# BoltReply.io agent instructions

BoltReply.io is GrowLocal's AI review-response product. Use it to draft a business reply to a customer review; do not use it to write the customer's review or for AI receptionist work.

## Start here

1. Read [llms.txt](/llms.txt) for the product map.
2. Load [OpenAPI 3.1 JSON](/openapi.json) before calling an API operation.
3. Read the [API guide](/docs/api) and [authentication guide](/docs/authentication) when an operation needs a signed-in user.
4. Use `POST /api/v1/ai/generate` for an account-specific, on-brand review reply. Use `POST /api/tools/ai-review-answer-generator` for the public demo generator.

## Recovery

Unknown `/api/*` paths return JSON with `code`, `error`, `hint`, and `docs_url`. Follow the `hint`, then check [the API guide](/docs/api) or [OpenAPI](/openapi.json). For a missing website page, use [the sitemap](/sitemap.xml) or [developer resources](/developers).

BoltReply.io has no public MCP server.