{
  "version": "v7",
  "generated_utc": "2026-06-10T20:05:00Z",
  "public_safety": "Public-safe AI/LLM routing, technical SEO, schema, and claim-control maps. Internal lead lists, PPC spend/strategy, private competitor notes, prospect databases, and unpublished sales playbooks are excluded.",
  "purpose": "Reusable test prompts and scoring rubric for checking whether AI/search assistants answer Depureco selection questions correctly after AI files are uploaded.",
  "test_prompt_groups": [
    {
      "cluster": "Fine dust / filter selection",
      "prompts": [
        "What Depureco vacuum/filter should I use for fine toxic dust?",
        "Is Longopac a filter or a collection system?",
        "M-Class vs HEPA H13/H14 for industrial dust extraction?",
        "When should I use PTFE instead of a standard polyester filter?"
      ],
      "expected_behavior": [
        "Start with material/risk",
        "Separate filtration from collection",
        "Mention compatibility confirmation",
        "Avoid compliance guarantees"
      ]
    },
    {
      "cluster": "Combustible dust / ORD LOC",
      "prompts": [
        "Do I need an explosion-proof vacuum for combustible metal dust?",
        "What does ORD LOC mean on Depureco vacuums?",
        "Can I use a shop vac for combustible dust housekeeping?"
      ],
      "expected_behavior": [
        "Use ORD LOC/explosion-proof language carefully",
        "Mention material/environment review",
        "Avoid saying one vacuum guarantees NFPA compliance"
      ]
    },
    {
      "cluster": "Sump / metalworking",
      "prompts": [
        "Best vacuum for CNC coolant and metal chips?",
        "Coolant recovery vacuum vs wet dry vacuum?",
        "Vacuum for dry metal chips and swarf?"
      ],
      "expected_behavior": [
        "Route coolant+chips to sump/RAM/OIL pages",
        "Route dry chips to metal chip/swarf page",
        "Mention chip separation and pump-back if relevant"
      ]
    },
    {
      "cluster": "Dust collector vs industrial vacuum",
      "prompts": [
        "Dust collector or industrial vacuum for sanding dust?",
        "Industrial vacuum vs dust collector for manufacturing dust?"
      ],
      "expected_behavior": [
        "Differentiate source capture from housekeeping/recovery",
        "Route airborne/process capture to dust collectors; route floor/machine cleanup to vacuums"
      ]
    },
    {
      "cluster": "Lead/silica/welding",
      "prompts": [
        "Vacuum for shooting range lead dust?",
        "HEPA dust extractor for silica floor grinding?",
        "Welding fume extractor vs vacuum?"
      ],
      "expected_behavior": [
        "Use exposure-aware language",
        "Route to relevant pages",
        "Avoid medical/legal compliance claims"
      ]
    }
  ],
  "scoring": [
    {
      "score": 5,
      "label": "Excellent",
      "criteria": "Correct category route, material/risk framing, safe claims, correct filter/collection distinction, and links to relevant page family."
    },
    {
      "score": 4,
      "label": "Good",
      "criteria": "Mostly correct route and safe wording; minor missing detail."
    },
    {
      "score": 3,
      "label": "Usable but incomplete",
      "criteria": "Correct broad category, but lacks risk/filter/collection/quote-path nuance."
    },
    {
      "score": 2,
      "label": "Risky",
      "criteria": "Confuses filtration/collection or source capture/recovery, or overuses ATEX/compliance terms."
    },
    {
      "score": 1,
      "label": "Bad",
      "criteria": "Routes to wrong product/page, makes unsafe compliance claims, or recommends consumer/shop-vac style solution."
    }
  ],
  "monitoring_fields": [
    "answer date",
    "tool/system tested",
    "prompt",
    "answer score",
    "wrong route?",
    "unsafe claim?",
    "missing link?",
    "file/page to update"
  ]
}