Online school audit
AI-agent skills for marketers, growth & business analysts — competitor teardowns, funnel audits, pricing analysis & more. 12 ready-to-use Agent Skills.
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End-to-end teardown of an online school, course, or coaching business from its public site and funnels — niche & positioning, offer/value ladder, the launch or webinar funnel, pricing & payment plans, proof & guarantees, content/SEO and ad presence, and community/retention — ending with their growth model and where they're exposed. Use when the user shares an online school, course, info-product, or coaching/EdTech site and asks to "audit", "break down", "analyze", or "reverse-engineer the funnel of" that education business.
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SKILL.md
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Online School Audit (flagship)
The full teardown of a course / coaching / online-school business: niche, offer, funnel, pricing, proof, traffic, and retention — and how they actually grow.
What it does
Runs a complete, structured audit of an education business (online school, course, cohort program, membership, or coaching) from public pages and funnels. It connects the marketing front end to the offer and the back-end economics, and ends with a read on their growth model and vulnerabilities. This is the flagship skill — it composes the lenses of several GrowthLens skills into one domain-specific playbook. See the playbook for funnel patterns and benchmarks to look for.
When to use this skill
- "Audit this online school / course / coaching business: <url>."
- "Reverse-engineer <creator>'s funnel."
- "Break down how this EdTech / info-product business works."
- Competitive research in the online-education / creator-education space.
Inputs needed
- Required: the school's main site or sales-page URL.
- Helpful: the niche, the creator/brand, whether it's evergreen or launch- based, the user's goal (compete, model their funnel, find weaknesses), and any enrollment/price info the user has.
- Trace the visible funnel by following the primary CTA (opt-in → webinar/VSL → sales page → checkout). If a step is gated (e.g. paid webinar), note it.
Method
Work the eight blocks. For each, separate observed from inferred.
- Niche & positioning — the transformation promised, the audience, and the
differentiator vs other programs. (Lens of
positioning-messaging-audit.) - Offer & value ladder — lead magnet → low-ticket → core program → high-ticket
/ mastermind / continuity. Map rungs and price jumps. (Lens of
offer-teardown.) - Acquisition funnel — identify the funnel type: lead-magnet→email, webinar/masterclass (live or evergreen), VSL, challenge, application/booking, or organic→DM. Map the steps and the conversion event.
- Pricing & payment — price points, payment plans/installments, pay-in-full
bonus, anchoring, scholarships, urgency (cart close, cohort start). (Lens of
pricing-analysis.) - Proof & guarantees — student results, testimonials (named, with numbers),
case studies, before/after, the guarantee, and authority signals. (Lens of
social-proof-audit.) Flag unverifiable income/results claims. - Traffic & content — SEO/blog/YouTube, lead magnets, paid ads (check ad libraries if available), partnerships/affiliates, and the main traffic engine.
- Community & retention — community platform, cohort vs self-paced, coaching/support, continuity/membership, and what drives completion & renewals.
- Growth model & vulnerabilities — synthesize: launch vs evergreen, the primary growth lever, what depends on the founder's personal brand, and where a competitor could attack (thin proof, single channel, weak retention).
Output format
# Online School Audit — <Brand / creator>
## TL;DR
- The transformation sold, the funnel type, how they monetize, and the #1 weakness.
## 1. Niche & positioning
## 2. Offer & value ladder
| Rung | Offer | Price | Role |
|------|-------|-------|------|
## 3. Acquisition funnel
- Funnel type:
- Steps: opt-in → ... → conversion event →
- Message-match along the path:
## 4. Pricing & payment
| Plan | Price | Payment options | Anchors / urgency |
|------|-------|-----------------|-------------------|
## 5. Proof & guarantees
- Strength of proof / any unverifiable claims:
- Guarantee:
## 6. Traffic & content
- Primary engine: · Secondary:
## 7. Community & retention
- Format (cohort/self-paced), support, continuity:
## 8. Growth model & vulnerabilities
| Growth levers | Vulnerabilities (where to attack) |
|---------------|-----------------------------------|
## Strategic read
2–3 sentences: how they grow, and the single best opening against them.
Quality bar
- Mark each finding observed vs inferred; trace the funnel by actually following CTAs.
- Do not repeat or validate income/earnings claims as fact — note them and flag them as marketing claims (these are common and often non-compliant).
- No invented enrollment, revenue, or student numbers.
- Analyze the business, not the creator as a private individual.
Common mistakes to avoid
- Reviewing only the sales page and missing the funnel that feeds it.
- Treating testimonials and income screenshots as evidence of efficacy.
- Stopping at "it's a course" without the funnel type and growth model.