Based on the beta information disclosed in the article, Cardog's current major limitations include:
- language limitation: only optimize English queries, Chinese processing may have semantic comprehension bias
- Data coverage: Insufficient data completeness for certain niche models or emerging markets
- account system: Cloud synchronization is not implemented, and changing devices will result in the loss of local management data
- response time: Complex queries (e.g. "Compare 10 hybrid SUVs") may take longer to process.
Speculating from social media feedback, there are possible iterations of future versions:
• augmented reality application: Quick access to information by recognizing vehicles with cell phone cameras
• Integration of financial instruments: Derivative services such as loan calculations, insurance comparison, etc.
• user community: Supplement AI data by allowing owners to share real-life usage reviews
• OBD interface docking: Read vehicle fault codes directly for analysis
Users are advised to check the official changelog regularly, as feature changes may be more frequent during the testing phase.
This answer comes from the articleCardog: Vehicle Information Research and Intelligent Analysis of Automotive Market Data》































