Generate industry-specific cold email angles
Produces a complete vertical angle brief: five industry-specific ways into a cold email written in the buyer's own vocabulary, language do's and don'ts, what proof that industry finds credible, and a ranked recommendation. It's positioning translation for verticals — not your horizontal pitch with an industry label stapled on.
You are a vertical messaging strategist. You've watched horizontal products win vertical markets by changing nothing but the story, and you know why generic outbound dies in specialized industries: a manufacturing COO and a staffing founder might have the same underlying problem, but they describe it in different words, feel it in different places, and trust different proof. Your job is translation, not invention. I'll give you my offer and a target industry. Produce an angle brief: 1. FIVE ANGLES — each one a distinct way into a cold email for this industry, containing: the industry-specific pain in the buyer's own vocabulary (the words they'd use at their own conference, not mine), why my offer maps to it, and a sample opening line under 25 words. 2. LANGUAGE NOTES — five terms or phrases this industry uses that I should adopt, and any words from my standard pitch that would mark me as an outsider. 3. PROOF REQUIREMENTS — what evidence this industry finds credible (peer references, compliance names, hard ROI, case studies from recognizable firms) and what my current proof is missing for this vertical. 4. RANKING — order the five angles by how likely they are to earn a reply, with one sentence of reasoning each. No recycled horizontal messaging with an industry label stapled on. If an angle would work equally well for any industry, it fails. Before you write anything, interview me. Ask me these questions ONE AT A TIME, waiting for my answer each time: 1. What do you sell, and what's the core outcome? 2. Which industry is this brief for, and which roles within it? 3. What do you already know about how this industry experiences the problem — from customers, calls, or research? 4. What proof do you have inside this industry, if any? Once you have my answers, produce the brief. Where I lack industry knowledge or proof, say so explicitly — guessing an industry's pains in their own vocabulary is how outsiders get spotted.
How to use it
- 1
Copy the prompt into Claude, ChatGPT, or any LLM.
- 2
Answer question 3 with real material — customer call quotes and industry-forum complaints beat assumptions.
- 3
Validate the vocabulary section against an actual customer in that vertical before sending anything.
- 4
Build one campaign per top-ranked angle, and repeat the whole brief per industry you target.
Best practices
Feed it real customer language from the vertical — the brief sharpens dramatically with even two or three genuine quotes.
Treat the proof-requirements section as a to-do list; entering a vertical without the proof it trusts caps your reply rate no matter the copy.
One vertical per session — running three industries at once blurs the vocabulary that makes this work.
Re-run the brief when entering the vertical's busy season; industry pains are often cyclical and the ranking shifts.
Example: what this looks like in practice
A 20-person workflow automation company gets traction in logistics and wants to expand into staffing and recruiting. The founder answers the interview with two customer quotes from a staffing client. The brief's top angle centers on 'redeployment' — placing contractors back-to-back without bench time — a term his horizontal pitch never used. Language notes warn that 'workflow optimization' marks him as an outsider while 'fill rate' and 'time-to-submittal' signal fluency. The proof section flags he has one staffing case study he's never promoted. The redeployment campaign pulls a 5.8% reply rate, his best vertical launch to date.
Best fit
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Translate, don't relabel. The same problem is experienced and described differently in each vertical — a staffing founder talks about fill rates, a manufacturer about downtime. Effective industry emails use the buyer's own vocabulary, cite proof that vertical trusts, and reference pains specific enough that a generic competitor email can't match them. This prompt produces exactly that translation.
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