The tools on this page are built for different buyers — Large enterprises with complex data ecosystems, Enterprises seeking a holistic customer view and marketing activation, Businesses needing robust identity resolution backed by extensive data, and Enterprises focused on accurate identity and fraud prevention. Match the tool to your stage rather than to the longest feature list.
Startups and small US teams (1–50 employees): prioritize fast self-serve setup, month-to-month billing, and a free or low-cost tier. You want something running this week, not a three-month rollout.
Mid-market (50–1,000 employees): the deciding factors are usually SSO, granular permissions, an open API, and integrations with the rest of your stack. Expect a security questionnaire and a 4–8 week evaluation.
Enterprise (1,000+): weight the contract, not the demo — uptime SLA with credits, named support with US-hours coverage, sandbox environments, migration assistance, and a clear roadmap commitment.
A practical shortlist method: pick two options from this list — typically LiveRamp IdentityLink and Experian Marketing Services Identity Resolution — run the same real workflow through both for two weeks, and score them on setup time, support responsiveness, and how much manual work is left over.