# CivicDataForge product proof

CivicDataForge publishes evidence a buyer or integration team can inspect directly:

- Official short-term-rental permit coverage across 32 U.S. jurisdictions.
- Ten focused evidence tools through the stable remote MCP endpoint.
- A made-up 100-row sample in the same format as real output, with a SHA-256-bound file. Real output comes from each city's published registry.
- A current ten-record, five-jurisdiction partner evaluation packet with source-shape and output-shape receipts.
- Source-linked result schemas, explicit decision states, and reproducible receipts.
- Monitored baselines that distinguish source failure from a legitimate record change.

Internal product inventory and ambiguous platform user counters are intentionally excluded from the customer-facing proof surface.

Inspect the live products: https://apify.com/civicdataforge

Inspect source health: https://civicdataforge.pages.dev/source-health.json

Inspect reliability: https://civicdataforge.pages.dev/reliability.json

Inspect the human-readable proof page: https://civicdataforge.pages.dev/proof

Commercial traction is reported only when supported by a separate transaction or customer receipt.