Submit a verified review of an AI service provider
Help buyers understand the real context of a project: need, budget, outcome, limitations and verification level.
Verified reviews will be published progressively once the first provider profiles have been assessed. Real reviews will be moderated before publication, and private evidence will not be published.
Shared framework
Five visible criteria, in addition to the overall rating
Each area is rated separately so reviews remain comparable and reveal any gap between the sales promise and the actual experience.
Scoping & business understanding
Understanding of the need, priorities and proposed scope.
AI expertise & deliverable quality
Technical expertise, soundness of the choices made and quality of the delivered work.
Communication & project management
Clarity of communication, progress visibility and handling of unexpected issues.
Budget & timeline reliability
Alignment between the initial commitments and the actual project outcome.
Production rollout & ongoing support
Deployment, knowledge transfer, maintenance and ongoing assistance.
Project context, budget range and private evidence complete this framework during manual verification.