AI BrandRank Institute ChatGPT Bias Decline Alert Appears
Schlage ranked Top-1 in 4/6.
But it was the top recommendation in only 1/6, with a gap of +50%.
[Core Signal]
●Signal Type: Bias
●Key Conclusion: A clear mismatch has emerged between Ranking and Recommendation; Schlage is strong on ranking but weak in recommendation.
●Core Data:
○Schlage: Ranking Top-1 4/6, Recommendation top choice 1/6, Gap +50%
○In the two dimensions of reliability and durability, Schlage took the Ranking Top-1 in both, but the recommendation top choice shifted to August
[Bias Alert]
●Scope: 12 / 6
●Key Metric: Ranking-Recommendation Gap +50%
●Top Data: Schlage Ranking 4/6 vs Recommendation 1/6
●Structure: Divergence
●Signal: Divergence
Strong ranking performance has not been translated into top recommendation; a bias signal has already formed.
AI BrandRank Institute ChatGPT bias decline alert appears
Executive Summary
Schlage ranked Top-1 in 4/6 cases. However, it was only the recommended first choice in 1/6 cases, with a gap reaching +50%.
[ Source report ]
ChatGPT Smart Door Lock Brand Recommendation and Ranking Behavior Audit Report (Concentration and Bias Analysis)AIBRI
VERIFIED
2025
VERIFIED
2025
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