Methodology

Review Methodology

The research and editorial workflow ProcessorFit uses to compile, verify, and publish provider profiles, comparisons, and guides.

Last reviewed: July 3, 2026

Quick Answer

ProcessorFit builds provider profiles through a five-stage process: primary source research, verification, editorial review, publication, and periodic review. All data comes from public sources. Anything that cannot be confirmed is labeled "Needs Verification" rather than estimated or omitted silently.

On this page

  1. 1Research Workflow
  2. 2Primary Sources Reviewed
  3. 3Verification Standards
  4. 4Comparison Methodology
  5. 5Update Workflow
  6. 6When 'Needs Verification' Is Applied
  7. QFrequently Asked Questions

Research Workflow

Every provider profile and comparison page on ProcessorFit is built from publicly available primary sources. The research workflow is consistent across all content types:

1

Research

Primary source review of official provider websites, pricing pages, legal documentation, product documentation, developer docs, and public support resources.

2

Verification

Cross-referencing information across multiple public sources. Unconfirmed data points are flagged for 'Needs Verification' labeling.

3

Editorial Review

A second review of the drafted content for accuracy, tone, neutrality, and consistency with ProcessorFit's editorial standards and the Needs Verification policy.

4

Publication

Content is published with a last reviewed date, fit signals, and 'Needs Verification' labels on any unconfirmed fields.

5

Periodic Review

Content is reviewed on a rolling schedule. Provider changes, correction requests, or significant market developments trigger earlier reviews.

Primary Sources Reviewed

For each provider, ProcessorFit reviews the following source types where they are publicly available:

Official website

Product positioning, feature descriptions, and market claims

Pricing pages

Published rate schedules, plan tiers, and fee structures

Legal documentation

Terms of service, merchant agreements, and acceptable use policies

Developer documentation

API capabilities, integration options, and technical specifications

Product documentation

User guides, feature documentation, and onboarding materials

Public support centers

Help articles, FAQs, and publicly accessible support content

Verification Standards

Verification means confirming a data point from at least one public primary source. Where multiple sources agree, confidence is higher. Where sources conflict or only one source is available, the information may be published with appropriate caveats or labeled "Needs Verification."

ProcessorFit applies conservative verification standards. If a data point cannot be confirmed from public sources, it is not published as fact — it is either omitted or explicitly labeled as unconfirmed.

Key principle: An unverified field labeled "Needs Verification" is more honest and more useful to a merchant than a plausible-sounding estimate.

Comparison Methodology

Comparison pages evaluate two providers across the same documented dimensions — pricing model, sales channel support, hardware, integrations, contracts, and fit signals — and present both sides neutrally. ProcessorFit does not declare a winner on comparison pages. Instead, the comparison notes which provider is better suited to specific merchant profiles (e.g., "better for high-volume businesses," "better for restaurants"). Merchants should read comparisons as decision-making tools, not rankings.

Update Workflow

Provider information changes frequently. ProcessorFit uses a rolling review schedule to keep content current. When an update is required — whether through scheduled review, a reader submission, or a provider notification — the following process applies:

  • 1.Identify the changed data point and its source
  • 2.Verify the change against the provider's official public source
  • 3.Update the affected fields in the profile
  • 4.Re-evaluate any 'Needs Verification' labels affected by the change
  • 5.Refresh the last reviewed date
  • 6.Log the change for content tracking

When 'Needs Verification' Is Applied

"Needs Verification" is applied when a data point meets one or more of the following conditions:

  • •The provider does not publicly disclose the information
  • •Public sources provide conflicting information
  • •The information was previously published but the public source has been updated or removed
  • •The data point is highly variable by account (e.g., negotiated rates) and cannot be confirmed as a fixed value
  • •The information is time-sensitive and the review schedule has not yet been completed

See the Data & Verification page for a full explanation of how "Needs Verification" labels work on provider profiles.

Frequently Asked Questions

How long does it take to build a provider profile?

Building a complete provider profile from primary sources — researching pricing, features, contracts, integrations, and industries served — takes several hours per provider. Complex enterprise providers with less publicly available information take longer, and more fields are labeled 'Needs Verification.' ProcessorFit prioritizes accuracy over speed.

What happens when a provider changes its pricing?

Provider pricing, features, and terms change regularly. ProcessorFit conducts periodic reviews on a rolling schedule and updates profiles when changes are identified. Providers can also contact us to request a correction if their information has changed. The last reviewed date on each profile reflects when the content was most recently checked against primary sources.

How does ProcessorFit handle conflicting information between sources?

When public sources conflict — for example, a provider's pricing page says one rate while their help center says another — ProcessorFit notes the discrepancy and may label the field 'Needs Verification' until the conflict can be resolved. We err on the side of caution rather than publishing information that may be inaccurate.

Does ProcessorFit contact providers directly during research?

ProcessorFit's research methodology relies on publicly available primary sources rather than direct provider interviews or embargoed information. This ensures that every merchant can access and verify the same sources ProcessorFit uses. Where providers have published official responses to common questions in their public help centers, those are used as sources.

What is the difference between the initial review and a periodic review?

The initial review involves building a profile from scratch — researching all dimensions of a provider from primary sources, writing content, assigning fit signals, and setting 'Needs Verification' labels. A periodic review checks whether previously published information remains current, updates any changed data, and refreshes the last reviewed date. Periodic reviews are generally faster than initial builds for providers whose core information is stable.

Next Steps

Data Sources
Data Freshness & Review Schedule
Editorial Policy
Data & Verification
Submit a Correction
Methodology Hub

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