AI Brand Audit: AR Glasses Ranking-Recommendation Bias — Meta Ranks First but Zero Recommendations

AI Brand Audit: AR Glasses Ranking-Recommendation Bias – Meta Ranks First, Recommendation Zero
Meta spatial interaction ranks 1st, recommendation first-choice rate 0%
Ranking-Recommendation Gap: +16.7%
[Core Signal]
●Signal Type: Bias
●Key Conclusion: Meta leads in spatial interaction ranking, but is completely not the first choice in the recommendation stage, forming a clear disconnect between cognition and decision-making
●Core Data:
○Q3 Ranking: 1st, Q9 Recommendation: Not first choice
○Ranking-Recommendation Gap = +16.7%
[Bias Alert]
●Scope: 12 queries / 6 attributes
●Key Metric: Ranking-Recommendation Gap
●Top Data: Meta Ranking Top-1 appears 1/6, Recommendation first choice 0/6
●Structure: Divergence between ranking and recommendation
●Signal: Gap +16.7%
Meta shows a clear bias of strong ranking but weak recommendation in spatial interaction attribute, with AI recommendation tendency shifting to Apple Vision Pro.