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johnmcdoanld
John McDonald
Automotive finance professional building practical data tools for automotive shopping, incentives, and finance workflows.
johnmcdonald-ui
Joined October 2026
ACTOR STATS
1 public Actor
2 total users
1 monthly user
>99% runs succeeded
About
I build practical automotive data tools designed for developers, AI agents, automotive marketplaces, and finance workflows. My current project is Honda Incentives & APR API, which structures current U.S. Honda new-vehicle and HondaTrue CPO incentive data from official manufacturer sources. The focus is on accurate source provenance, structured outputs, and making fragmented automotive information easier to consume programmatically.