Subcategory · AI Citation Index
RAG Platforms
RAG Platforms shows no consensus yet—six brands tracked, zero prompts logged, and a volatile three-month sample trending downward from 46 to 17.
0 discovery queries · refreshed Oct 12, 2026
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Brands to know
In this category
Contextual AI
Leads with a score of 46, drawn from the August single-prompt sample. No subsequent citation data to validate momentum.
Read brand profile →Carbon
Tied at 34 with Needle. Both appear in the September–October window but lack the volume to demonstrate sustained buyer attention.
Read brand profile →Needle
Matches Carbon at 34. No breakout signal in the sparse dataset; presence is noted but not differentiated.
Read brand profile →Haystack
Scored zero, indicating enumeration without endorsement. Catalogued but uncited in the available prompt set.
Read brand profile →Vectara
Null score: tracked but absent from all citations. No evidence of buyer or AI consideration in this sample.
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