Launch an Industry Price and Rate Data API

Financial market data is a fortress, but the prices most industries actually run on (lumber by region, trucking lanes, used equipment, recycled materials) live in PDFs, calls, and member newsletters; whoever structures one of those into a reliable feed becomes infrastructure for that industry's software and gets renewed on autopilot.

1. 1

   Find the price people phone around for

   Every industry has a number workers chase weekly: a regional material price, a lane rate, a resale value. If the current answer is 'call three suppliers' or 'check a paywalled PDF', that number wants to be an API.

2. 2

   Validate with five buyer conversations

   Talk to software vendors, brokers, and analysts in the niche. Ask how they get the number today, how often they need it, and what being wrong costs. Mission-critical daily numbers support real pricing; nice-to-know numbers do not.

3. 3

   Secure sources you are allowed to sell

   Public postings, contributed data from industry participants, direct supplier partnerships, and licensed feeds, with written permission where data is not clearly public. Reselling somebody's proprietary prices without rights ends the business; provenance records protect it.

4. 4

   Build the aggregation and cleaning pipeline

   Collection, outlier detection, normalization across units and regions, and a methodology page explaining how the number is made. AI tools help extract prices from messy formats, but the published methodology is what makes buyers trust the output.

5. 5

   Sell current plus historical

   Live rate endpoints for software, historical series for analysts, and alerts on threshold moves. Common pricing runs $100 to $1,000-plus per month depending on how central the number is to the buyer's margin.

6. 6

   Become the industry's reference number

   Publish a free weekly index post to build citation habit, keep uptime and freshness visible, and version the methodology openly. The first ten customers take months; once the industry quotes your number, churn nearly stops.

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