How We Evaluate Biometric Software Vendors
This page documents how PrimeBiometry scores biometric authentication and identity verification vendors. All vendors are evaluated against the same five weighted criteria. Featured placements do not affect scores.
Evaluation Process
Candidate Screening
Vendor must have publicly accessible product documentation, a minimum of 10 user reviews across G2, Gartner Peer Insights, or Capterra, and an active website. Vendors are identified through category research and user submissions.
Data Collection
We check: vendor API reference and documentation, pricing page (or direct email outreach for unlisted pricing), public compliance certificates, review aggregation from G2, Gartner, and Capterra, and sandbox or trial availability.
Scoring
Each vendor is scored against five weighted criteria using sub-criteria. Scores are numeric. Sub-criteria within each criterion are summed to produce the criterion total. No rounding until the final score.
Publication and Monitoring
Assessment is published with a lastUpdated date. Re-review is triggered by quarterly pricing checks, semi-annual compliance certificate checks, major product releases, or user-submitted corrections.
Scoring Criteria
Five criteria, each with a defined weight. Sub-criteria within each criterion are scored individually and summed. Total possible score: 100 points.
Compliance Coverage
25 ptsVerified against public compliance documents, not vendor self-attestation.
Integration Depth
25 ptsAssessed from public API documentation and developer resources only.
Pricing Transparency
20 ptsPublished or directly quoted pricing only. No confidential enterprise figures.
Market Coverage
20 ptsGeographic reach, document types supported, and liveness detection capabilities.
User Sentiment
10 ptsAggregated from G2, Gartner Peer Insights, and Capterra. Minimum 10 reviews required.
Data Sources
Vendor documentation
API references, pricing pages, feature lists.
Limitation: Vendor-controlled. May be incomplete or outdated.
Vendor pricing pages
Direct outreach used when pricing is not published.
Limitation: Custom quotes may not reflect typical pricing.
Public compliance certificates
SOC 2 reports, ISO certificates, GDPR DPA templates.
Limitation: We verify existence, not scope depth.
G2, Gartner Peer Insights, Capterra
Aggregated rating only. Minimum 10 reviews threshold. Vendor-curated testimonials excluded.
Limitation: Review populations vary by platform.
Sandbox or trial environments
Checked for availability only.
Limitation: We do not perform hands-on API testing or evaluate accuracy benchmarks.
What We Don't Cover
Accuracy benchmarks
We do not run liveness detection or facial recognition accuracy tests. We do not have access to proprietary benchmark data. If accuracy matters for your decision, request vendor test reports directly.
Pricing negotiation outcomes
Listed pricing is what is publicly available or directly quoted. Actual enterprise pricing often differs after negotiation.
Live product demos
We do not request or conduct vendor demos. Assessments are based on public documentation only.
Post-integration support quality
We assess documentation and SDK availability, not real-world support responsiveness or SLA fulfillment.
Update Cadence
Quarterly
Pricing tiers and plan changes
Semi-annual
Compliance certification expiry checks
Annual
Full methodology review and weight recalibration
Ad-hoc
Major product releases, acquisitions, user-reported corrections
The lastUpdated date on each vendor assessment reflects when that specific assessment was reviewed, not this methodology page.
Independence Policy
PrimeBiometry earns revenue through affiliate links and featured vendor placements. Affiliate relationships do not influence assessment scores.
Featured placements are labeled "Featured" and positioned above organic results in category pages. They do not affect scoring criteria or editorial conclusions. Featured status is assigned after scoring is complete.
Disputes: Vendors may submit factual corrections to support@primebiometry.com. Editorial conclusions are not adjusted based on vendor preference.
Frequently Asked Questions
Do featured vendors get higher scores?
No. Featured placement is a separate commercial arrangement. All vendors are scored against the same five criteria regardless of featured status. Scores are calculated before featured status is assigned.
How often are scores updated?
Pricing is reviewed quarterly. Compliance certifications are checked semi-annually. Full re-evaluations happen annually or when a major product change is announced.
Can vendors request a re-evaluation?
Yes. Vendors can submit documentation updates to support@primebiometry.com. We review submissions and update assessments if the data changes a sub-criterion score. Editorial conclusions are not adjusted on request.
How is the 25% compliance weight calculated?
Compliance Coverage is scored out of 25 points using five sub-criteria (GDPR, SOC 2, ISO 27001, CCPA, HIPAA) worth 5 points each. The final percentage score is then weighted at 25% of the overall vendor score.
Does PrimeBiometry accept payment for assessments?
No. Featured placements are paid, but they affect only positioning in category listings. Assessment scores and editorial copy are not available for purchase.
How do I report incorrect vendor information?
Email support@primebiometry.com with the vendor name, the incorrect field, and a source link. We investigate and update within 5 business days.
About the Analyst
James Whitfield
Senior Identity Verification Analyst · CISSP, CIAM
James has spent 10+ years evaluating identity verification and access management systems for financial services, fintech, and healthcare organizations. He has evaluated over 200 vendors across identity verification, biometric authentication, and fraud prevention.
Full profile