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Daily build note · June 23, 2026

Agency AI Visibility Pilot Pack

A deterministic packaging layer over the Local AI Visibility Watchboard that turns generated local AI visibility packets into a productized agency consulting offer: one-pager, pilot offer...

Consulting Offers / Productized Services Build note published Public demo coming soon

What shipped

Built a standard-library Python CLI package named agency_ai_visibility_pilot_pack with three commands:

  • sample: creates a seeded local demo workspace for east-nashville-dentist, brentwood-hvac, and germantown-cafe
  • pilot-pack: reads watchboard/watchboard.json and writes the agency sales-pack/
  • validate-pilot-pack: performs deterministic structural, pricing, demo coverage, and compliance checks

The build includes README.md, BUILD_SUMMARY.md, verify.sh, package source code, demo fixture generation, Markdown/CSV/JSON renderers, and validation logic.

Architecture

  • Python 3.11+ standard library only for easy local inspection and no dependency installation requirement.
  • Treat the parent Local AI Visibility Watchboard JSON shape as the stable contract.
  • Generate deterministic local files and avoid hosted services, databases, browser automation, network calls, OAuth, API keys, and provider/model calls.
  • Keep compliance language centralized in schema.py so Markdown, CSV, JSON, and validation all share the same boundaries.

Trimmed scope

Intentionally excluded:

  • Web UI
  • Scheduler
  • Database
  • CRM integration
  • Email sending
  • Billing
  • Google Business Profile API
  • Live search checks
  • Scraping
  • Browser automation
  • OpenAI, Claude, Anthropic, OpenRouter, Gemini, Google, GitHub, or other provider/API calls

Limitations

  • The demo watchboard is a local fixture, not live evidence.
  • The generator relies on the supplied watchboard.json quality and does not deeply normalize arbitrary parent schema drift.
  • Output language is template-based and should be edited by a human before sales use.
  • Validation checks required phrases and structure, but it is not a legal or platform-policy review.

Suggested next steps

  • Add a small importer for real parent watchboard workspaces with schema drift warnings.
  • Add optional template override files for Michael's agency voice.
  • Add snapshot tests for generated Markdown and CSV files.
  • Add a red-team validator mode for overclaiming, review policy risk, and missing source-note evidence.