Real ChatGPT answer · index seed5fAExS5MIKIcompleteMarketing and advertisinghowto
Are there any open-source scripts or free methods to monitor how often my company name appears in generative search engine results?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any open-source scripts or free methods to monitor how often my company name appears in generative search engine results?
3 real searches · 1 real-search pass
open source AI visibility monitoring tools GitHub LLM brand mentions tracking ChatGPT Perplexity scriptsGoogle ↗
OBSERVED
GitHub generative engine optimization GEO monitoring open source LLM visibility trackerGoogle ↗
OBSERVED
free ways monitor brand mentions in ChatGPT Perplexity Gemini AI search results API 2026Google ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
open source AI visibility monitoring tools GitHub LLM brand mentions tracking ChatGPT Perplexity scripts Google ↗
GitHub generative engine optimization GEO monitoring open source LLM visibility tracker Google ↗
free ways monitor brand mentions in ChatGPT Perplexity Gemini AI search results API 2026 Google ↗
4 cited sources
- GitHub repository · github.com
- GitHub repository · github.com
- Lettertrace website · lettertrace.com
- GitHub repository · github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source AI visibility monitoring tools GitHub LLM brand mentions tracking ChatGPT Perplexity scripts OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
GitHub generative engine optimization GEO monitoring open source LLM visibility tracker OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
free ways monitor brand mentions in ChatGPT Perplexity Gemini AI search results API 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |