Reverse-Prompting Offer Interview
The AI interviews you one question at a time, pulls out what makes you different, and turns it into a sellable offer and pod skills.
Before & after
Same prompt, same agent — the only difference is the skill.
That's a great idea to systematize your sales process. You could start by defining your service offerings, thinking about different price tiers, and writing descriptions of what each package includes. It helps to understand your customer segments and their needs. You might create a spreadsheet or document outlining features, benefits, and pricing. Consider adding case studies or testimonials to strengthen your offers. You could also think about different ways to package your services to appeal to different customer types. Would you like some guidance on any specific part of this process?
REVERSE-PROMPTING INTERVIEW RUNNING
STAGE 1: EXTRACT POD KNOWLEDGE
Pod: Strategy Consulting
Q: What do clients most often ask you to help with?
Q: What's the most common wrong assumption clients walk in with?
Q: What happens in a successful engagement that clients notice immediately?
Pod: Implementation
Q: What blocks most teams from shipping?
Q: How do you know a client is ready to move forward?
STAGE 2: KNOWLEDGE SYNTHESIS
Interview reveals three core service pods mapping to distinct problems
Pod 1: Strategy (diagnoses misalignment, outputs 90-day roadmap)
Pod 2: Execution (removes shipping blocks, outputs working software)
Pod 3: Growth (scales tested channels, outputs replicable playbook)
STAGE 3: OFFER ENGINE OUTPUT
PACKAGE A: Strategy Sprint (2 weeks, 90-day roadmap) → 9,999
PACKAGE B: Execution Cycle (8 weeks, shippable code plus runbooks) → 34,999
PACKAGE C: Growth Program (12 weeks, playbook plus team training) → 49,999
BUNDLED: All Three (26 weeks total) → 99,000 (27% savings)
Each package includes: scope, deliverables, timeline, success criteria, not-included listAbout this skill
Stop getting generic AI answers about your business. This skill interviews you like a skilled researcher, refuses vague answers, and builds offers only from what you actually said.
What it does
- Runs a one-question-at-a-time interview that probes generic answers until they become specific facts and numbers
- Covers differentiator, who you turn away, real client results, client language, delivery reality, and objections
- Builds an offer where every element traces to an interview answer, with no invented guarantees or results
- Writes a reusable offer engine prompt that creates offer variants per prospect segment from your knowledge file
- Drafts starter skills for your sales, delivery, and marketing pods, all reading one shared knowledge file
What you get
A knowledge file with sourced answers and open gaps, an offer with 2 to 3 entry-point variants, an offer engine prompt, and pod skill drafts.
Best for
Consultants, agencies, and service businesses setting up AI workflows whose outputs sound like every competitor.
SKILL.md preview
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name: reverse-prompting-offer-engine
description: Interview a business owner one question at a time to pull out the know-how that lives only in their head - what they do differently, who they turn away, the results clients actually got, the language clients use - then turn it into a sellable offer, a reusable offer engine prompt that generates offers per segment, and starter skills for sales, delivery, and marketing pods. Use when the user says "interview me", "reverse prompt me", "AI keeps giving me generic answers about my business", "help me build my offer", "extract what's in my head", "set up my AI operating system", or "turn my expertise into an offer".
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