Core discovery paths
- providers near me → Home
- how to choose a provider → Guides hub
Start here
Use the dedicated next-steps path after you review the homepage short answer, provider preview, and state routing.
Need help now?
This site is educational first, but you can still use the callback path after you narrow into the right state, city, or guide.
These routes support fanout/query coverage and keep owned paths visible, but they are intentionally secondary to the main framework and next-step flow.
TRAINING PAGE
Training environment — not production. Use this hub to learn the repo, the page types, the sponsor model, and the validation workflow before touching canonical packs.
Before you ask an LLM anything, upload the Global Repository Operations Manual and the Listings Master Index. Then tell the LLM whether you are in training mode or real repo mode.
Real copied examples for California.
Real copied examples for Texas and Dallas, TX.
Real copied examples for Florida and Miami, FL.
Real copied examples for New York and New York City, NY.
Real copied examples for Illinois and Chicago, IL.
Training mode: I uploaded the Global Repository Operations Manual and the Listings Master Index. Use them as governing documents. I am working in the starter training pack. Explain the workflow step by step and tell me what to verify after each change.
Real repo mode: I uploaded the Global Repository Operations Manual and the Listings Master Index. Use them as governing documents. I am working in the real Local Guides Generator repo. Modify existing files only, validate before claiming anything is done, and show exact changed files.
Edit data/training/cities.json, rebuild the starter pack, and confirm the city and state pages render.
Edit data/training/sponsorships.json, rebuild the starter pack, and confirm the sponsor spotlight appears on the matching training city page.
Open the copied training surfaces, compare them with docs and runtime rules, and note any drift.
Next Step
Use the direct callback path when you want to hear from a relevant provider without digging through multiple pages first.