AGENTKIT/WORKS

iFixAi — AI search visibility

Independent auditing tool for AI agents -- runs automated red-teaming/alignment inspections to answer whether an agent is doing what it's supposed to do, sold as a free open-source tier plus paid Startup/Growth/Enterprise subscription tiers with more inspections and monthly audit reports. · ifixai.ai

Cited in 1 of 11 buyer queries

Rank 29 of 101 on the index · checked 2026-10-04 · every row below is a measured result, not an estimate

THE QUERIES, AND WHO GETS NAMED INSTEAD

Buyer queryiFixAiNamed instead
how do I test whether my AI agent is misalignedCitedAgentMisalignment, ALI-Agent
best AI agent red teaming tool 2026Not citedMindgard, Confident AI, Giskard, Lakera Red, giskard.ai/knowledge/ ×2, confident-ai.com/knowledge-base/compare/
independent third party AI agent audit and trust score for enterprisesNot citedTrustAgent, Trust3 AI, AegentIQ, XenonStack, Certo, Hlido
alternatives to Lakera for AI agent security testingNot citedPromptfoo, Garak, LLM Guard, NeMo Guardrails, HiddenLayer, Protect AI Guardian
open source automated red teaming framework for LLM agentsNot citedOpenRT, DeepTeam, Promptfoo, Scenario, AutoMalTool, pypi.org/project/deepteam
Giskard vs DeepEval for LLM agent safety testingNot citedGiskard, DeepEval, DeepTeam, Confident AI, learn.engineering.vips.edu/compare/ ×2
best AI agent compliance audit report tool EU AI Act startupNot citedHiveLaw, Clawguard Shield, VIGILO, Veritome, Eudora, ComplianceAgent
AI agent guardrails platform vs agent evaluation platform, which do I needNot citedGalileo, Openlayer, Maxim AI, Braintrust, galileo.ai/blog/ ×2, openlayer.com/blog/ ×3
how do I detect hallucination and deception in an AI agent in productionNot citedOpenlayer, Maxim AI
how do I prove to customers that my AI agent is safe and trustworthyNot citedAuth0, Salesforce, Genesys, PwC, Gladly, auth0.com/blog/ ×2
how do I audit an AI agent before deploying it to customersNot cited—
*control: iFixAi pricing / review*Citedeliteaiadvantage.com/blog/ifixai-review-, producthunt.com ×3, discuss.pytorch.kr (Korean), Two problems below

Method: queries are phrased the way a buyer would ask, run against live AI answer engines on the date shown. “Cited” means the answer named iFixAi or drew on its site as a source. The full audit behind this page also records every source domain per query.

How iFixAi wins the remaining queries

The full audit names the exact pages answer engines read in this category, the three cheapest gaps to close, and the pages to publish first. It exists already — it is how this score was measured.

Something wrong or already fixed? Re-audits are free and this page updates either way.

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