AI Agent Reputation & Evaluation vs Citedify
Overview
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CLI (Node.js)
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Detailed Comparison
Citedify audits how your brand appears in ChatGPT, Claude, Perplexity, and Google AI. It provides an AI Visibility Score, reveals which competitors AI recommends instead of you, and delivers a concrete roadmap to improve your presence in AI search results. | ReputAgent provides A2A evaluation infrastructure. When agents work together, reputation emerges from real work—not benchmarks. We help you build that trust infrastructure. |
AI visibility audits across ChatGPT, Claude, Perplexity, and Google AI, AI Visibility Score tracking, Competitor analysis showing who AI recommends instead, Content gap identification, Week-by-week optimization roadmap, Multi-platform prompt testing | Continuous AI agent evaluation, Reputation scoring from accumulated evidence, Evaluation dimensions framework (accuracy, safety, reliability), Failure modes library with mitigations, Evaluation patterns library (LLM-as-judge, human-in-the-loop, red teaming, orchestration), Agent Playground for pre-production scrimmage testing, Ecosystem tools tracker and comparisons, Research index of agent evaluation papers, Open dataset export (CC-BY-4.0), RepKit SDK (pre-release) for logging evaluations and querying reputation, Pre-production agent testing, Agent reliability QA before launch, Ongoing evaluation in production, Safety and red teaming workflows, Routing and delegation based on trust signals, Access control and governance decisions, Comparing agent frameworks and tools, Research and benchmarking of evaluation methods, Shared vocabulary and taxonomy for agent teams |
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