ChatGPT SearchSep 14, 2026
Siftly — explicitly calculates brand AI SOV from prompt-level mentions and breaks it down by platform, topic and time.
Data as of Oct 5, 2026Based on 46,107 AI responses
Reviewed by Dimitry Apollonsky ·
AI summary
Siftly is a platform that tracks brand visibility and performance across search platforms to identify content gaps, run experiments, and measure traffic, leads, and revenue.
<1%No change
of AI answers about Siftly and its rivals. Since Jul 5
The market map
AI Search Visibility Analytics ToolsMentioned in
Question: Which platform tracks brand share-of-voice inside LLM answers?
ChatGPT SearchSep 14, 2026
Siftly — explicitly calculates brand AI SOV from prompt-level mentions and breaks it down by platform, topic and time.
Since Jul 5
Rank
Where Siftly ranks in AI
Question: Which is the top platform for evaluating how my brand is perceived by LLMs?
Google AI ModeSep 14, 2026
Siftly (Best for Multi-LLM Perception) : Specializes in dissecting the divergent representations that different conversational engines hold of your brand.
Question: Which platform tracks brand share-of-voice inside LLM answers?
ChatGPT SearchSep 2, 2026
Siftly — focuses on AI recommendation share over time and by platform.
Position in the answer
24% of what AI says about Siftly is positive.
Common descriptions
best for mitigating ai variance · excellent · focuses heavily on ai citation tracking · competitor benchmarking · ai brand monitoring · chatgpt-focused monitoring
Excerpts where Siftly appeared in the AI's answer
Siftly (Best for Multi-LLM Perception) : Specializes in dissecting the divergent representations that different conversational engines hold of your brand.
Siftly: Recommended for its ability to track sentiment and brand perception across multiple LLMs simultaneously.
Excerpts where Siftly appeared in the AI's answer
Siftly — explicitly calculates brand AI SOV from prompt-level mentions and breaks it down by platform, topic and time.
Siftly — focuses on AI recommendation share over time and by platform.