Reviewer Guide
Five-minute review path
No login, backend, API key, Skool account, payment, or paid service is required for extension features.
Fixture text
Bought all the courses and still stuck. Learn what they do not teach you about AI business: real strategy, real timelines, weekly review, and public-safe proof examples.
Smoke test
- Open the extension popup.
- Paste the fixture text.
- Enter category hint
AI automation / Skool growth, visible members9000, and priceFree. - Click
Audit. - Confirm score, benchmark read, benchmark, benchmark signals, risk flags, missing factors, rewrite checklist, and next experiment are visible.
- If Chrome built-in AI is available in the review profile, click
Run AI teardownand confirm visitor read, strongest angle, main gap, rewrite, share moment, first experiment, and safety notes are visible. If it is unavailable, confirm the popup says the benchmark audit still works. - Click
Save, load the saved audit, then delete it. - Optional permission check: on a normal web page, select the fixture text, right-click, choose
Audit Skool Positioning, and confirm the selected text appears in the extension page. The temporary selected text is cleared after it loads.
Expected permissions
The manifest requests contextMenus and storage. The extension has no host permissions, no content scripts, no activeTab, no scripting permission, no remote code, and no passive page reading.
Chrome AI note
The optional AI critique uses Chrome built-in Prompt API on supported Chrome 138+ desktop profiles after the reviewer clicks the button. Availability can be blocked by device requirements, storage, model download state, language support, or policy conditions. The deterministic benchmark slice remains the complete fallback path.
Scope boundary
The benchmark uses a bundled May 8, 2026 public Discovery/About card snapshot with 2,700 deduped public rows. The extension is not affiliated with Skool and does not promise higher rank, traffic, revenue, conversion, or growth.