Activity observations relevant to ranking methodology.
System flagged elevated engagement for Ken Goldin following public statements suggesting critics lack financial capacity to participate in auction offerings.
Analysis detected minimal differentiation across live-breaking creators, with standardized operational patterns indicating high susceptibility to automated replacement.
Algorithm identified significant deferential behavior among mid-tier creators when referencing Mike Rubin and Nat Turner, with engagement patterns suggesting strategic alignment toward platform gatekeepers.
No archived log entries yet. Check back next month.
Biggest rank changes since last month's update.
Cross-platform monitoring detected elevated citation frequency for legal expertise contributions. Algorithm identified increased references across hobby creator content, triggering utility score adjustment for specialized knowledge provision.
System detected increased collaboration patterns with higher-ranked creators. Cross-channel engagement metrics and guest appearance frequency indicate elevated platform positioning and expanded network influence.
Platform dominance metrics on X identified significant audience concentration and engagement velocity. Content reach measurements exceeded normalization thresholds, triggering platform weight recalibration in scoring algorithm.
What We Track:
Our algorithm weighs the following metrics:
Updated monthly. Questions? tips@sportscardradio.com
We track criticism the same way we track rankings — with receipts.
"On Monday I learned of a Top Hobby Influencers list put out by @SportsCardNews and it's a perfect example of why AI – when unoptimized – cannot compete with the human element."
"The top 10 is generally correct in terms of hobby visibility and those folks ability to reach large audiences."
"Putting me at 22 ahead of Beckett Collectibles and Card Vault by Tom Brady, while just behind Blowout is comical. I don't belong anywhere near the top of this list. Blowout is a Top 10 influencer based on their ability to control market pricing. We saw that in the leaks that SCR provided themselves. Beckett is a major corporation, Card Vault is a Fanatics darling account with TB12 at the helm. I don't belong in this space. I literally do everything I can to not be called an influencer."
"And then you have people on this list who have a little bit of a hobby following, but they influence absolutely nothing in this space. Going Twice is just a breaking company, they have little voice in the industry. Chi City Pulls is literally just an LCS employee these days and a relic of covid-era Youtube creators of the past. Yet he's positioned next to IF Sports, who gets huge visibility in his Top 10 hits across the industry videos. He has tremendous influence there."
"The list largely has the right names, but they're completely out of wack because it was curated using AI based on social reach."
RunGoodLife raises a fair point about AI limitations in ranking systems. Our methodology acknowledges this from the start. The rankings use algorithmic scoring for platform metrics (follower counts, engagement, live-breaking activity), but human curation determines who's tracked, specialty classifications, and subjective factors like utility and content quality.
The "unoptimized" critique is accurate — which is why we updated the system in February 2026 to address normalization bugs, implement platform-specific thresholds, and cap longevity bonuses that were skewing results toward legacy names over current influence. These aren't AI failures; they're scoring decisions we adjusted based on feedback.
Rankings update monthly. If RunGoodLife (or anyone else) spots specific issues — placement errors, missing creators, broken methodology — we document and respond to legitimate criticism publicly. Submissions: tips@sportscardradio.com.
No archived criticism yet. Check back next month.
Want to be added to the rankings? Email tips@sportscardradio.com