Source forensics
Source host quality leaderboard
Some sites publish clean agendas. Others publish thin listings, duplicated slices, or lead pages.
Direct answer: Source quality matters because the score can only judge visible public evidence.
Top Source Hosts by Volume
547
339
313
297
256
243
242
236
226
225
211
208
208
208
197
188
177
167
165
159
157
155
154
144
143
Source Host Links
industryevents.com547 records, average GES 14.7festival.si.edu339 records, average GES 15.6amportal.astro.org313 records, average GES 23.3sc25.conference-program.com297 records, average GES 21.7ces.tech256 records, average GES 19.5neurips.cc243 records, average GES 30.5s2026.conference-schedule.org242 records, average GES 18.5s2025.conference-schedule.org236 records, average GES 16.2aspenideas.org226 records, average GES 19.2espc.tech225 records, average GES 29.9smartcityexpo.com211 records, average GES 23.5vegas.insuretechconnect.com208 records, average GES 18.9labiennale.org208 records, average GES 22.7indico.un.org208 records, average GES 12.8ep2025.europython.eu197 records, average GES 25.0conference.iste.org188 records, average GES 23.2claremontca.gov177 records, average GES 21.8conferences.techwell.com167 records, average GES 31.2eucyberact.org165 records, average GES 19.2devlearn.com159 records, average GES 20.9event.ascd.org157 records, average GES 24.8diaglobal.org155 records, average GES 24.7starwest.techwell.com154 records, average GES 26.0baybookfest.org144 records, average GES 20.5asn-online.org143 records, average GES 31.6iclr.cc141 records, average GES 27.9events.rdmobile.com140 records, average GES 23.3roboticsconference.org129 records, average GES 20.8bookfest.tulane.edu123 records, average GES 16.7public-health.magnusconferences.com117 records, average GES 20.2
What To Do Next
Every page should leave the reader with a move they can make, not just a fact they can quote.
- Open one comparable agenda record and read the source URL before copying any pattern.
- Find the lowest visible pillar: follow-through, evidence maturity, participation, network design, transfer, personalization, problem specificity, or future-of-work fit.
- Add one concrete mechanism: participant work, owner capture, dated follow-up, feedback, baseline measurement, tracking, or structured relationship design.
- Write down what evidence would make the gathering worth funding again.
- Do not use satisfaction or attendance as the only effectiveness proof.
Choose Your Path
Different readers need different first clicks; the corpus should make the useful path obvious.
Event ownersBenchmark the agenda before the budget is locked.SponsorsInspect whether the agenda creates qualified movement, not just visibility.Event designersTurn passive blocks into participant work and proof loops.CEOsFund gatherings with visible outcomes, owners, and follow-through.Data partnersTurn public event listings into agenda intelligence.
Answer Engine Notes
Does a source-host score rate the event itself?
No. It rates visible public agenda evidence from that host.
Why does source quality matter?
Bad source structure creates duplicates, thin pages, missing sessions, and weak evidence boundaries.