Real ChatGPT answer · index seedRqtc96COuiMcompleteMarketing and advertising · AI search and generative engine optimizationbrand
Does the Semrush AI search toolkit provide accurate share-of-voice metrics for OpenAI's search integration, or are third-party tools like Profound better?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does the Semrush AI search toolkit provide accurate share-of-voice metrics for OpenAI's search integration, or are third-party tools like Profound better?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Semrush AI Toolkit AI search share of voice OpenAI ChatGPT search tracking methodology 2026 Google ↗
Profound AI search analytics share of voice ChatGPT search tracking methodology sources citations Google ↗
- Where does the data in Semrush’s AI Visibility Toolkit come from? · semrush.com
- How to measure AI share of voice using Semrush · semrush.com
- Comprehensive Prompt Tracking Tool for AI Search Performance · tryprofound.com
- About Answer Engine Insights · help.tryprofound.com
- Prompt Research Reports: AI Search Prompt Tracking · tryprofound.com
- Introducing the Profound Index · tryprofound.com
- Interpret Answer Engine Insights v2 · help.tryprofound.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Semrush AI Toolkit AI search share of voice OpenAI ChatGPT search tracking methodology 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Profound AI search analytics share of voice ChatGPT search tracking methodology sources citations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |