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A buyer/auditor guide to Swordfish data accuracy using the Accuracy Triad (match rate → verification → connect rate), with a reproducible test plan, variance drivers, and what to log for auditability.
A cynical buyer’s FAQ on contact data accuracy: verified contact data, direct dial, mobile vs VoIP, data freshness, compliance, permissible use, and opt-out. Includes a feature gap table, weighted checklist, and a stop-condition decision tree.
A cynical buyer’s guide to contact data pricing: credits vs unlimited, true unlimited + fair use, seat licenses, add-ons, throttling, API usage, and how to test vendors with your own list.
A cynical buyer’s guide to unlimited contact credits: what “true unlimited” and fair use actually mean, where throttling and usage limits hide, and how to test variance with your own list.
A buyer-grade explanation of how unlimited credits work, what a fair use policy should cover, and how to avoid hidden usage limits, rate limits, and surprise throttling.
A cynical buyer’s comparison of unlimited vs credit-based contact data pricing—focused on hidden costs, data decay, throttling, and why you should measure cost per connect instead of cost per record.
Submit an opt out privacy request to remove my information from Swordfish. Follow simple steps, see what good opt-out looks like, and get CCPA/GDPR request guidance that survives refresh cycles.
Where does contact data come from? A buyer/auditor breakdown of contact data sources (first-party, third-party, public), data decay, integration costs, and compliance + opt-out handling.
A cynical buyer’s guide to contact data update frequency: why refresh-rate claims hide data decay, which recency signals to require, and how to test contact data freshness with your own list.
A buyer-grade security audit guide for contact data tools: what to verify (access controls, audit logs, encryption, vendor risk, retention), where vendors vary, and when to stop the evaluation.
