Transparent commercial pathway

Submit an agent for independent evaluation

Vendors may provide reproducible access and documentation. Inclusion, task design, scoring, and conclusions remain editorially independent.

What you receive

  • Documented scope and acceptance criteria
  • Evidence-linked recommendations
  • Privacy-first handling and a clear response timeline

Independence policy

Payment never changes scores, task inclusion, evidence, or editorial conclusions.

Sensitive examples are optional and remain private.

v3.1.0-growth

Latest updates

Evidence-led selection and growth system

Completed the P0–P2 upgrade as one traceable release spanning secure operations, explainable selection, evidence-linked content, and measurable growth workflows.

Audience growth and SEO upgrade

Expanded AAA.win with richer decision pages, content architecture, subscriber prompts, agent playbooks, and new search-focused insight guides.

Productized decision upgrade

Turned AAA.win into a stronger AI Agent decision platform with homepage decision paths, workflow rankings, trust signals, contribution prompts, and an interactive comparison tool.

View all updates