Auto Estimate Line Explainer
Explaining an estimate is where scope creep starts: one helpful sentence can add a diagnosis, a safety warning, or a total the written estimate never stated.
$5.99 Buy on Payhip
Instant download after checkout. Sold and delivered by Payhip.
Who this is for
- Independent auto repair service advisors explaining written estimates to customers
- Already have the underlying facts and want an auditable first draft
- Designed to be usable from copied inputs, without specialist prompt-writing knowledge
Who this is not for
- Anyone who wants research or automated sending — it produces drafts for human review only
- Anyone expecting professional, legal, medical, or tax advice, external research, or independent fact verification — none of that is included
What's inside
- Plain-language explanation of the estimate lines when the text supports one
- Internal source check
- HOLD questions when figures conflict or essential text is missing
See it work (sample output)
STATUS: READY MESSAGE: Your written estimate lists replacement of the cabin air filter. It shows a $24 part charge and $18 labor charge, with a $42 total. This is an estimate; the text says the work is not yet authorized. SOURCE CHECK: - Work and prices: ESTIMATE_TEXT. - Authorization status: ESTIMATE_TEXT.
Sample data above is fictional, shown so you can judge the output before buying.
How it works
- Buy and download the file from Payhip.
- Open it and copy the prompt into your AI tool (ChatGPT, Claude or similar).
- Give it your facts — it asks for anything missing instead of inventing it.
Questions
Does it fill in missing details?
No — its instructions prohibit inventing details and require flags for uncertainty; AI output can still be wrong, so you must review it.
Do I need a paid add-on, API, or connected account?
No — you need access to a compatible AI chat; access limits and any chat-service charges depend on that provider.
Is the draft ready to send or publish without review?
No — the status and source checks are intended to support human verification first.
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