Case 04 · cyrcID
AI Prospect Analyzer
Managed Agent that crawls brand websites and generates DPP readiness reports in under 3 minutes.
20 → 3 minper prospect research
Problem
Before reaching out to fashion brands, the sales team had to manually research each prospect’s website. Assess DPP readiness, sustainability claims, product range, compliance gaps. 20 to 30 minutes per prospect.
What I built
A Managed Agent on Anthropic’s Managed Agents API with SSE streaming. The agent autonomously crawls a fashion and textile brand’s website, analyzes their product data, sustainability positioning, supply chain transparency, and regulatory readiness, then generates a structured DPP readiness report. Deployed as a Python CLI tool with threaded stream handling.
Brand URL
target
Managed Agent
analysis
DPP Readiness Report
output
Result
Prospect research dropped from 20 to 30 minutes to under 3 minutes per brand. Structured output feeds directly into outreach personalization. A reusable pattern for other vertical analysis agents.
Key metrics
20→3 min
per prospect
Autonomous
web crawling
Structured
output format
Key details
- →Anthropic Managed Agents API with SSE streaming
- →Autonomous website crawling and analysis
- →Structured DPP readiness report output
- →Direct integration with outreach personalization
Try it yourself
The agent code, HTML report generator, and deployment scripts are on GitHub. Point it at any industry vertical — swap the analysis prompts and output template for your use case.