ScopeToQuote

ScopeToQuote

Turn a scope into a ready-to-send estimate in 2 minutes

P
@prabhu
Published on May 7, 2026
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About ScopeToQuote

Drop in a client scope. AI matches it against your past quotes or estimates, pulls the closest line items with a % match score, and builds a branded PDF estimate using your prices, not a generic template. I built this after watching agencies I worked with lose deals - not because their prices were wrong, but because they were slow. A competitor got the quote in before them. The actual problem is structural: every estimate starts from scratch even when you've quoted the same scope three times before. There's no system that learns from your work. What makes ScopeToQuote different from a template tool: It's not a template. It's a matching engine built from your history. When a new scope comes in, it finds your closest past estimates by deliverable components (not just keywords), scores them with a % match, and lets you import the line items with one click. Strict threshold for exact repeatable scopes; flexible when you want more options. Here is why you need ScopeToQuote: - The feedback loop - every estimate you save sharpens the next match. Day 30 is meaningfully better than Day 1. - Bring your history - during onboarding you can import 2-3 past estimates so you're not starting cold. Starter libraries by industry are also available if you're starting fresh. - PDF-ready out of the box - your logo, tax codes, payment terms, line items, and numbering system. Clients can't tell you spent 3 minutes. - Your data is yours - row-level security, encrypted at rest and in transit. Your estimates never train anyone else's model. We're at founding member pricing: $29/mo locked forever for the first 50 customers. Free tier available permanently with 10 estimates/month. Would love feedback from anyone in the comments, especially agencies that have tried to solve this with spreadsheets or proposal tools and hit walls. Happy to dig into your specific workflow. Try it free: scopetoquote.com?utm_source=producthunt&utm_medium=referral&utm_campaign=launch

Product Insights

ScopeToQuote is a web-based AI matching engine that transforms client scopes into branded PDF estimates by analyzing a user's historical quote data. It automates technical estimation for professional services by surfacing previous line items based on deliverable components rather than simple keywords.

  • Uses a matching engine to find historical line items with percentage-based match scores.
  • Provides a free tier for up to 10 estimates per month and locked founding member pricing.
  • Ensures data privacy with row-level security and encryption without training models on user data.
  • Generates branded, PDF-ready estimates including logos, tax codes, and custom payment terms.

Ideal for: Small businesses, freelancers, and agencies that need to accelerate their sales process by reusing historical pricing data for new client scopes.

Screenshots

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Product Updates (0)

No updates yet. Check back later for updates from the team.

Reviews (1)

Average 3.0 out of 5

3.0

Based on 1 review

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G
May 7, 2026

Interesting concept with a clean execution. Looking forward to seeing how it grows over time.

Comments (2)

5
@58259philMay 7, 2026

Turning a client scope into a branded PDF estimate using your own historical data is smart — every agency reinvents this wheel. Improves accuracy over time? launched this week: AI Stack Builder for YouTubers — check it out!

G
@gopalMay 7, 2026

Solid work here! For anyone on this thread managing a team — check out Lodgestory for communication: https://peerpush.net/p/lodgestory

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