Disclosure
Sponsor Disclosure
The honest state of AI Biz Hub's commercial relationships.
Current state
Zero sponsors. Zero affiliate links. Zero paid placements.
AI Biz Hub is a self-funded, independent publication. No vendor pays for placement, ranking, or inclusion. No links on this site are affiliate-tagged or commission-generating. No calculator, benchmark, or article has been sponsored, reviewed, or pre-approved by any third party.
If any of that ever changes, this page will be updated with the specific vendor, scope, and effective date before any commercial relationship goes live — and every affected page will carry an inline label.
If commercial relationships are added
The publisher reserves the right to add commercial relationships in the future (affiliate links, labelled sponsor slots, paid benchmark placement). If that happens, all of the following rules apply without exception:
- Every sponsored or affiliate element will carry a visible 'Sponsored' or 'Affiliate' chip, not confusable with editorial content.
- Sponsor and affiliate links will use
rel="sponsored"per current Google guidance. - Sponsor slots will be rendered as separate units, not inserted into tool rankings, Ship-or-Kill scores, AI Stack Cost comparisons, or other outputs produced by editorial methodology.
- Every page that contains a sponsored element will disclose the relationship inline at the top.
- Sponsor payments will never alter rank, score, or verdict in comparators, benchmarks, or calculator outputs. Methodology is public; results are reproducible independently.
- No sponsor will see content before publish. No sponsor will have approval rights over editorial decisions. Requests inconsistent with this policy terminate the relationship and are logged at /corrections/.
Vendor, tool, and platform claims
AI Biz Hub does not earn revenue from the vendors whose pricing appears in the AI Stack Cost Calculator, the platforms compared in the Vibe-Code Platform Comparison, or any tooling named in benchmarks or articles. Named vendors appear where they are load-bearing to the calculation or benchmark being discussed and the source is cited with an as-of-date.
Reader concerns
Material concerns about an undisclosed commercial relationship: see contact details at /about/. Substantiated complaints are logged at /corrections/.