About

A research catalog being rebuilt for traceability

AI Business Alternative began as a catalog of AI tools, comparisons, alternatives, buying guides, and industry stacks. An editorial audit found that the shared data does not retain a primary source and review date for each changing claim.

What the audit found

  • Catalog and buying-guide files contain hundreds of changeable price and current-product statements.
  • Ratings and rankings do not record a scoring source or dated evaluation.
  • Several guides used first-person testing language without a test record.
  • Commercial fields contain ordinary vendor destinations, not verified tracked affiliate URLs.

What is published now

The project and trust pages explain the operating state. The Buffer vs Fiverr social media comparison is the first buying page republished after a dated primary-source review. All remaining generated content routes stay in the noindex research archive.

What qualifies for republication

  1. Current official vendor identity and product page.
  2. Primary sources for price, plan limits, features, privacy, and material restrictions.
  3. A recorded review date and explicit limitations.
  4. No first-person experience claim without a documented hands-on test.
  5. Clear separation between sourced facts, comparisons, and editorial judgment.

Monetization status

The site does not currently run AdSense or a verified tracked affiliate link. If an affiliate program is approved later, the relationship and tracked placement will be disclosed. Approval will not replace the source and review-date requirements.

To report a factual problem or submit a primary source, use the contact page.