{
  "version": "v6",
  "generated_utc": "2026-06-10T19:42:32Z",
  "public_safety": "Derived public-safe selector, routing, and claim-control maps. Internal lead lists, PPC strategy, disqualifier details, and private sales notes are excluded.",
  "purpose": "Process-zone routing map for matching user-described cleanup location to material, triggers, product direction, and proof assets.",
  "zones": [
    {
      "market": "CNC Machining & Metalworking",
      "process_zone": "Sump / coolant tank",
      "material_debris": "Coolant, sludge, wet chips, tramp oil",
      "likely_current_bad_method": "Manual scooping, mop-and-bucket, cheap wet vac, contractor pump-out",
      "trigger_event": "Recurring PM, foul coolant, overflow, excessive labor, slip risk",
      "likely_product_direction": "Sump Vacuums",
      "critical_discovery_questions": "How much liquid vs solids? Need simultaneous vacuum + discharge? Tank size/frequency?",
      "best_proof_asset": "Before/after cleanout video, labor-hour savings, RAM OIL datasheet",
      "awareness_level": "Problem aware -> solution aware"
    },
    {
      "market": "CNC Machining & Metalworking",
      "process_zone": "Machine floor / dry chips",
      "material_debris": "Dry chips, fines, aluminum dust",
      "likely_current_bad_method": "Shop vacs, broom/blow-down, hand collection",
      "trigger_event": "Housekeeping complaints, machine-side mess, clogged tools",
      "likely_product_direction": "Metal Chip Vacuums / ORD LOC",
      "critical_discovery_questions": "Dry chips only or fine dust too? Reactive/combustible concern?",
      "best_proof_asset": "Dry chip demo, category comparison, antistatic/HEPA options",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Automotive & Transportation",
      "process_zone": "Castings / gearbox / block machining",
      "material_debris": "Coolant, cast fines, chips",
      "likely_current_bad_method": "Hand cleanup, generic wet vac, compressed air",
      "trigger_event": "High-volume recurring cleanup, line-side mess, downtime",
      "likely_product_direction": "Sump Vacuums / Heavy-Duty",
      "critical_discovery_questions": "Standardized cells or many machine variants? Wet or dry dominant?",
      "best_proof_asset": "Automotive component use story, uptime/labor framing",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Aerospace & Defense",
      "process_zone": "Precision machining / clean-critical cells",
      "material_debris": "Aluminum fines, composite dust, precision debris",
      "likely_current_bad_method": "Improvised shop vac, manual wipe-down",
      "trigger_event": "Cleanliness sensitivity, quality risk, fine dust concern",
      "likely_product_direction": "ORD LOC / HEPA / Metal Chip",
      "critical_discovery_questions": "Material exact type? Composite? Aluminum? Classified risk?",
      "best_proof_asset": "Compliance-aware technical match, HEPA/antistatic proof",
      "awareness_level": "Solution comparing"
    },
    {
      "market": "Construction & Floor Prep",
      "process_zone": "Grinding / polishing",
      "material_debris": "Silica dust, concrete fines",
      "likely_current_bad_method": "Open sweep, underpowered vac, poor bagging",
      "trigger_event": "Dust clouds, cleanup burden, OSHA concern",
      "likely_product_direction": "HEPA Dust Extractors",
      "critical_discovery_questions": "Tool-connected or cleanup only? Need Longopac? Dry or slurry?",
      "best_proof_asset": "Silica/Longopac demo, containment proof",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Food & Beverage",
      "process_zone": "Ingredient spill / production area",
      "material_debris": "Flour, sugar, cocoa, powders",
      "likely_current_bad_method": "Sweep + dustpan, air blow-off, general janitorial vac",
      "trigger_event": "Hygiene, dust migration, sanitation burden",
      "likely_product_direction": "Food/Pharma/OEM",
      "critical_discovery_questions": "Food-contact expectations? Dry powder or sticky residue?",
      "best_proof_asset": "Food application content, hygienic narrative",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Grain Mills & Flour Production",
      "process_zone": "Multi-floor housekeeping",
      "material_debris": "Flour dust, grain dust, residues",
      "likely_current_bad_method": "Brooms, compressed air, partial spot cleanup",
      "trigger_event": "Dust accumulation across levels, insurer/audit pressure",
      "likely_product_direction": "Combustible Dust / Central Systems",
      "critical_discovery_questions": "Number of floors? Ordinary housekeeping or engineered central need?",
      "best_proof_asset": "Flour-dust safety narrative, multi-floor system concept",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Bakeries & Industrial Ovens",
      "process_zone": "Oven deck / overhead",
      "material_debris": "Hot crumbs, flour, baked residue",
      "likely_current_bad_method": "Manual scraping/brush, cool-down delays",
      "trigger_event": "Short sanitation windows, hot-zone access",
      "likely_product_direction": "XM 20 OVEN / Overhead accessories",
      "critical_discovery_questions": "Pickup temperature? Elevated cleaning? Frequency?",
      "best_proof_asset": "Oven-specific page, overhead accessories",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Pharma / Life Sciences",
      "process_zone": "Contained powder housekeeping",
      "material_debris": "APIs, excipients, fine powders",
      "likely_current_bad_method": "Wipe-down + manual collection, mismatched vac",
      "trigger_event": "Containment, hygiene, repeatability",
      "likely_product_direction": "Food/Pharma/OEM / HEPA",
      "critical_discovery_questions": "Need contained discharge? Validation/cleanability?",
      "best_proof_asset": "Fine-powder technical sheet, containment logic",
      "awareness_level": "Solution aware"
    },
    {
      "market": "Battery / Electronics",
      "process_zone": "Dry room / conductive dust",
      "material_debris": "Graphite, conductive fine dust",
      "likely_current_bad_method": "Improvised ESD cleanup, manual wipe-down",
      "trigger_event": "Contamination risk, conductive dust concern",
      "likely_product_direction": "HEPA / ORD LOC / specialized AM logic",
      "critical_discovery_questions": "How conductive/fine? Any explosion/ignition concern?",
      "best_proof_asset": "Battery-production narrative, technical filter match",
      "awareness_level": "Solution aware"
    },
    {
      "market": "Additive Manufacturing",
      "process_zone": "Depowdering / post-process",
      "material_debris": "Metal/polymer powders, reactive powder",
      "likely_current_bad_method": "Brush/air/manual powder cleanup",
      "trigger_event": "Powder loss, safety risk, messy depowdering",
      "likely_product_direction": "M100 AM / BL AM / inert logic",
      "critical_discovery_questions": "Powder type? Reactive? Need inerting/recovery?",
      "best_proof_asset": "AM case/example, specialized model proof",
      "awareness_level": "Solution comparing"
    },
    {
      "market": "Plastics & Rubber Processing",
      "process_zone": "Pellet/fines line housekeeping",
      "material_debris": "Pellets, flakes, fines, regrind",
      "likely_current_bad_method": "Sweep-up, generic mobile vac",
      "trigger_event": "Material loss, slip hazard, recurring cleanup",
      "likely_product_direction": "Wet & Dry / Central / OEM",
      "critical_discovery_questions": "Pellets only or dust too? Need line-side continuous removal?",
      "best_proof_asset": "Pellet/fines message angle, line-side examples",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Packaging & Printing",
      "process_zone": "Trim removal / line-side",
      "material_debris": "Trim scrap, paper dust",
      "likely_current_bad_method": "Manual strip-out, bulky bin handling",
      "trigger_event": "Line interruptions, messy trim, operator hassle",
      "likely_product_direction": "OEM / On-Board / Central",
      "critical_discovery_questions": "Continuous removal or periodic cleanup? Stringy or light scrap?",
      "best_proof_asset": "AS/BF JC integration story, OEM visuals",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Textiles & Nonwovens",
      "process_zone": "Continuous fluff / trim",
      "material_debris": "Fiber, fluff, filaments",
      "likely_current_bad_method": "Manual pull-off, generic vac that clogs",
      "trigger_event": "Line fouling, stringy scrap, repeated stops",
      "likely_product_direction": "OEM / On-Board",
      "critical_discovery_questions": "Stringy? Continuous line? Discharge challenges?",
      "best_proof_asset": "Textiles/nonwovens examples, compact integration proof",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Chemical & Petrochemical",
      "process_zone": "Powder handling / hazardous housekeeping",
      "material_debris": "Carbon black, pigments, additives",
      "likely_current_bad_method": "Manual drums, mismatched vac, housekeeping workaround",
      "trigger_event": "Hazard sensitivity, residue migration, supplier scrutiny",
      "likely_product_direction": "Combustible Dust / Air Powered",
      "critical_discovery_questions": "Exact powder? Area policy? Conductive/sticky?",
      "best_proof_asset": "Chemical-processing narrative, hazard-fit explanation",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Foundries",
      "process_zone": "Shakeout / mold line / finishing",
      "material_debris": "Sand, slag, refractory dust, metal fines",
      "likely_current_bad_method": "Shovels, brooms, undersized vacs",
      "trigger_event": "Abrasive debris, large-area labor burden",
      "likely_product_direction": "Heavy-Duty 3-Phase / Dust Collectors",
      "critical_discovery_questions": "Hot material? Sand vs fines? Fixed or roaming cleanup?",
      "best_proof_asset": "Foundry-specific ruggedness story",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Shot Blasting / Surface Prep",
      "process_zone": "Blast room / booth",
      "material_debris": "Steel shot, grit, rust scale, coating debris",
      "likely_current_bad_method": "Shovels, drums, manual reclaim",
      "trigger_event": "Abrasive cleanup steals production time",
      "likely_product_direction": "Heavy-Duty / Air Powered",
      "critical_discovery_questions": "Fixed booth or field? Hazardous coating debris?",
      "best_proof_asset": "Blast-room cleanup angle, abrasive-duty proof",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Shipyards / Marine",
      "process_zone": "Bilge / compartment / coating removal",
      "material_debris": "Bilge liquids, blasting media, coating debris",
      "likely_current_bad_method": "Manual pump-out, scoop + drum, improvised vac",
      "trigger_event": "Confined space cleanup is slow and messy",
      "likely_product_direction": "Air Powered / Wet & Dry",
      "critical_discovery_questions": "Electricity allowed? Liquids + solids? Confined space?",
      "best_proof_asset": "Marine/offshore application story",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Mining / Cement / Minerals",
      "process_zone": "Transfer point / mill / conveyor",
      "material_debris": "Heavy dust, bulk solids, fines",
      "likely_current_bad_method": "Manual washdown, loaders, shovels, partial cleanup",
      "trigger_event": "Constant dust/spill recurrence, access difficulty",
      "likely_product_direction": "Heavy-Duty / Central / Dust Collectors",
      "critical_discovery_questions": "Mobile cleanup or fixed network? Fine or heavy dominant?",
      "best_proof_asset": "Harsh-duty system concept, central layouts",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Recycling & Waste",
      "process_zone": "MRF / shredder / briquetting feed",
      "material_debris": "Light fractions, chips, fines, dust",
      "likely_current_bad_method": "Push broom, manual tote handling, ad hoc vac",
      "trigger_event": "Messy recovery equipment, recurring dirt, operator burden",
      "likely_product_direction": "Heavy-Duty / Central",
      "critical_discovery_questions": "Mostly fines, chips, or mixed fractions? Need discharge integration?",
      "best_proof_asset": "Recycling ruggedness, briquetting scrap handling angle",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Woodworking & Furniture",
      "process_zone": "Panel / sanding / millwork",
      "material_debris": "Sawdust, shavings, sanding dust",
      "likely_current_bad_method": "Sweep/blow-down, dust collector only, no housekeeping method",
      "trigger_event": "Dust accumulation, combustible dust housekeeping",
      "likely_product_direction": "Combustible Dust / Dust Collectors",
      "critical_discovery_questions": "Housekeeping vs source capture? Large production or small shop?",
      "best_proof_asset": "Large-shop combustible dust angle",
      "awareness_level": "Problem aware"
    },
    {
      "market": "Warehouse & Maintenance",
      "process_zone": "Overhead / mezzanine / pit",
      "material_debris": "General plant dust, debris, overhead accumulations",
      "likely_current_bad_method": "Blow-down, ladders + hand tools, janitorial cleanup",
      "trigger_event": "Hard-to-reach dust, inconsistent housekeeping",
      "likely_product_direction": "Wet & Dry / Accessories / Central",
      "critical_discovery_questions": "Overhead only or general plant? Frequency and access limits?",
      "best_proof_asset": "Overhead-cleaning visuals, maintenance productivity angle",
      "awareness_level": "Unaware -> problem aware"
    },
    {
      "market": "Central Vacuum Systems",
      "process_zone": "Plant-wide multi-point cleanup",
      "material_debris": "Mixed dust, chips, scrap, powders",
      "likely_current_bad_method": "Too many roaming vacs, inconsistent housekeeping",
      "trigger_event": "Desire to standardize cleanup and reduce labor",
      "likely_product_direction": "Central Vacuum Systems",
      "critical_discovery_questions": "How many drops? What materials? Need mobile/stationary/heavy-duty?",
      "best_proof_asset": "System diagram, case study, layout worksheet",
      "awareness_level": "Solution aware"
    },
    {
      "market": "Central Vacuum Systems",
      "process_zone": "Control / monitoring / 24-7 system",
      "material_debris": "Mixed industrial debris with capital-project scope",
      "likely_current_bad_method": "Standalone units with no visibility/control",
      "trigger_event": "Need standardization, uptime visibility, automation",
      "likely_product_direction": "Central Systems + Industry 4.0",
      "critical_discovery_questions": "Need remote monitoring? ERP/PLC tie-in? 24/7 duty?",
      "best_proof_asset": "Controls/monitoring explainer, heavy-duty central proof",
      "awareness_level": "Solution comparing"
    }
  ]
}