AI-Agent Prompt Library

These are the actual prompt templates behind our execution blueprints — written to be handed directly to an AI agent, with placeholder fields you fill in for your own business.

Prompt categories

• Schema & structured data audits — extract and validate existing markup, flag missing fields.
• Entity reconciliation — compare Google Business Profile data against on-site schema and flag mismatches.
• Content extraction — convert existing long-form content into self-contained, schema-ready answer blocks.
• Crawler access audits — check robots.txt and generate an llms.txt file for a given domain.
• Digital PR sourcing — identify regional publications and draft fact-based pitch angles.
• Topic architecture — generate a pillar-to-cluster content map for a given service category.

Format

Every prompt in this library specifies a role, a task, numbered steps, and an explicit output format (usually JSON) — so the agent’s response is something you can actually use, not a paragraph you have to re-parse yourself.

Browse All Prompts → (filterable list below)