{
 "version": "v1",
 "written": "15 Oct 2026",
 "how": "Each answer adds points to groups. The group with the most points is the pick; a tie goes to the group named first in the list. The counts at /api/fit say how often the pick was the product the visitor then opened; the next version of these rules is written from those counts.",
 "groups": [
  {"id": "site", "name": "A site that machines read right", "product": "fix-pack", "line": "Your site is visited by people and by AI assistants. The fix pack writes the files that tell the assistants what is there, from your own home page."},
  {"id": "numbers", "name": "Numbers to quote, with their sources", "product": "federal-ai-count-monthly", "line": "You want a figure you can put in a slide or a memo without a footnote that says trust me. The monthly brief counts eight of them at their source, with the script."},
  {"id": "learn", "name": "Test it before you trust it", "product": "course", "line": "You use an assistant that answers from documents and want to know when it is wrong before anyone else does. Six lessons, notebooks that run offline."},
  {"id": "county", "name": "One county, one page", "product": "housing-report", "line": "You need the housing numbers for one place: values, rents, income, permits, vacancy, each with its year and its source."},
  {"id": "story", "name": "A story from your data", "product": "data-story-samples", "line": "You have data or a report that nobody reads yet. The data story kit turns it into a picture, a film and the words, built the way the samples were."},
  {"id": "assistant", "name": "An assistant that works your way", "product": "skill-pack", "line": "You give AI tools rules every day. The skill pack is thirty of them, each with its reason and a test, ready to install."}
 ],
 "questions": [
  {"q": "What are you working with right now?", "options": [
   {"a": "A website that people and AI assistants visit", "w": {"site": 3, "assistant": 1}},
   {"a": "Data or a report that nobody reads yet", "w": {"story": 3, "numbers": 1}},
   {"a": "An AI assistant I want to be able to trust", "w": {"learn": 3, "assistant": 1}},
   {"a": "A place: a county, a market, a move", "w": {"county": 3}}]},
  {"q": "What do you want from it?", "options": [
   {"a": "Machines to read it right: search, assistants, crawlers", "w": {"site": 3}},
   {"a": "A number I can quote, with its source", "w": {"numbers": 3, "county": 1}},
   {"a": "To know when it is wrong", "w": {"learn": 3}},
   {"a": "A story other people will pass on", "w": {"story": 3}}]},
  {"q": "How do you work with AI tools?", "options": [
   {"a": "Daily; I give them rules", "w": {"assistant": 3, "learn": 1}},
   {"a": "Sometimes; I check their answers", "w": {"learn": 2, "numbers": 1}},
   {"a": "I run or own the thing they read", "w": {"site": 2}},
   {"a": "Rarely; I want the result, not the tool", "w": {"story": 2, "county": 1}}]},
  {"q": "How much time do you have for this?", "options": [
   {"a": "Ten minutes, today", "w": {"site": 1, "county": 1, "assistant": 1}},
   {"a": "An afternoon", "w": {"learn": 2, "assistant": 1}},
   {"a": "A little each month", "w": {"numbers": 3}},
   {"a": "None; I would rather hand it off", "w": {"story": 3}}]},
  {"q": "What would you pay for the right thing?", "options": [
   {"a": "Nothing yet; the free sample first", "w": {"story": 1, "site": 1}},
   {"a": "Under fifty dollars, once", "w": {"site": 1, "learn": 1, "county": 1, "assistant": 1}},
   {"a": "A small amount each month", "w": {"numbers": 3}},
   {"a": "A few hundred, for a result", "w": {"story": 3}}]}
 ]
}