Quotr.ai
Web-based AI takeoff, estimating, bid, and procurement platform for contractors and developers -- uploads PDF plan sets, extracts quantities, applies regional or custom pricing, and exports client-ready proposal PDFs.
Agent-hostile
3.0 /5 composite score
Transparent published pricing and a self-serve browser workflow make this unusually accessible for a new estimating startup, but no public API, CLI, webhook, or named integration partners are publicly documented -- the /integrations page claims compatibility with design software and PM tools in a single boilerplate sentence but names no specific tools.
Solid
Rubric Scorecard
| Criterion | Score | Evidence |
|---|---|---|
| Value for the price | 4/5 | tiered subscription + per-project service, from $299.9 Source → |
| Agent Friendliness | 2/5 | API: none publicly documented |
| Ease of adoption | 4/5 | web-saas, moderate learning curve Source → |
| Portability & lock-in | 3/5 | 2 file formats, export: manual Source → |
| Interoperability | 2/5 | -- |
How we verified this: we checked Quotr.ai against its live site and an independent source — linkedin.com. Nothing on this page is listed from memory. See how we grade. Verified 2026-07-19.
Evidence
File formats
| Format | Direction | Support |
|---|---|---|
| import | full -- Official software page says Quotr uploads PDF plan sets for AI takeoff. | |
| export | partial -- Official software page and proposal tutorial document marked-up plan and proposal PDF export. |
Adoption
Deploymentweb-saas
Self-serve signupyes
Implementation requirednone
Training requiredtutorials
Learning curvemoderate
Data export
Export mechanismmanual
Export scopepartial
Pricing detail
Billing unitflat
TiersSolo ($299.9), Team ($499.9), Enterprise
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