AI Tools Directory

Tools we have actually used.

Reviewed honestly, scored against an eight-criterion framework. No affiliate links, no sponsored placements. The MM Verified mark only goes on tools that scored 4.0 or higher.

54Tools Reviewed
11Categories
4.5Highest Score
3.9Average Score
Excellent (4.0+) Good (3.0–3.9) Fair (2.0–2.9) Below expectations
All (54)MM VerifiedAgentic CommerceAI Agent PlatformsAI Coding ToolsDispute PreventionFraud PreventionGenAI AssistantsIdentity VerificationKYC and AMLPayment OrchestrationReconciliationStablecoin Infrastructure

Showing 11 of 54 tools

Tool Category Overall Accuracy Setup Integration Compliance Support Scalability Docs Pricing Details
Persona
is the strongest identity verification platform we have reviewed
Fraud Prevention4.54.54.55.04.54.54.53.5
Founded 2018
HQ San Francisco
Funding $418M total
Alloy
is the go-to decisioning platform for financial institutions that need to orchestrate identity, fraud, and
Fraud Prevention4.03.54.05.04.04.54.02.0
Founded 2015
HQ New York
Funding $211M
Feedzai
is the right choice for tier-one banks, large payment processors, and institutions that need fraud prevention
Fraud Prevention4.03.05.04.54.01.5
Founded 2009
HQ San Mateo
Funding $282M
Forter
is the right choice for enterprise eCommerce merchants processing high transaction volumes who want to
Fraud Prevention4.04.53.54.05.04.05.03.51.5
Founded 2013
HQ Tel Aviv
Funding $525M total
Riskified
is the strongest fit for mid-market and enterprise eCommerce merchants processing significant transaction
Fraud Prevention4.04.53.53.54.54.04.53.52.0
Founded 2012
HQ Tel Aviv
Funding Public (RSKD)
Sardine
is the strongest fit for mid-market and enterprise fintech teams with fraud budgets and technical
Fraud Prevention4.04.53.53.55.04.04.54.02.0
Founded 2020
HQ San Francisco
Funding $145M total
Sift
is the right choice for digital commerce businesses, marketplaces, and platform operators that need
Fraud Prevention4.04.54.04.04.04.04.54.02.0
Founded 2011
HQ San Francisco
Funding $162M
Unit21
is the strongest choice for fintechs and financial institutions that need compliance teams, not engineers, to
Fraud Prevention4.04.53.53.54.54.54.53.52.0
Founded 2018
HQ San Francisco
Funding $92M total
Coris
solves a real problem: merchant underwriting at scale without drowning in false positives
Fraud Prevention3.54.04.04.03.54.04.53.02.0
Founded 2022
HQ San Francisco
Funding $9.5M
SEON
is the right choice for mid-market companies, fintechs, and any organisation that needs fraud prevention in
Fraud Prevention3.53.54.54.03.53.54.03.55.0
Founded 2017
HQ Budapest
Funding $187M total (Series C)
Byline Pro
solves a real problem that most writers deal with manually or not at all: systematic pre-publish fact-checking
Fraud Prevention3.13.54.52.02.52.53.02.55.0
Founded 2025
HQ London
Funding Bootstrapped
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