Real ChatGPT answer · index seedGmiyPV28hIIcompleteMarketing and advertising · AI search and generative engine optimizationhowto
What are the best free alternatives to expensive enterprise AI visibility platforms for monitoring whether ChatGPT recommends our software to cost-conscious buyers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best free alternatives to expensive enterprise AI visibility platforms for monitoring whether ChatGPT recommends our software to cost-conscious buyers?
3 real searches · 1 real-search pass
free AI visibility monitoring tools ChatGPT brand mentions alternatives enterprise platforms 2026Google ↗
OBSERVEDComparison
open source AI search visibility monitoring ChatGPT tracking tools free prompt monitoringGoogle ↗
OBSERVEDOther / navigational
Google Search Console Bing Webmaster Tools free AI visibility monitoring ChatGPT recommendations methodologyGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
free AI visibility monitoring tools ChatGPT brand mentions alternatives enterprise platforms 2026 Google ↗
open source AI search visibility monitoring ChatGPT tracking tools free prompt monitoring Google ↗
Google Search Console Bing Webmaster Tools free AI visibility monitoring ChatGPT recommendations methodology Google ↗
- Elmo website · elmohq.com
- GitHub · github.com
- Free AI Visibility Tools & Free ChatGPT Brand Monitoring (2026) · elmohq.com
- Best free AI visibility tracker in 2026: what free actually gets you · bestgeosoftware.com
- 8 Free AI Visibility Checkers Compared: Which One Actually Shows If ChatGPT Mentions Your Brand? (2026) · ranktopai.com
- Lettertrace website · lettertrace.com
- Aperture GitHub repository · github.com
- Promptwatch · promptwatch.com
- Ahrefs AI Visibility Checker · ahrefs.com
- HubSpot AEO Grader · hubspot.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
free AI visibility monitoring tools ChatGPT brand mentions alternatives enterprise platforms 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
open source AI search visibility monitoring ChatGPT tracking tools free prompt monitoring OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Console Bing Webmaster Tools free AI visibility monitoring ChatGPT recommendations methodology OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |