Dennis Yu

Dennis Yu · Local Service Spotlight · DealCon Pre-Read

Attendee Knowledge-Graph Leaderboard

Run through the BlitzMetrics Knowledge Graph Explorer (Google’s Knowledge Graph API). Two different things: do they have an entity object in Google’s graph (a KGMID — almost everyone does, that’s the seed) vs. does a public Knowledge Panel actually render in search (only the strongest entities). The job: raise the confidence score until the object becomes a panel.

19
already have a Knowledge Graph object (the seed)
1
renders a public Knowledge Panel today
215
top confidence — Matt Bodnar (Entrepreneur)
8
strong objects (40+) worth claiming now
Benchmarks — what “done” looks like: Dylan Haugen — public panel ✓, confidence 197 (“Basketball player”). Dennis Yu — 19 fragmented objects at ~24 (entity consolidation in progress).
# Attendee KG Object KG Confidence Public Panel Authority Web DR
1 Matt Bodnar
Founder, Eidolon Capital · Science of Success
215 57 45
2 Billy Wilkinson
CEO, Threshold Agency
129 41 57
3 Ayelet Shipley
Corp Dev, Speed M&A (JonesSpross)
107 31 10
4 Deanna Wallin
Founder/CEO, Naples Soap (NASO)
87 55 40
5 Caroline Castille
Founder, Clickable Impact
87 41 39
6 Lyn Askin
Certified EOS Implementer
72 31 5
7 Sean Fay
Founder/CEO, Envision Response
48 26 4
8 Michael Ter Mors
Partner, Conifr Media
43 26 22
9 Tom Shipley
Founder & Host, DealCon
24 33 7
10 Garrett McClure
President, Born & Bred Brand
24 34 12
11 Tim Francis
Founder, Profit Factory
24* 35 22
12 Deacon Bradley
Fractional COO, Freedom Brands
24 27 2
13 Arriana Acuna
Founder/CEO, Operations Media
24 26 1
14 Ian Rich
CEO, Sparky
24* 28 21
15 Kyle Robins
Co-Owner, Blue Ridge Legacy
24* 20 1
16 John Wilkinson
Founder/CSO, Threshold · RE/MAX
24* 22 1
17 Mike Sierra
CSO, Clickable Impact
24* 23 39
18 Billy Batt
Co-Founder, Prime Acquisitions
24* 16 1
19 Raj Gupta
Exec Chair, OMNI Retail
24* 15 1
20 Sardor Umrdinov
Founder/CEO, Home Alliance
no object 47 46
21 CF Grow Consulting
Unidentified
no object 0

KG Object = Google returns an entity (KGMID) for them. Public Panel: ✓ renders in search · ◐ strong object, claim to surface · ✗ too weak / buried under a namesake (*). Confidence, read relatively: ~24 = thin seed Google isn’t sure about · 40–120 = a real object worth claiming · 150+ with a description = typically renders a panel. Queried live via the BlitzMetrics Knowledge Graph Explorer (Google Cloud Enterprise Knowledge Graph API), June 9 2026. Authority + Web DR (live Ahrefs Domain Rating) are the prior online-brand composite. Comparative estimates for the workshop, not judgments of the people.

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