Real ChatGPT answer · index seed2jUVLWSPFjgcompleteAutomotive · car repair and maintenancecommercial
What is the absolute cheapest reliable OBD2 scanner for beginners that can clear fault codes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the absolute cheapest reliable OBD2 scanner for beginners that can clear fault codes?
1 real search · 1 real-search pass
best cheap reliable OBD2 scanner clear codes beginner ANCEL AD310 Innova 3011 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
best cheap reliable OBD2 scanner clear codes beginner ANCEL AD310 Innova 3011 2026 Google ↗
- Best OBD2 Scanner Under $50? 5 Picks Ranked (2026) · obdadvisor.com
- This Budget-Friendly OBD-II Scanner Is On Sale at Amazon for Just Under $25 · caranddriver.com
- View at Walmart · walmart.com
- 8 Best OBD2 Scanner Under $100 (October 2026) Expert Reviews · minormania.com
- 7 Best Budget Code Readers for Beginners (October 2026) Trusted Reviews · minormania.com