I kept seeing the same Bubble problem: the API or AI step succeeds, the JSON technically exists, but the next workflow step still cannot use the values cleanly.
I built SchemaField Mapper to handle that narrow pain.
What it does:
- takes JSON text you already received
- extracts the paths you care about
- enforces required fields
- returns clear errors when the shape is wrong
- keeps the result usable inside Bubble workflows
Good fit for:
- OpenAI / Anthropic / API Connector responses
- nested JSON objects
- webhook payload inspection
- backend workflow return data that needs predictable fields
Not a fit for:
- calling the model or API for you
- writing to the database automatically
- repairing totally broken output by magic
Demo:
https://schemafield-mapper-demo.bubbleapps.io/version-test
If anyone is stuck on Bubble response mapping pain, I am happy to compare the use case against the current plugin scope.