Creator-side lesson diagnostics

Stop guessing why students are confused.

LessonGap reads the student language you already collect, clusters the real confusion themes, and points to the lesson or onboarding fixes that matter first.

Input

Paste chat exports, onboarding notes, support threads, or open-ended survey answers.

Output

Get ranked confusion themes, root causes, lesson fixes, and exact evidence quotes.

Outcome

Prioritize the lesson change that cuts repeated questions instead of rewriting another reply.

LessonGap audit preview showing confusion themes and lesson fixes.

Where creators use it

Built for the confusion buried across normal creator ops.

Cohort programs

Spot which lessons trigger the same “I’m stuck” questions before the next live session.

Paid communities

See where onboarding or challenge prompts create friction instead of momentum.

Async courses

Turn support inbox clutter into a ranked improvement list for the course itself.

How one audit works

  1. 1. Paste the messy source material

    Drop in student questions, comments, or onboarding notes exactly as they were written.

  2. 2. Run the audit

    LessonGap analyzes recurring themes and ties them back to the language students actually used.

  3. 3. Fix the lesson, not just the reply

    You get concrete lesson changes, onboarding rewrites, and evidence to justify the next edit.

Audit output

Ranked confusion themes, not vanity engagement.

Every audit returns a headline, summary, root causes, evidence quotes, and a prioritized list of lesson fixes. Audit history stays attached to your workspace so you can compare recurring gaps over time.

Runtime AI

The analysis is generated at runtime from your submitted material. No canned themes, no fake demo output.

Audit history

Repeat an audit whenever a new cohort or launch generates a fresh wave of questions.

Pricing

Start with one free audit, then keep the workflow when it proves useful.

Free

$0

for one audit

Run a single audit before committing to a workflow change.

Starter

$19

per month

Ten audits for one active course or one paid community.

View checkout

Pro

$49

per month

Unlimited monthly audits for operators managing multiple programs.

Request setup help

FAQ

What LessonGap does today

What can I paste into an audit?

Chat transcripts, support threads, onboarding answers, email replies, and open-ended survey responses work well in the current version.

Does it store my past audits?

Yes. Every completed audit stays in your workspace history so you can revisit the analysis and compare future launches.

Is this replacing my course platform?

No. LessonGap sits beside your existing platform and focuses on one job: identifying what content or onboarding needs to change next.