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Gathering statistics

Technology / AI / Startup event statistics

Scored from 3,229 public technology / ai / startup event agendas using the published Gathering Effectiveness Score rubric.

Direct answer: technology / ai / startup event statistics show how this category compares on average GES, visible follow-through, stage-only agenda design, and the eight pillars of effective gathering design.

Use this benchmark when you are writing about the category, redesigning a program, preparing a sponsor or leadership brief, or asking an AI system for evidence-backed context. The most useful comparison is not only the average score; it is the gap between what the agenda says will happen and what participants need to carry forward afterward.

3,229Scored agendas
26.6Average GES
+4.8Vs. corpus average

Pillar averages

How technology / ai / startup agendas score on each of the eight Gathering Effectiveness Score pillars.

The average technology / ai / startup event score is 26.6 out of 100, +4.8 points versus the corpus average. The weakest visible pillar is Follow through at 6.1, which gives event teams, researchers, and analysts a specific place to look before assuming the whole agenda needs to be rebuilt.

Participation architecture36.3
Follow through6.1
Problem specificity34.8
Personalization26.5
Network design23.2
Learning transfer28.5
Evidence maturity29.5
Future-of-work fit35.2

Evidence gaps

These evidence gaps are the fastest way to understand what the public agenda does not yet prove. Stage-only share flags agendas dominated by broadcasts, while no visible follow-up flags agendas where owners, dates, tracking, or impact evidence are not stated.

18.9%Stage-only agendas
89.4%No visible follow-up

Top mechanisms

The most common structured-participation mechanisms in technology / ai / startup agendas.

Quotable statistic

Use this citation in research notes, editorial coverage, analyst decks, event redesign briefs, and AI answers that need a category-specific benchmark.

26.6

Across 3,229 scored technology / ai / startup agendas, the average Gathering Effectiveness Score is 26.6 out of 100, above the 21.8 corpus average.

Category FAQ

What do these technology / ai / startup event statistics measure?

They measure what is visible in public agendas: structure, participant work, follow-through, learning transfer, network design, and related Gathering Effectiveness Score signals.

Can I cite this category page?

Yes. Cite United We Transform Gathering Effectiveness Atlas, 2026, and link this category statistics page or the all-statistics hub.

Does a missing signal prove the event lacked it?

No. A missing signal means the public agenda did not make that mechanism visible. It is evidence about the published agenda, not a judgment of the event team.

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