What a $1,000/hr AI assessment playbook actually delivers
Opinion · SURFACE editorial · Sources cited below · Not an endorsement of any third-party offer
Greg Isenberg hosted Corey Gannon on a long-form breakdown of a productized AI assessment — a $999 entry offer aimed at small business owners who feel behind on AI but lack time to research tools themselves. We watched the full session and pulled out what is genuinely useful for builders, then mapped where Gate · Settle · Prove (GSP) closes the same buyer outcome with portable proof instead of a static report.
Sources
| Episode | The $1,000/hour Solo AI Business (Full Course) |
| Host | Greg Isenberg · gregisenberg.com |
| Guest framework | Corey Gannon — AI tools assessment + implementation upsells |
| Open template (guest) | audittemplate.ai |
What the playbook teaches (worth stealing)
Gannon’s model is deliberately simple — and that is the point:
- Discovery (45 min) — structured interview: daily workflow, dread tasks, failed automations, “magic wand” process to delete. Recorded; no pitching on call one.
- Analysis — transcript → research pass to match pain points with off-the-shelf SaaS / AI tools (with human QA so a four-person shop does not get Salesforce).
- Deliverable — short report: executive summary, effort/impact matrix, 3–7 tool recommendations, 4-day quick-start plan, ROI slide. Guest open-sourced a Claude Design template.
- Review call — walk recommendations; three closes: most urgent?, DIY or help?, timeline?
- Expansion — process redesign, Zapier/Make flows, knowledge bases, Claude skills, concierge retainer (~$1k/hr effective on 2×45min/mo).
Distribution ideas in the episode: local AI meetups, door knocking, LinkedIn voice notes, free mini-audits in your network, referral partners (accountants, agencies), co-working office hours, build-in-public wins.
Why it works: the buyer pays you to discover upsell opportunities. The deliverable is stupid-simple on purpose — confused minds do not implement.
Consultant PDF vs verified passport
| Assessment agency (episode model) | GSP on SKENAI | |
|---|---|---|
| Entry offer | Fixed-fee audit ($999 in the episode) | Qualify on GSP → scoped outcome |
| Deliverable | PDF / slide deck + email | Job Passport — linkable proof of what closed |
| Implementation | Hourly retainer or project SOW | Parameterized marketplace job with terminal settlement |
| Proof | Trust the consultant’s Notion hub | Independent receipt the buyer can verify |
| Upsell | Menu of services | Next job spec — same loop, composable evidence |
The episode’s tripwire audit is smart product design. The gap for governance-minded buyers is what happens after the PDF: no portable proof, no shared settlement layer, no composable record if the vendor disappears.
GSP does not replace the idea of an assessment — it replaces unverified deliverables with receipts that survive outside one consultant’s folder.
Who this is for
- Operators evaluating productized AI services — steal the interview + matrix + quick-start structure.
- Builders selling assessments — compare your deliverable to a Passport-linked outcome.
- Buyers who need more than slides — Passport dossier explains the verify layer.
Explore
SURFACE by SKENAI · Public intelligence · Measured outcomes, not factory floor