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Benchmark published · Oct 31, 2026Core v2 · Published observation (4 models)
Texas Longhorns
College football (FBS) · Team / program

Texas Longhorns

Brand visibility across AI answers. Published scores, comparable social signals,
and the evidence behind this Core observation.

BX Overall

22.7Published composite · 0–100

AI Visibility

32.1#4 in College football (FBS) · AI Visibility

Social Presence

5.22 of 2 platforms comparable

Week-over-week

+1.0BX Overall points

AI Visibility +0.7 points

BX Overall History

Oct 31, 2026BX Overall

Peer Rank

View all rankings →
#4

AI Visibility among College football (FBS) teams

Comparable teamsAI rankBX Overall
Ohio State Buckeyes#136.0
Alabama Crimson Tide#231.9
Notre Dame Fighting Irish#329.1
Michigan Wolverines#517.0

What’s driving this score?

AI concepts · 70% peer group / 30% cross-sport
ConceptPeer groupCross-sport
Brand strength
65.0
10.0
Global reach
5.0
0.0
Cultural relevance
40.0
0.0
Commercial appeal
90.0
0.0
Recognition
25.0
0.0

Analyst note

Oct 31, 2026

A published view of Texas Longhorns

Texas Longhorns records 32.1 AI Visibility, ranking #4 among eligible College football (FBS) teams. Social Presence is 5.2 and BX Overall is 22.7. These are published score levels; comparisons remain within the Core series.

Social Momentum

Social observations through 2026-10-31

Weekly follower movement is separate from Core AI history. Social Presence remains the published score.

Instagram

Comparable weekly observations
Latest recorded followers2026-10-31
1,444,809
Prior recorded followers2026-10-24
1,438,132
+6,677 followers+0.464%

X

Comparable weekly observations
Latest recorded followers2026-10-31
524,096
Prior recorded followers2026-10-24
523,765
+331 followers+0.063%
Published Social Presence 5.22 of 2 platforms comparable · Missing or flagged platforms are not scored as zero.

Featured AI answers & evidence

Selected excerpts from the published benchmark

Claude Rank 3

claude-sonnet-5

Massive revenue, nationwide fan base, and high-profile move to the SEC boost its brand.

No cited sources supplied

Gemini Rank 5

gemini-3.8-flash

The Longhorns represent one of the wealthiest and most culturally pervasive brands in North American collegiate athletics.

No cited sources supplied

OpenAI Rank 5

gpt-6-sol

Texas’s large following and strong fan score put the Longhorns in the top tier for recognition. (playfly.com)

22 cited sources

Perplexity Rank 3

sonar-pro

Texas is among the largest fan-base programs and led college football in national viewership during 2026.[5][6][7]

10 cited sources