CategoryRank
Thin signal at this depth·AI panel Core AI Index·observed week 2026-W24

Vcxo

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AI ≠ buyer search · partial·52% match

Only 30–55% of Google searches for this category use words matching AI’s description. Open the category to see AI’s words and buyers’ words side by side.

slug: vcxo
Thin signal at this depth

AI does not yet form a stable brand field at this granularity.

Across the consensus panel, only 1 brand meets the sustained-mention floor for Vcxo. The models talk about this part family at a broader granularity, where the field forms.

Cleaner field at parent category
Clock Timing132 brands in the full field
How the ranking is made

Brands appear on this board when at least 2 of 4 Core vendors mention them in this category across at least 8 weeks at average saliency ≥ 60 / 100. Rank is by share of total mention volume within the category.

Evidence base

Substrate: cr_per_kim_slug_competing_set_core_ai_index_aliasmap_v3_layer2 · week 2026-W24 · 1 brands in this category. Identity normalized via verified successor map + alias-collapse v2. Figures reproducible from methodology.

What this is not

This is the public category rank. It is not an SEO product or an optimization service. It renders what AI says. Per-brand vantage alignment, supply geography, and keyword arbitrage open with a subscription.