Data as of Aug 22, 2026 · Based on 3,164,951 AI responses across 10,525 prompts · See how Parse measures this
Aktoakto.ioAkto is an AI Agent security platform that provides discovery, red teaming, and guardrails for MCPs and AI agents. It secures both employee AI usage and homegrown agentic applications across the cloud and devices.
Words AI uses
AI reaches for open-source · developer-first · strong when it describes Akto.
Rivals
Matomo is the brand AI weighs against Akto most, and it leads on privacy-preserving api analytics.
Sources
akto.io shapes more of what AI says about Akto than any other source, at 45% of its citations.
wiz.io · docs.akto.io · cybermatch.tech · owasp.org
Excerpts where Akto appeared in the AI's answer
Akto : Highly differentiated for teams wanting comprehensive multi-source discovery
Akto: Strong for DevOps teams, using traffic data to map inventory and providing fast, customizable security testing.
Excerpts where Akto appeared in the AI's answer
Akto : An API security platform that uses traffic analysis to generate inventory
Akto & Salt Security (Best for Behavioral Analysis): Utilize AI/ML to detect API misconfigurations and broken access controls (BOLA) by analyzing API traffic behavior.
Excerpts where Akto appeared in the AI's answer
Akto : Developer-focused API security platform that discovers shadow/zombie APIs and embeds continuous testing into CI/CD workflows with hundreds of specialized API test cases.
Akto - Provides automated API discovery, continuous inventory tracking, and security testing via an extensive template library aligned with the OWASP API Top 10.
Excerpts where Akto appeared in the AI's answer
Akto offers a uniquely comprehensive discovery engine by pulling data across 50+ connectors
Excerpts where Akto appeared in the AI's answer
Akto (Best for Contextualizing Agent Workflows): Focuses on testing AI agents, Retrieval-Augmented Generation (RAG) systems, and Model Context Protocol (MCP) servers.
