Real ChatGPT answer · index seed74MhevoN8E8completeAutomotive · car repair and maintenancecomparison
My check engine light just came on and I am at an auto parts store right now trying to decide what is the best OBD2 scanner for beginners that costs under one hundred dollars.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My check engine light just came on and I am at an auto parts store right now trying to decide what is the best OBD2 scanner for beginners that costs under one hundred dollars.
1 real search · 1 real-search pass
best beginner OBD2 scanners under $100 2026 Foxwell NT301 Innova 3100 Ancel AD310 comparisonGoogle ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
best beginner OBD2 scanners under $100 2026 Foxwell NT301 Innova 3100 Ancel AD310 comparison Google ↗
- Best OBD2 Scanners Under $100 (2026) · carcodefinder.com
- 8 Best OBD2 Scanner Under $100 (October 2026) Expert Reviews · minormania.com
- We Tested OBD-II Scanners at Every Price—These Are the Ones We’d Actually Buy · autos.yahoo.com