ChatGPT SearchSep 29, 2026
Cinder — AI/human QA with configurable sampling, “grade-the-grader,” and dashboards that break performance down by team, moderator, policy, and trends.
Data as of Oct 14, 2026Based on 11,772 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Cinder provides safety infrastructure that protects platforms from abuse, fraud, and manipulation by converting policies into agent-based workflows that scale decisions.
<1%
of 11,772 answers across Cinder’s markets · since Jul 5
The market map
AI Red Teaming ServicesMentioned in
Share of answers in AI Red Teaming Services each week · 452 answers since Jul 5
Each engine’s share of its own answers across Cinder’s markets · since Jul 5
Where Cinder ranks in AI
Question: Which startups are building the infrastructure around new AI labs: evals, data, inference, memory, and safety?
Google AI ModeSep 19, 2026
Cinder specializes in halting synthetic content abuse and large-scale automated manipulation before it proliferates.
Question: Which tool provides an AI QA grader with clear dashboards?
ChatGPT SearchSep 25, 2026
Cinder Quality Assurance — Offers AI/human agent evaluation, configurable QA workflows, and dashboards for tracking quality metrics and trends.
Excerpts where Cinder appeared in the AI's answer
Cinder — AI/human QA with configurable sampling, “grade-the-grader,” and dashboards that break performance down by team, moderator, policy, and trends.
Cinder Quality Assurance — Offers AI/human agent evaluation, configurable QA workflows, and dashboards for tracking quality metrics and trends.
Excerpts where Cinder appeared in the AI's answer
Cinder — offers hands-on red teaming and adversarial testing of AI models, explicitly focusing on testing models “like the adversary will.”
Cinder — provides hands-on adversarial testing and red-team engagements for AI products.
Excerpts where Cinder appeared in the AI's answer
Cinder specializes in halting synthetic content abuse and large-scale automated manipulation before it proliferates.
Cinder: Focuses on proactive safety, preventing AI-generated abuse and moderating content.