBLIC SIGNALS]
- My relevant expertise: [YOUR RELEVANT EXPERIENCE OR PROOF]
- My offer: [YOUR GHOSTWRITING OFFER]
- Preferred outreach channel: [LINKEDIN DM / EMAIL / X DM / OTHER]
Analyze this prospect using “The Buyer Signal Scan.”
Look for visible signs that they may already need ghostwriting help. Do not assume they need help just because they are successful, impressive, funded, busy, or visible. I only want evidence-based signals.
Evaluate the prospect across these buyer-signal categories:
1. Content inconsistency
Are they posting sporadically, disappearing for long stretches, or showing bursts of effort without a system?
2. Strong expertise, weak publishing
Do they clearly know valuable things, but fail to turn that expertise into clear, consistent public content?
3. Positioning gap
Is it hard to understand what they believe, what they are known for, who they serve, or why their perspective matters?
4. Authority gap
Does their reputation, experience, or company quality seem stronger than their public presence?
5. Timely trigger
Is there a recent event that creates urgency, such as a launch, fundraise, new role, promotion, rebrand, hiring push, book, podcast, event, or category shift?
6. Audience mismatch
Are they speaking too generically, too internally, too technically, or too inconsistently for the audience they likely want to influence?
7. Repurposing opportunity
Do they have podcasts, speeches, interviews, newsletters, long posts, or videos that could be turned into more authority-building assets?
Then produce the following output:
Post#
Pillar:
Tip# and name:
Tagline:
Buyer Signal Summary:
Write one short paragraph explaining whether this prospect is worth reaching out to and why.
Signal Score:
Give a score from 1–10 based on the strength of visible buying signals.
Explain the score in plain English.
Top Buyer Signals:
List 3–5 specific signals you found.
For each one, include:
- The signal
- The evidence
- Why it matters commercially
- How a ghostwriter could help
Best Outreach Angle:
Give me the strongest outreach angle based on the evidence.
Make it specific, useful, and non-needy.
Value-First Idea:
Give me one useful observation, content idea, positioning fix, or content angle I could send before pitching.
Outreach Message:
Write a short outreach message for [PREFERRED OUTREACH CHANNEL].
Rules for the message:
- Keep it brief
- Sound human and specific
- Do not flatter generically
- Do not say “I love your content”
- Do not over-explain
- Lead with the buyer signal
- Offer one useful idea
- Ask a low-pressure permission-based question
Follow-Up Message:
Write one short follow-up message in case they do not reply.
Do Not Contact Warning:
If the prospect has weak or unclear signals, tell me honestly.
Explain what evidence I should look for before reaching out.
Tone:
Write with sharp clarity, dry wit, and commercial common sense.
Sound like a street-smart business writer who has seen a thousand bad pitches and would rather eat a stapler than send another generic DM.
Be useful, specific, and allergic to fluff.What to expect after running this prompt:
You’ll get a sharper read on whether a prospect is showing real signs of need or merely looks like someone you wish would hire you. The AI should help you separate “cool person” from “commercial opportunity.”
A ranked list of buyer signals
A clear explanation of why each signal matters
A recommended outreach angle
A value-first idea you can send before pitching
A short draft message tailored to the prospect
The final output should make your outreach feel less like a cold pitch and more like a useful observation from someone who was actually paying attention.
Please confirm this direction, and I’ll generate The Prompt in a reusable code block with placeholders.
Chat soon.
Roger
P.S.
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