View Products
A buyer-auditor category map for choosing the best B2B contact database, focused on firmographics vs reachability, hidden costs, data decay, integration risk, and a test plan you can run on your own list.
Ops-grade rubric for best reverse phone lookup tools focused on confidence levels, freshness, compliance, API limits, and integration risk—plus a reproducible test plan.
Audit-ready contact data benchmarks with benchmark methodology, limitations, variance drivers, and a 7-step protocol to compare match rate vs connect rate on your ICP without getting fooled.
A buyer-grade contact data accuracy test protocol: same list same window, measure connect rate (not records), document limits, and explain variance so your vendor choice survives procurement.
Apollo.io alternatives grouped by job-to-be-done, with a buyer-audit focus on hidden costs: credits vs unlimited, data decay, direct dials, and integration overhead. Includes a test plan and stop conditions.
A buyer-auditor Lusha review focused on mobile reachability, direct dials, limits behavior, and CRM/ATS integration risk—plus a pilot test plan with a stop condition.
A cynical buyer’s guide to Lusha alternatives: hidden limits, data decay, and integration cleanup. Includes an alternatives grid, weighted checklist, and a 7-step pilot you can audit.
A cynical buyer-auditor Seamless AI review focused on reachability (phone + email), adoption risk, and hidden costs—plus a Week-2 test plan, feature gap table, weighted checklist, and stop-condition decision tree.
A buyer-auditor rubric for evaluating Seamless AI alternatives. Compare quality, model, and compliance, catch export caps and fair-use throttles, and test tools with your own list before you sign.
A cynical buyer’s audit of wiza pricing: what drives variance (usage limits, export limits, seat count, list quality), what to demand in writing, and how to test with your own list.
