{
  "snapshot_date": "2026-09-10",
  "record_type": "historical development assessments",
  "limitations": [
    "Heuristic scores, not failure probabilities or verified kill decisions.",
    "Some records assess related ideas. Candidate domains were not independently classified as competitors.",
    "Original result-page URLs and snippets are not present in these assessment records.",
    "The first trades query included stock-trading domains; its market interpretation is unreliable.",
    "These historical records have not been recomputed using later critic changes."
  ],
  "assessments": [
    {
      "event_sequence": 4227,
      "recorded_at": "2026-07-25T18:33:58.322847",
      "idea": "AI call screener for trades",
      "verdict": "red",
      "saturation_score": 0.8,
      "recorded_candidate_domains": [
        "bitget.com",
        "botphonic.ai",
        "chartinglens.com",
        "optiondash.com",
        "optionsscanners.com",
        "retellai.com",
        "savingadvice.com",
        "screener.in",
        "toolworthy.ai",
        "tradealgo.com",
        "trendspider.com",
        "trendytraders.in",
        "wallstreetzen.com",
        "willkopec.com"
      ],
      "queries": [
        "AI call screener for trades competitors alternatives",
        "best AI call screener for trades tools 2026",
        "AI call screener for trades software pricing"
      ]
    },
    {
      "event_sequence": 4228,
      "recorded_at": "2026-07-25T18:34:18.345516",
      "idea": "AI receptionist call screening for tradespeople and contractors",
      "verdict": "red",
      "saturation_score": 0.8,
      "recorded_candidate_domains": [
        "bland.ai",
        "botphonic.ai",
        "contractortoolstack.com",
        "dapta.ai",
        "dolfyn.ai",
        "epiphanydynamics.ai",
        "getaira.io",
        "hicira.com",
        "lunacal.ai",
        "myaifrontdesk.com",
        "oncrew.ai",
        "trillet.ai"
      ],
      "queries": [
        "AI receptionist call screening for tradespeople and contractors competitors alternatives",
        "best AI receptionist call screening for tradespeople and contractors tools 2026",
        "AI receptionist call screening for tradespeople and contractors software pricing"
      ]
    },
    {
      "event_sequence": 4229,
      "recorded_at": "2026-07-25T18:35:25.136651",
      "idea": "AI receptionist call screening for tradespeople",
      "verdict": "red",
      "saturation_score": 0.8,
      "recorded_candidate_domains": [
        "aircall.io",
        "aloware.com",
        "bookipi.com",
        "getnextphone.com",
        "instanexus.io",
        "learn.ntrvsta.com",
        "marblism.com",
        "myaifrontdesk.com",
        "open.cx",
        "puppilot.co",
        "trillet.ai",
        "voicecharm.ai",
        "voksha.com",
        "withallo.com"
      ],
      "queries": [
        "AI receptionist call screening for tradespeople competitors alternatives",
        "best AI receptionist call screening for tradespeople tools 2026",
        "AI receptionist call screening for tradespeople software pricing"
      ]
    },
    {
      "event_sequence": 5031,
      "recorded_at": "2026-08-04T04:32:09.371636",
      "idea": "AI workflow automation for small freight brokers (load quoting, carrier check calls, status updates, document chasing) run on spreadsheets and email",
      "verdict": "yellow",
      "saturation_score": 0.57,
      "recorded_candidate_domains": [
        "aeralis.ai",
        "brokerpro.com",
        "dispatchmvp.ai",
        "facebook.com",
        "guideflow.com",
        "numeo.ai",
        "reasontech.ai",
        "transfix.io",
        "transflo.com"
      ],
      "queries": [
        "AI workflow automation for small freight brokers (load quoting, carrier check calls, status updates, document chasing) run on spreadsheets and email competitors alternatives",
        "best AI workflow automation for small freight brokers (load quoting, carrier check calls, status updates, document chasing) run on spreadsheets and email tools 2026",
        "AI workflow automation for small freight brokers (load quoting, carrier check calls, status updates, document chasing) run on spreadsheets and email software pricing"
      ]
    },
    {
      "event_sequence": 5032,
      "recorded_at": "2026-08-04T04:32:19.855653",
      "idea": "AI automation for dental lab case intake and dentist status updates, replacing handwritten prescriptions and phone tag, reducing remakes",
      "verdict": "red",
      "saturation_score": 0.8,
      "recorded_candidate_domains": [
        "deepcura.com",
        "dentaiware.com",
        "dentbird.com",
        "dentistrydashboard.com",
        "evismart.com",
        "infinitysky.ai",
        "layer3labs.io",
        "scanoai.com",
        "simplelabos.com",
        "softsmile.com",
        "tommasomariaricci.com",
        "trazalab.com",
        "usecarly.com"
      ],
      "queries": [
        "AI automation for dental lab case intake and dentist status updates, replacing handwritten prescriptions and phone tag, reducing remakes competitors alternatives",
        "best AI automation for dental lab case intake and dentist status updates, replacing handwritten prescriptions and phone tag, reducing remakes tools 2026",
        "AI automation for dental lab case intake and dentist status updates, replacing handwritten prescriptions and phone tag, reducing remakes software pricing"
      ]
    },
    {
      "event_sequence": 5464,
      "recorded_at": "2026-08-08T11:14:12.264493",
      "idea": "DOT and FMCSA compliance concierge for small trucking carriers with 1 to 10 trucks: maintaining driver qualification files, drug and alcohol testing program, HOS records, audit readiness to avoid fines",
      "verdict": "red",
      "saturation_score": 0.8,
      "recorded_candidate_domains": [
        "americanriverwellnessrecovery.com",
        "facebook.com",
        "fleetcollect.net",
        "fleetrabbit.com",
        "getfileflo.com",
        "heavyvehicleinspection.com",
        "nastc.com",
        "numeo.ai",
        "oxmaint.com",
        "saferoadcompliance.com",
        "safetyculture.com"
      ],
      "queries": [
        "DOT and FMCSA compliance concierge for small trucking carriers with 1 to 10 trucks: maintaining driver qualification files, drug and alcohol testing program, HOS records, audit readiness to avoid fines competitors alternatives",
        "best DOT and FMCSA compliance concierge for small trucking carriers with 1 to 10 trucks: maintaining driver qualification files, drug and alcohol testing program, HOS records, audit readiness to avoid fines tools 2026",
        "DOT and FMCSA compliance concierge for small trucking carriers with 1 to 10 trucks: maintaining driver qualification files, drug and alcohol testing program, HOS records, audit readiness to avoid fines software pricing"
      ]
    },
    {
      "event_sequence": 5465,
      "recorded_at": "2026-08-08T11:14:21.326105",
      "idea": "outsourced compliance support for small RIA registered investment advisors under 1.5 billion AUM: policies, documentation, exam readiness",
      "verdict": "red",
      "saturation_score": 0.8,
      "recorded_candidate_domains": [
        "comply.com",
        "corecls.com",
        "encomputers.com",
        "innreg.com",
        "jump.ai",
        "luthor.ai",
        "movius.ai",
        "ria-compliance-consultants.com",
        "stratifi.com",
        "thewealthmosaic.com",
        "topriacomplianceconsultants.com"
      ],
      "queries": [
        "outsourced compliance support for small RIA registered investment advisors under 1.5 billion AUM: policies, documentation, exam readiness competitors alternatives",
        "best outsourced compliance support for small RIA registered investment advisors under 1.5 billion AUM: policies, documentation, exam readiness tools 2026",
        "outsourced compliance support for small RIA registered investment advisors under 1.5 billion AUM: policies, documentation, exam readiness software pricing"
      ]
    },
    {
      "event_sequence": 5466,
      "recorded_at": "2026-08-08T11:14:29.229870",
      "idea": "medical billing denial appeals service for small medical practices",
      "verdict": "red",
      "saturation_score": 0.87,
      "recorded_candidate_domains": [
        "aapc.com",
        "annexmed.com",
        "aspectbillingsolutions.com",
        "denialjournal.com",
        "eclaimsolution.com",
        "elion.health",
        "ezappeal.com",
        "honeyhealth.ai",
        "medicalbillersandcoders.com",
        "medsolercm.com",
        "omnimd.com",
        "patientnotes.ai",
        "physiciansidegigs.com",
        "practicesuite.com",
        "xsolis.com",
        "zmedsolutions.net"
      ],
      "queries": [
        "medical billing denial appeals service for small medical practices competitors alternatives",
        "best medical billing denial appeals service for small medical practices tools 2026",
        "medical billing denial appeals service for small medical practices software pricing"
      ]
    },
    {
      "event_sequence": 7150,
      "recorded_at": "2026-09-07T08:06:29.001087",
      "idea": "SaaS autonomous multi-agent AI company that finds problems, spawns AI agents to build and deliver apps, and runs its own sales and marketing",
      "verdict": "red",
      "saturation_score": 0.8,
      "recorded_candidate_domains": [
        "automationanywhere.com",
        "devcom.com",
        "evrone.com",
        "fountaincity.tech",
        "gumloop.com",
        "kore.ai",
        "orbilontech.com",
        "perimattic.com",
        "rasa.com",
        "salescloser.ai",
        "salesforce.com",
        "taskade.com",
        "wisdomtree.com",
        "xchange.avixa.org"
      ],
      "queries": [
        "SaaS autonomous multi-agent AI company that finds problems, spawns AI agents to build and deliver apps, and runs its own sales and marketing competitors alternatives",
        "best SaaS autonomous multi-agent AI company that finds problems, spawns AI agents to build and deliver apps, and runs its own sales and marketing tools 2026",
        "SaaS autonomous multi-agent AI company that finds problems, spawns AI agents to build and deliver apps, and runs its own sales and marketing software pricing"
      ]
    }
  ]
}