Proposal generation from carrier quotes
Turns carrier quote documents into a branded client proposal using the policy as the source. The site says the output is assembled in the agency’s exact format rather than rebuilt manually.
CopyCat AI
ClaimCopyCat AI is an AI workspace for commercial insurance brokers that turns carrier quotes and policy documents into branded proposals, quote comparisons, and renewal risk reports.
Overview
CopyCat AI is a proposal-generation and analysis workspace for commercial insurance brokers. It turns carrier quotes and policy documents into branded proposals, quote comparisons, and renewal risk reports.
The site positions the product around document-heavy brokerage workflows: upload carrier PDFs, extract the relevant coverage data, and generate client-facing output in the agency’s own format. It also emphasizes broad coverage-line support, template rebuilding, and page-level traceability back to the source policy.
CopyCat AI says it works across 1000+ carrier formats and supports multiple commercial lines, including property, general liability, workers’ compensation, cyber, umbrella, management liability, professional liability, crime, inland marine, and flood. The product is presented as a fit for brokerages that want to reduce manual proposal assembly while keeping branded output.
The pricing page and homepage both present the product as a broker-focused workspace rather than a generic AI tool. The available content suggests a workflow built around carrier PDFs, comparison reports, and templates rather than standalone chat or freeform drafting.
Core features
Quote comparison
Compares carrier quotes side by side and highlights the best fit. The pricing page positions this as a separate workflow alongside proposal generation and risk analysis.
Risk analysis reports
Produces a branded renewal risk report that summarizes coverage changes and key findings. The site describes this as a way to close renewals without relying on a phone call.
Custom proposal templates
Rebuilds an agency’s existing Word template pixel-perfect during onboarding. The site says agencies can send their current .docx, .pdf, or InDesign export and keep unlimited templates.
Coverage-line support
Uses coverage-specific extraction for many commercial lines, including Property, GL, WC, Cyber, BOP, Umbrella, Management Liability, E&O, Crime, Inland Marine, and Flood.
Source-linked extraction
Shows citations and page-level traceability back to the source PDF. The site repeatedly says every number should trace back to the policy and nothing should be invented.
Practical use cases
Proposal assembly for renewals
Use CopyCat AI to convert carrier PDFs into a client-ready proposal when a broker needs a branded document quickly and wants to avoid rebuilding the same Word file by hand.
Carrier quote comparison
Use the side-by-side quote workflow when comparing multiple carriers on a submission and identifying the most suitable option before sending the recommendation to the client.
Renewal review and client communication
Use the renewal risk-analysis report to summarize changes, sublimits, endorsements, and premium movement in a format that can be shared with the insured.
Agency-branded document automation
Use the template workflow when an agency already has a proposal format and wants CopyCat to reproduce that format with its own logo, colors, sections, and cover page.
Multi-line commercial brokerage workflows
Use the coverage-line support when working across multiple commercial lines rather than a single niche product, especially when policy structures and table layouts differ by line.
Pros and Cons
Pros
- Covers multiple commercial lines with no per-line setup shown on the site.
- Uses the source policy as the basis for outputs and includes citation-style traceability.
- Supports branded templates and preserves an agency’s existing proposal format.
- Works across many carrier formats, with the site claiming support for 1000+ formats.
- Positions setup as quick, with the site saying it can be live in days and templates handled during onboarding.
Cons
- Pricing details are not published in the collected content, so buyers will need to contact the company or book a demo to learn commercial terms.
- The public pages emphasize proposal, comparison, and risk-analysis workflows, but they do not provide deep technical documentation for integrations or API usage.
FAQ
Who is CopyCat AI for?
CopyCat AI is built for commercial insurance brokers who need to turn carrier quotes and policy documents into client-ready proposals, comparisons, and risk summaries.
What does the product do?
The site shows proposal generation, quote comparison, and risk analysis as the core workflows. It also supports branded templates for agencies that want to keep their existing format.
How does the workflow start?
The website says teams can upload carrier PDFs and generate a proposal in under two minutes. It also says template onboarding is handled by CopyCat and that agencies do not need per-carrier setup.
What kind of output does it create?
The product site shows output as a branded proposal or report, with editable .docx and branded .pdf mentioned for templates. It also shows comparison-style and risk-analysis style reports.
Which commercial lines are covered?
Supported coverage lines shown on the site include Property, General Liability, Workers' Compensation, Business Auto, Cyber, BOP/Commercial Package, Umbrella, Management Liability, Professional Liability (E&O), Crime/Fidelity, Inland Marine, and Flood, plus E&S and Lloyd's markets.
Quick Facts
- Product type
- AI workspace for commercial insurance brokers
- Primary workflows
- Proposal generation, quote comparison, and risk analysis
- Supported output
- Branded proposals and reports; template output includes editable .docx and branded .pdf
- Coverage breadth
- Commercial lines including Property, GL, WC, Cyber, BOP, Umbrella, Management Liability, E&O, Crime, Inland Marine, and Flood
- Source domain
- runcopycat.com
- Pricing visibility
- No public pricing details were included in the collected content