Looking for prediction market bu.lder

Hey everyone. I’m building a pretty big Bubble app and I need help with the technical setup — mainly around APIs, data structure, and workflow logic.

Here’s what the app needs to do (high level, no sensitive logic):


What the app is supposed to do

The app has multiple categories:

  • Sports

  • Weather

  • Crypto

  • Markets

Each category will eventually display data and some result/output based on the data.
(I’m NOT asking for help with the formulas or predictions — just the technical side.)


What I need help with

:one: Pulling external data

I need the app to be able to fetch data from public APIs, such as:

  • Sports game data

  • Weather station observations (ex: NWS / NOAA)

  • Crypto pricing

  • Market/event data

I’m stuck because the NWS API requires a User-Agent header and the Bubble API Connector is blocking it, so I can’t get weather observations to load.

If anyone knows:

  • A workaround

  • A plugin

  • A proxy

  • Or a correct setup for NWS in the newest version of Bubble’s API Connector

…that would help a lot.


:two: Manual mode + automatic mode

I want each category to have:

  • Manual input mode (user types data manually)

  • Automatic mode (Bubble fetches data from APIs)

Not sure of the cleanest Bubble architecture for switching between the two.


:three: Structuring the app

I’m looking for advice on:

  • How to organize the database

  • How to run workflows cleanly

  • How to store results

  • How to structure the UI for multiple categories

  • Best way to trigger external API calls without overcomplicating things


NOT asking for help with any formulas or prediction logic

Just want help with:

  • API setup

  • Data flow

  • Architecture

  • Fetching weather + sports data cleanly in Bubble

  • Making sure automatic mode can actually pull data


If anyone has experience with multi-API apps

I’d appreciate some direction or examples.

Thanks! :folded_hands:

1 Like

This might be a good fit for coaching. I would be happy to assist. :blush:

Hi @michaelowens7252006 This is perfect fit for our team at Lowcodeflow. Please check my message. Looking forward to hearing from you :slightly_smiling_face:

Hi @michaelowens7252006

I have experience working with multi api applications on bubble I believe we will be a good fit :+1:t3:

sent you a message let’s connect or you could set up a meeting on my Calendly

Here: Calendly

Hi,

This sounds like something I can help with

If you are looking for someone to come in and handle the technical side cleanly, feel free to reach out.
Happy to talk through scope and next steps.

You can reach out to me on my email here

Colin

We can absolutely help. Kindly check out my DM @michaelowens7252006 . Thanks.

Best,
Jayson Tobes
BDR, RapidDev