{
 "name": "The Sales Traveler Conference ROI reference table",
 "source": "The Sales Traveler",
 "license": "Free to use with attribution to The Sales Traveler. See https://thesalestraveler.com/press/",
 "url": "https://thesalestraveler.com/conferences/scored/",
 "measures": "published commitments",
 "verified": "2026-07-23",
 "scale": {
  "rawMax": 15,
  "displayMax": 100
 },
 "dimensions": [
  {
   "id": "M",
   "label": "Meeting infrastructure"
  },
  {
   "id": "A",
   "label": "Audience transparency"
  },
  {
   "id": "C",
   "label": "Cost clarity"
  },
  {
   "id": "L",
   "label": "Logistics"
  },
  {
   "id": "F",
   "label": "Follow-up"
  }
 ],
 "entities": [
  {
   "slug": "hlth-us",
   "name": "hlth-us",
   "official": "https://www.hlth.com/events/usa",
   "category": {
    "M": 2,
    "A": 2,
    "C": 2,
    "L": 3,
    "F": 3
   },
   "score": 80,
   "dateNext": null,
   "venue": null,
   "note": "Most transparent: Market Connect hosted meetings, count, who-attends, pricing, hotel, Wi-Fi, recordings, lead retrieval, app messaging."
  },
  {
   "slug": "sibos",
   "name": "sibos",
   "official": "https://www.sibos.com",
   "category": {
    "M": 2,
    "A": 2,
    "C": 1,
    "L": 3,
    "F": 3
   },
   "score": 73,
   "dateNext": null,
   "venue": null,
   "note": "Strong app networking, pricing, and audience breakdown; no hosted-buyer, free expo pass, or sponsor pricing."
  },
  {
   "slug": "bio-international",
   "name": "bio-international",
   "official": "https://convention.bio.org/",
   "category": {
    "M": 3,
    "A": 2,
    "C": 2,
    "L": 3,
    "F": 1
   },
   "score": 73,
   "dateNext": null,
   "venue": null,
   "note": "BIO Partnering app, curated meetings, pods, count, demographics, pricing, wifi, hotel, recordings, messaging; booth price/slides not found."
  },
  {
   "slug": "mwc-barcelona",
   "name": "mwc-barcelona",
   "official": "https://www.mwcbarcelona.com",
   "category": {
    "M": 2,
    "A": 2,
    "C": 2,
    "L": 2,
    "F": 1
   },
   "score": 60,
   "dateNext": null,
   "venue": null,
   "note": "Meeting Hub app + bookable space, post-event count, demographics, pricing, expo pass, hotels, Wi-Fi, badge lead retrieval."
  },
  {
   "slug": "cannes-lions",
   "name": "cannes-lions",
   "official": "https://www.canneslions.com",
   "category": {
    "M": 1,
    "A": 2,
    "C": 2,
    "L": 2,
    "F": 2
   },
   "score": 60,
   "dateNext": null,
   "venue": null,
   "note": "App messaging, pricing, hotel booking, streaming replay confirmed; no lead retrieval or hosted-meetings program."
  },
  {
   "slug": "kubecon-cloudnativecon-na",
   "name": "kubecon-cloudnativecon-na",
   "official": "https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/",
   "category": {
    "M": 0,
    "A": 2,
    "C": 2,
    "L": 2,
    "F": 2
   },
   "score": 53,
   "dateNext": null,
   "venue": null,
   "note": "Count, registered-companies list, pricing, hotel block, recordings, lead scanning confirmed; no app matchmaking or wifi statement."
  },
  {
   "slug": "snowflake-summit",
   "name": "snowflake-summit",
   "official": "https://www.snowflake.com/summit",
   "category": {
    "M": 2,
    "A": 2,
    "C": 2,
    "L": 1,
    "F": 1
   },
   "score": 53,
   "dateNext": null,
   "venue": null,
   "note": "Braindate 1:1 + curated, count + director-level demographics, pricing, Basecamp low-cost pass, recordings; housing portal login-gated."
  },
  {
   "slug": "vive",
   "name": "vive",
   "official": "https://hlth.com/events/vive/",
   "category": {
    "M": 3,
    "A": 0,
    "C": 1,
    "L": 3,
    "F": 1
   },
   "score": 53,
   "dateNext": null,
   "venue": null,
   "note": "ViVE Connect matchmaking, curated meetings, pods, pricing, wifi, hotel, recordings, messaging; no expo pass; attendee stats not found."
  },
  {
   "slug": "finovate-fall",
   "name": "finovate-fall",
   "official": "https://informaconnect.com/finovatefall/",
   "category": {
    "M": 2,
    "A": 2,
    "C": 2,
    "L": 0,
    "F": 2
   },
   "score": 53,
   "dateNext": null,
   "venue": null,
   "note": "ConnectMe app + lounge tables, count/audience, pricing, messaging, post-content; hotel/sponsor pages gated."
  },
  {
   "slug": "itc-vegas",
   "name": "itc-vegas",
   "official": "https://vegas.insuretechconnect.com/",
   "category": {
    "M": 1,
    "A": 2,
    "C": 2,
    "L": 1,
    "F": 2
   },
   "score": 53,
   "dateNext": null,
   "venue": null,
   "note": "App with lead scanning + messaging, count/breakdown, tiered pricing, expo pass, hotel portal all confirmed."
  },
  {
   "slug": "imex-america",
   "name": "imex-america",
   "official": "https://america.imexevents.com/",
   "category": {
    "M": 2,
    "A": 2,
    "C": 2,
    "L": 0,
    "F": 2
   },
   "score": 53,
   "dateNext": "2026-10-13",
   "venue": "Mandalay Bay Convention Center, Las Vegas, NV",
   "note": "Free-to-attend (no ticket $); Hosted Buyer program + buyer-led appointments, lead scanning, messaging confirmed."
  },
  {
   "slug": "superreturn",
   "name": "superreturn",
   "official": "https://informaconnect.com/superreturn-international/",
   "category": {
    "M": 2,
    "A": 3,
    "C": 2,
    "L": 1,
    "F": 0
   },
   "score": 53,
   "dateNext": "2027-06-07",
   "venue": "InterContinental Hotel, Berlin, Germany",
   "note": "Allocate curated meetings (8-min slots, not self-book pods), count, full demographics, past companies, pricing, free/expo tier, recordings."
  },
  {
   "slug": "medtech-conference",
   "name": "medtech-conference",
   "official": "https://themedtechconference.com/",
   "category": {
    "M": 1,
    "A": 1,
    "C": 3,
    "L": 1,
    "F": 1
   },
   "score": 47,
   "dateNext": null,
   "venue": null,
   "note": "MyMedTech auto-schedules 1:1 meetings with in-app messaging; full pricing and exhibit-only pass published."
  },
  {
   "slug": "bio-it-world",
   "name": "bio-it-world",
   "official": "https://www.bio-itworldexpo.com/",
   "category": {
    "M": 1,
    "A": 2,
    "C": 2,
    "L": 2,
    "F": 0
   },
   "score": 47,
   "dateNext": null,
   "venue": null,
   "note": "2,900 attendees and demographics published; complimentary expo pass, on-demand recordings, Omni room block."
  },
  {
   "slug": "himss",
   "name": "himss",
   "official": "https://www.himssconference.com",
   "category": {
    "M": 1,
    "A": 1,
    "C": 1,
    "L": 2,
    "F": 2
   },
   "score": 47,
   "dateNext": null,
   "venue": null,
   "note": "Hosted Buyer Program, attendee count, hotel block, recordings, lead retrieval confirmed; no $ pricing or app matchmaking."
  },
  {
   "slug": "microsoft-ignite",
   "name": "microsoft-ignite",
   "official": "https://ignite.microsoft.com",
   "category": {
    "M": 1,
    "A": 1,
    "C": 2,
    "L": 2,
    "F": 1
   },
   "score": 47,
   "dateNext": null,
   "venue": null,
   "note": "App confirms attendee-directory 1:1 meetings, badge scans; hotel flow, free Digital pass, on-demand video."
  },
  {
   "slug": "nvidia-gtc",
   "name": "nvidia-gtc",
   "official": "https://www.nvidia.com/gtc/",
   "category": {
    "M": 1,
    "A": 2,
    "C": 2,
    "L": 1,
    "F": 1
   },
   "score": 47,
   "dateNext": null,
   "venue": null,
   "note": "Pricing, free/low-cost pass, attendee count + demographics (nvidianews), on-demand confirmed; no online hotel/wifi/lead retrieval."
  },
  {
   "slug": "def-con",
   "name": "def-con",
   "official": "https://defcon.org",
   "category": {
    "M": 0,
    "A": 1,
    "C": 2,
    "L": 3,
    "F": 1
   },
   "score": 47,
   "dateNext": null,
   "venue": null,
   "note": "Cash-at-door pricing, vendor booth pricing, attendee estimate, wifi, media archive published; no app or lead scanning."
  },
  {
   "slug": "icsc-las-vegas",
   "name": "icsc-las-vegas",
   "official": "https://www.icsc.com/attend-and-learn/events/details/las-vegas-2026",
   "category": {
    "M": 2,
    "A": 1,
    "C": 3,
    "L": 1,
    "F": 0
   },
   "score": 47,
   "dateNext": "2027-05-24",
   "venue": "Las Vegas Convention Center, Las Vegas, NV",
   "note": "Networking platform + curated PROPTECH meetings, count, tiered + booth pricing, onPeak housing; no wifi/recordings/lead-scan."
  },
  {
   "slug": "medica",
   "name": "medica",
   "official": "https://www.medica-tradefair.com",
   "category": {
    "M": 1,
    "A": 2,
    "C": 0,
    "L": 2,
    "F": 2
   },
   "score": 47,
   "dateNext": "2026-11-16",
   "venue": "Messe Düsseldorf, Düsseldorf, Germany",
   "note": "Fair Match app, Scan2Lead, hotel block, wifi confirmed; no ticket prices or recordings found."
  },
  {
   "slug": "advertising-week-new-york",
   "name": "advertising-week-new-york",
   "official": "https://advertisingweek.com",
   "category": {
    "M": 2,
    "A": 2,
    "C": 1,
    "L": 1,
    "F": 1
   },
   "score": 47,
   "dateNext": "2026-10-05",
   "venue": "The Penn District, New York, NY",
   "note": "App matchmaking/messaging + Platinum bookable tables, demographics/companies, pricing, recordings; no hotel/booth-price."
  },
  {
   "slug": "google-cloud-next",
   "name": "google-cloud-next",
   "official": "https://www.googlecloudevents.com/next-vegas",
   "category": {
    "M": 0,
    "A": 1,
    "C": 2,
    "L": 2,
    "F": 1
   },
   "score": 40,
   "dateNext": null,
   "venue": null,
   "note": "Discounted hotel, free Digital Pass, on-demand, exhibitor lead-reporting confirmed; no matchmaking app or booth pricing."
  },
  {
   "slug": "cisco-live-us",
   "name": "cisco-live-us",
   "official": "https://www.ciscolive.com",
   "category": {
    "M": 1,
    "A": 0,
    "C": 2,
    "L": 2,
    "F": 1
   },
   "score": 40,
   "dateNext": null,
   "venue": null,
   "note": "Meet-the-Engineer brokered 1:1s, pricing, expo tier, hotel block, recordings; no attendee count, sponsor pricing, or wifi."
  },
  {
   "slug": "crowdstrike-falcon",
   "name": "crowdstrike-falcon",
   "official": "https://www.crowdstrike.com/en-us/events/fal-con/las-vegas/",
   "category": {
    "M": 0,
    "A": 2,
    "C": 1,
    "L": 2,
    "F": 1
   },
   "score": 40,
   "dateNext": null,
   "venue": null,
   "note": "Count, past companies, pricing, hotel, on-demand confirmed; Meeting Center exists but sponsor pricing contact-only."
  },
  {
   "slug": "okta-oktane",
   "name": "okta-oktane",
   "official": "https://www.okta.com/oktane/",
   "category": {
    "M": 0,
    "A": 1,
    "C": 2,
    "L": 2,
    "F": 1
   },
   "score": 40,
   "dateNext": null,
   "venue": null,
   "note": "Pricing, free tier, audience breakdown, hotel, on-demand confirmed; sponsor pricing email-only, no app."
  },
  {
   "slug": "techcrunch-disrupt",
   "name": "techcrunch-disrupt",
   "official": "https://techcrunch.com/events/techcrunch-disrupt/",
   "category": {
    "M": 0,
    "A": 2,
    "C": 3,
    "L": 0,
    "F": 1
   },
   "score": 40,
   "dateNext": null,
   "venue": null,
   "note": "Pricing, sponsor pricing, free tier, count + breakdown, lead scanning confirmed; app/hotel/recordings not on loaded pages."
  },
  {
   "slug": "rsna",
   "name": "rsna",
   "official": "https://www.rsna.org/annual-meeting",
   "category": {
    "M": 0,
    "A": 2,
    "C": 2,
    "L": 2,
    "F": 0
   },
   "score": 40,
   "dateNext": null,
   "venue": null,
   "note": "Attendance, pricing, onPeak housing, recordings verified; no matchmaking app, lead retrieval, wifi, or messaging."
  },
  {
   "slug": "exchange-etf",
   "name": "exchange-etf",
   "official": "https://www.exchangeetf.com",
   "category": {
    "M": 0,
    "A": 1,
    "C": 2,
    "L": 2,
    "F": 1
   },
   "score": 40,
   "dateNext": null,
   "venue": null,
   "note": "Pricing, hotel block, wifi, post-content confirmed; matchmaking app exists but login-gated (unverified)."
  },
  {
   "slug": "otc-houston",
   "name": "otc-houston",
   "official": "https://www.otcnet.org/",
   "category": {
    "M": 0,
    "A": 1,
    "C": 3,
    "L": 1,
    "F": 1
   },
   "score": 40,
   "dateNext": "2027-05-03",
   "venue": "NRG Park, Houston, TX",
   "note": "Tiered registration, $42-46/sqft booths, SPARGO housing, badge-scan lead retrieval; no app/matchmaking."
  },
  {
   "slug": "iitsec",
   "name": "iitsec",
   "official": "https://www.iitsec.org",
   "category": {
    "M": 0,
    "A": 1,
    "C": 3,
    "L": 1,
    "F": 1
   },
   "score": 40,
   "dateNext": "2026-11-30",
   "venue": "Orange County Convention Center, Orlando, FL",
   "note": "Count, tiered + sponsorship pricing, free tier, hotel, post-content; no matchmaking app or lead-scan."
  },
  {
   "slug": "workday-rising",
   "name": "workday-rising",
   "official": "https://rising.workday.com/us.html",
   "category": {
    "M": 2,
    "A": 0,
    "C": 2,
    "L": 2,
    "F": 0
   },
   "score": 40,
   "dateNext": "2026-10-12",
   "venue": "Las Vegas, NV",
   "note": "Braindates 1:1 matchmaking + on-demand; free tier; hotel; EMEA edition also Nov 17-19 2026 Barcelona."
  },
  {
   "slug": "b2b-marketing-exchange",
   "name": "b2b-marketing-exchange",
   "official": "https://b2bmarketing.exchange/registration/",
   "category": {
    "M": 1,
    "A": 2,
    "C": 1,
    "L": 1,
    "F": 0
   },
   "score": 33,
   "dateNext": null,
   "venue": null,
   "note": "Hosted Buyer Program (pre-scheduled curated meetings) is the clear standout; booth pricing gated."
  },
  {
   "slug": "hr-technology-conference",
   "name": "hr-technology-conference",
   "official": "https://www.hrtechnologyconference.com/register",
   "category": {
    "M": 1,
    "A": 1,
    "C": 1,
    "L": 1,
    "F": 1
   },
   "score": 33,
   "dateNext": null,
   "venue": null,
   "note": "Published pricing and 7,200+ count; official Arc app does 1:1 meetings and messaging."
  },
  {
   "slug": "afp-annual",
   "name": "afp-annual",
   "official": "https://conference.financialprofessionals.org/",
   "category": {
    "M": 0,
    "A": 1,
    "C": 1,
    "L": 1,
    "F": 2
   },
   "score": 33,
   "dateNext": null,
   "venue": null,
   "note": "7,000+ count, prices, CMR housing, ATS lead retrieval, and archived decks verified."
  },
  {
   "slug": "sap-sapphire",
   "name": "sap-sapphire",
   "official": "https://www.sap.com/events/sapphire/",
   "category": {
    "M": 0,
    "A": 1,
    "C": 1,
    "L": 3,
    "F": 0
   },
   "score": 33,
   "dateNext": null,
   "venue": null,
   "note": "FAQ denies show-floor/one-day pass; Wi-Fi, hotel booking, on-demand replays confirmed; no $ sponsor pricing."
  },
  {
   "slug": "splunk-conf",
   "name": "splunk-conf",
   "official": "https://conf.splunk.com",
   "category": {
    "M": 0,
    "A": 0,
    "C": 2,
    "L": 2,
    "F": 1
   },
   "score": 33,
   "dateNext": null,
   "venue": null,
   "note": "Pricing, hotel portal, on-demand confirmed; no exhibitor pricing, app, or attendee count found."
  },
  {
   "slug": "manifest-vegas",
   "name": "manifest-vegas",
   "official": "https://manife.st/",
   "category": {
    "M": 0,
    "A": 3,
    "C": 2,
    "L": 0,
    "F": 0
   },
   "score": 33,
   "dateNext": "2027-02-08",
   "venue": "The Venetian, Las Vegas, NV",
   "note": "Attendee/company stats + All-Access/Startup/Hosted passes; no app, booth pricing, wifi, or recordings."
  },
  {
   "slug": "afa-air-space-cyber",
   "name": "afa-air-space-cyber",
   "official": "https://www.afa.org/air-space-cyber-conference/",
   "category": {
    "M": 0,
    "A": 1,
    "C": 2,
    "L": 2,
    "F": 0
   },
   "score": 33,
   "dateNext": "2026-09-14",
   "venue": "Gaylord National Resort, National Harbor, MD",
   "note": "Count, free expo entry, booth $/sqft, hotel block, on-demand confirmed; no matchmaking app."
  },
  {
   "slug": "dia-global",
   "name": "dia-global",
   "official": "https://www.diaglobal.org/en/flagship/dia-2026/about/register",
   "category": {
    "M": 1,
    "A": 1,
    "C": 1,
    "L": 1,
    "F": 0
   },
   "score": 27,
   "dateNext": null,
   "venue": null,
   "note": "My DIA AI matchmaking, 4,000+ count, and onPeak housing published; booth pricing gated, no expo pass."
  },
  {
   "slug": "nrf-big-show",
   "name": "nrf-big-show",
   "official": "https://nrfbigshow.nrf.com",
   "category": {
    "M": 0,
    "A": 1,
    "C": 2,
    "L": 1,
    "F": 0
   },
   "score": 27,
   "dateNext": null,
   "venue": null,
   "note": "Attendee count, pricing, free expo pass, hotel block confirmed on official site; no matchmaking app or demographics."
  },
  {
   "slug": "adobe-summit",
   "name": "adobe-summit",
   "official": "https://business.adobe.com/summit",
   "category": {
    "M": 0,
    "A": 0,
    "C": 1,
    "L": 2,
    "F": 1
   },
   "score": 27,
   "dateNext": null,
   "venue": null,
   "note": "Pricing, hotel block, on-demand recordings confirmed; attendee-count/sponsor pages timed out, unverified."
  },
  {
   "slug": "github-universe",
   "name": "github-universe",
   "official": "https://githubuniverse.com",
   "category": {
    "M": 0,
    "A": 0,
    "C": 2,
    "L": 1,
    "F": 1
   },
   "score": 27,
   "dateNext": null,
   "venue": null,
   "note": "Published $ pricing + free virtual pass + on-demand; sponsor/hotel/matchmaking unconfirmed."
  },
  {
   "slug": "geoint",
   "name": "geoint",
   "official": "https://usgif.org/geoint-symposium-2026/",
   "category": {
    "M": 1,
    "A": 0,
    "C": 2,
    "L": 0,
    "F": 1
   },
   "score": 27,
   "dateNext": "2027-05-16",
   "venue": "Kissimmee, FL",
   "note": "Tiered/free-govt pricing, exhibitor bookable meeting rooms, lead retrieval; no attendee count or hotel-block page loaded."
  },
  {
   "slug": "rims-riskworld",
   "name": "rims-riskworld",
   "official": "https://www.rims.org/annual-conferences/riskworld-2026/home",
   "category": {
    "M": 0,
    "A": 0,
    "C": 2,
    "L": 1,
    "F": 1
   },
   "score": 27,
   "dateNext": "2027-04-18",
   "venue": "New Orleans, LA",
   "note": "Registration tiers + free tier, hotel, app page; app shows no matchmaking; booth pricing not public."
  },
  {
   "slug": "oracle-cloudworld",
   "name": "oracle-cloudworld",
   "official": "https://www.oracle.com/ai-world/",
   "category": {
    "M": 0,
    "A": 0,
    "C": 1,
    "L": 2,
    "F": 0
   },
   "score": 20,
   "dateNext": null,
   "venue": null,
   "note": "Rebranded Oracle AI World; priced passes, hotel block, 30-day on-demand confirmed; no attendee count, sponsor pricing, or app."
  },
  {
   "slug": "databricks-data-ai-summit",
   "name": "databricks-data-ai-summit",
   "official": "https://www.databricks.com/dataaisummit",
   "category": {
    "M": 0,
    "A": 1,
    "C": 0,
    "L": 2,
    "F": 0
   },
   "score": 20,
   "dateNext": null,
   "venue": null,
   "note": "25K+ count, hotel block, on-demand confirmed on official pages; pricing/sponsor pages JS-rendered so C/M/F unverified."
  },
  {
   "slug": "apple-wwdc",
   "name": "apple-wwdc",
   "official": "https://developer.apple.com/wwdc/",
   "category": {
    "M": 1,
    "A": 0,
    "C": 0,
    "L": 1,
    "F": 1
   },
   "score": 20,
   "dateNext": null,
   "venue": null,
   "note": "Curated 1:1 expert labs + free session recordings; free online event, no pricing/hotel/attendee stats."
  },
  {
   "slug": "red-hat-summit",
   "name": "red-hat-summit",
   "official": "https://www.redhat.com/en/summit",
   "category": {
    "M": 0,
    "A": 1,
    "C": 0,
    "L": 1,
    "F": 1
   },
   "score": 20,
   "dateNext": null,
   "venue": null,
   "note": "Attendee count + on-demand confirmed; pricing/hotel/wifi/app not verifiable on loaded pages."
  },
  {
   "slug": "datadog-dash",
   "name": "datadog-dash",
   "official": "https://dash.datadoghq.com/",
   "category": {
    "M": 0,
    "A": 1,
    "C": 0,
    "L": 1,
    "F": 1
   },
   "score": 20,
   "dateNext": null,
   "venue": null,
   "note": "Attendee count + on-demand confirmed; no pricing, hotel, wifi, or matchmaking published."
  },
  {
   "slug": "shrm-annual",
   "name": "shrm-annual",
   "official": "https://annual.shrm.org/",
   "category": {
    "M": 0,
    "A": 0,
    "C": 1,
    "L": 2,
    "F": 0
   },
   "score": 20,
   "dateNext": null,
   "venue": null,
   "note": "Pricing, hotel portal, 30-day on-demand confirmed on live pages; exhibitor/sponsor pages 403 so C2/F1 conservatively 0."
  },
  {
   "slug": "imts",
   "name": "imts",
   "official": "https://www.imts.com",
   "category": {
    "M": 0,
    "A": 0,
    "C": 2,
    "L": 1,
    "F": 0
   },
   "score": 20,
   "dateNext": null,
   "venue": null,
   "note": "Reg pricing, free categories (intl/students/media), Passkey housing verified; no app, attendee count, or recordings found."
  },
  {
   "slug": "sema-show",
   "name": "sema-show",
   "official": "https://www.semashow.com",
   "category": {
    "M": 0,
    "A": 0,
    "C": 2,
    "L": 1,
    "F": 0
   },
   "score": 20,
   "dateNext": null,
   "venue": null,
   "note": "Attendee tiers, $24.95-39.95/sqft booth pricing, hotel booking confirmed; public pass is separate (SEMA Fest)."
  },
  {
   "slug": "atlassian-team",
   "name": "atlassian-team",
   "official": "https://events.atlassian.com/team/",
   "category": {
    "M": 1,
    "A": 0,
    "C": 1,
    "L": 1,
    "F": 0
   },
   "score": 20,
   "dateNext": "2026-05-05",
   "venue": "Anaheim Convention Center, Anaheim, CA",
   "note": "Braindates 1:1; tickets $699-1,799 (sold out); on-demand library; no wifi/hotel-link found (2026 date past, 2027 TBA)."
  },
  {
   "slug": "google-io",
   "name": "google-io",
   "official": "https://io.google",
   "category": {
    "M": 0,
    "A": 0,
    "C": 0,
    "L": 1,
    "F": 1
   },
   "score": 13,
   "dateNext": null,
   "venue": null,
   "note": "Free dev keynote; on-demand sessions confirmed on io.google; no pricing/hotel/wifi/networking published."
  },
  {
   "slug": "consensus",
   "name": "consensus",
   "official": "https://consensus.coindesk.com/",
   "category": {
    "M": 1,
    "A": 1,
    "C": 0,
    "L": 0,
    "F": 0
   },
   "score": 13,
   "dateNext": null,
   "venue": null,
   "note": "2026 site rolled to 2027; most detail pages gated/404. Only attendee count + curated networking format confirmed."
  },
  {
   "slug": "sea-air-space",
   "name": "sea-air-space",
   "official": "https://seaairspace.org",
   "category": {
    "M": 0,
    "A": 0,
    "C": 2,
    "L": 0,
    "F": 0
   },
   "score": 13,
   "dateNext": "2027-04-04",
   "venue": "Gaylord National Resort, National Harbor, MD",
   "note": "Tiered prices + free active-duty/govt admission; room block 'currently unavailable' per official page."
  },
  {
   "slug": "twilio-signal",
   "name": "twilio-signal",
   "official": "https://signal.twilio.com/",
   "category": {
    "M": 0,
    "A": 0,
    "C": 1,
    "L": 1,
    "F": 0
   },
   "score": 13,
   "dateNext": "2026-05-06",
   "venue": "Marriott Marquis, San Francisco, CA",
   "note": "Tickets $699-899; on-demand after event; hotel block sold out; no matchmaking/count/wifi (2026 date past, 2027 TBA)."
  },
  {
   "slug": "forrester-b2b-summit",
   "name": "forrester-b2b-summit",
   "official": "https://www.forrester.com/event/b2b-summit-north-america/",
   "category": {
    "M": 0,
    "A": 0,
    "C": 1,
    "L": 0,
    "F": 0
   },
   "score": 7,
   "dateNext": null,
   "venue": null,
   "note": "Only ticket price confirmed live; 2027 hotel/app/exhibitor pages not yet published."
  },
  {
   "slug": "milken-global",
   "name": "milken-global",
   "official": "https://milkeninstitute.org/events/global-conference-2026",
   "category": {
    "M": 0,
    "A": 1,
    "C": 0,
    "L": 0,
    "F": 0
   },
   "score": 7,
   "dateNext": "2027-05-02",
   "venue": "Los Angeles, CA",
   "note": "Invite-heavy; only attendee count (4,000) published. No pricing, hotel, or app details public."
  },
  {
   "slug": "jpm-healthcare",
   "name": "jpm-healthcare",
   "official": "https://www.jpmorgan.com/about-us/events-conferences",
   "category": {
    "M": 0,
    "A": 1,
    "C": 0,
    "L": 0,
    "F": 0
   },
   "score": 7,
   "dateNext": null,
   "venue": "San Francisco, CA",
   "note": "Invite-only, non-transferable; only historical attendee count (8,000+) public; 2027 date not yet announced."
  }
 ],
 "pending": [
  {
   "slug": "gartner-it-symposium",
   "reason": "gartner.com returns Cloudflare 403 on every page. Awaiting JS-capable/manual verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "gartner-data-analytics",
   "reason": "gartner.com returns Cloudflare 403 on every page. Awaiting JS-capable/manual verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "servicenow-knowledge",
   "reason": "servicenow.com returns 403 on every page. Awaiting manual verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "salesforce-connections",
   "reason": "salesforce.com returns 403 on every page. Awaiting manual verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "adobe-max",
   "reason": "max.adobe.com fails TLS cert verification; adobe.com alternates time out. Awaiting manual verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "microsoft-build",
   "reason": "build.microsoft.com is a JS-rendered SPA; content not machine-readable via fetch. Awaiting JS-capable verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "rsa-conference",
   "reason": "Site blocks automated fetch (403) sitewide; no check verifiable on a resolving official page. Awaiting manual/browser verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "black-hat-usa",
   "reason": "403 on every page (registration, sponsors, venue). Search-snippet pricing ($2,999/$999) excluded per official-source rule. Awaiting manual/browser verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "ai4",
   "reason": "Homepage returns 403 to a browser-UA probe (anti-bot); matches confirmed sitewide-block pattern. Probe-triaged pending — re-attempt with a JS-capable/manual tool.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "ausa-annual",
   "reason": "Homepage returns 403 to a browser-UA probe (anti-bot); matches confirmed sitewide-block pattern. Probe-triaged pending — re-attempt with a JS-capable/manual tool.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "beckers-hospital-review",
   "reason": "Homepage returns 403 to a browser-UA probe (anti-bot); matches confirmed sitewide-block pattern. Probe-triaged pending — re-attempt with a JS-capable/manual tool.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "content-marketing-world",
   "reason": "Homepage returns 403 to a browser-UA probe (anti-bot); matches confirmed sitewide-block pattern. Probe-triaged pending — re-attempt with a JS-capable/manual tool.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "fabtech",
   "reason": "Homepage returns 403 to a browser-UA probe (anti-bot); matches confirmed sitewide-block pattern. Probe-triaged pending — re-attempt with a JS-capable/manual tool.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "marketingprofs-b2b-forum",
   "reason": "Homepage returns 403 to a browser-UA probe (anti-bot); matches confirmed sitewide-block pattern. Probe-triaged pending — re-attempt with a JS-capable/manual tool.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "hannover-messe",
   "reason": "Serves JS-rendered nav-only HTML to the fetcher; only the networking page loaded. Awaiting JS-capable verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "automate",
   "reason": "Event site automateshow.com returns 403 on home/pricing/exhibit pages. Awaiting manual verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "social-media-marketing-world",
   "reason": "403 on nearly all subpages (pricing, sponsors, hotel); only the homepage loaded. Awaiting manual verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "asco-annual",
   "reason": "asco.org blocks automated access (403) on the annual-meeting pages. Awaiting manual verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "ahip",
   "reason": "ahip.org returns 403 on all conference URLs. Awaiting manual verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "hfma-annual",
   "reason": "events.hfma.org (pricing/app/agenda) is a JS-only SPA; most ROI checks unverifiable on a loaded page (date/venue confirmed).",
   "dateNext": "2026-06-07",
   "venue": "Gaylord National Resort, National Harbor, MD"
  },
  {
   "slug": "morningstar-investment",
   "reason": "Event pages are JS-only (Cvent), fetched empty; no ROI check verifiable on a loaded official page (date/venue venue-confirmed).",
   "dateNext": "2026-06-17",
   "venue": "Navy Pier, Chicago, IL"
  },
  {
   "slug": "pack-expo",
   "reason": "Official site returns 403 to automated fetch. Awaiting manual verification.",
   "dateNext": null,
   "venue": null
  },
  {
   "slug": "vmware-explore-us",
   "reason": "Main page confirms date/venue but pricing/product pages are JS-SPA (empty to fetch); no ROI check verifiable (date/venue captured).",
   "dateNext": "2026-08-31",
   "venue": "The Venetian Convention & Expo Center, Las Vegas, NV"
  }
 ],
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