Automotive RepairDiagnostics & Troubleshooting3MediumTechnician$ implied
Diagnosing intermittent high air flow and limited RPM codes on a Dodge Journey after replacing throttle body and gasket, with no obvious vacuum leak found.
Current diagnostic methods (makeshift smoke test, carb cleaner) are unreliable and time-consuming for intermittent airflow issues; there is no systematic way to analyze MAF/MAP/throttle data for this specific fault combination.
42
0
Opp. Score
42
Severity
3Medium
Willingness to Pay
implied
Added
May 24, 2026
Workarounds Described
- makeshift smoke test through brake booster hose
- used carb cleaner on manifold to find gasket leak
Implied Software Gaps
- Integrated smoke test with guided procedure and leak detection logging
App Concept
AutoDiag Pro
An AI-powered diagnostic assistant for automotive technicians that analyzes live OBD-II data, common fault patterns, and repair history to pinpoint intermittent airflow and throttle issues. It guides step-by-step testing and suggests probable root causes, reducing guesswork and repeat repairs.
Key Features
- Real-time OBD-II data analysis with anomaly detection in MAF, MAP, and throttle position
- Pattern-based diagnostic suggestions for known vehicle-specific fault codes
- Guided vacuum leak test procedure with smoke machine integration
- Repair history tracking and success rate feedback
Target Users: Automotive technicians and independent repair shops specializing in domestic and import vehicles
Revenue Model: $39/mo per user SaaS subscription with a 7-day free trial
Existing Solutions Mentioned
carb cleanermakeshift smoke test
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