Real ChatGPT answer · index seedNLLuDwU5zPYcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
Are there any open source tools for auditing a WordPress site for AI search performance since we cannot afford the top tier enterprise SEO platforms?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any open source tools for auditing a WordPress site for AI search performance since we cannot afford the top tier enterprise SEO platforms?
3 real searches · 1 real-search pass
open source AI search visibility audit tools GitHub LLM search monitoring GEO SEO WordPress 2026Google ↗
OBSERVEDOther / navigational
open source SEO crawler website audit self hosted GitHub WordPress SEOnaut SiteOne CrawlerGoogle ↗
OBSERVEDOther / navigational
GitHub tools track brand visibility ChatGPT Perplexity citations AI search analytics open sourceGoogle ↗
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). 3 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
open source AI search visibility audit tools GitHub LLM search monitoring GEO SEO WordPress 2026 Google ↗
open source SEO crawler website audit self hosted GitHub WordPress SEOnaut SiteOne Crawler Google ↗
GitHub tools track brand visibility ChatGPT Perplexity citations AI search analytics open source Google ↗
- GitHub repository · github.com
- GitHub repository · github.com
- WordPress plugin · wordpress.org
- GitHub repository · github.com
- GitHub repository · github.com
- GEO Audit · github.com
- CrawlSEO · github.com
- Limelit Open · github.com
- Booltools SEO Crawler · booltools.github.io
- GitHub - crawlseo/crawlseo: Open-source SEO monitoring. GSC + Site Crawler + Core Web Vitals in one dashboard. · git.mitgai.net
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source AI search visibility audit tools GitHub LLM search monitoring GEO SEO WordPress 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
open source SEO crawler website audit self hosted GitHub WordPress SEOnaut SiteOne Crawler OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub tools track brand visibility ChatGPT Perplexity citations AI search analytics open source OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |