Subcategory · AI Citation Index
AI Knowledge Bases
AI Knowledge Bases show no consensus shortlist yet; Curiosity leads at 58, Guru rising +12, but sample sizes remain thin across all months.
0 discovery queries · refreshed Oct 14, 2026
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Brands to know
In this category
Curiosity
Tops the category at 58, driven by a single September cite. Without follow-on volume, the score reflects potential rather than sustained traction.
Read brand profile →Guru
Tied at 46 but marked rising with a +12 delta. The momentum indicator suggests incremental pickup, though absolute citation counts remain low.
Read brand profile →Starmind
Also scores 46. Enterprise-focused expertise-location positioning may drive narrow, high-intent queries that lack broad prompt diversity.
Read brand profile →Carbon
Mid-pack at 34. Developer-API heritage may limit visibility in business-buyer prompts, keeping citation frequency modest.
Read brand profile →Bloomfire
Scores 8, well below category average of ~30. Traditional knowledge-management incumbents trail purpose-built AI platforms in LLM recommendation flow.
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