Editorial Policy And How We Review

Review Method

GOZEN reviews software by starting with a specific workflow problem, then checking whether a tool helps a solo service business capture inquiries, follow up on time, see pipeline status, hand off to proposals or invoices, export data, and avoid unnecessary operational risk. The public client pipeline software methodology documents the current criteria and data files.

Selection Criteria

Recommendations should be based on the reader's job-to-be-done, setup effort, daily usability, privacy posture, export path, pricing fit, customer support ownership, billing ownership, and operational risk.

Claim Checks

Vendor names, pricing references, plan limits, feature claims, eligibility claims, and support details should be checked against official vendor sources before publication.

Editorial Independence

Product inclusion, exclusion, and ranking should be based on workflow fit, setup effort, data export, privacy posture, support ownership, and operational risk.

Evidence And Updates

Product claims, pricing, plan limits, and program rules can change. Pages that mention specific vendors should be reviewed before publication and updated when material facts change.

AI Assistance

AI may be used to draft, structure, compare, summarize, and check pages, but publication should still follow human-readable standards for accuracy, originality, usefulness, and source traceability.

Scaled Content Boundary

GOZEN should not publish large batches of low-value AI pages to manipulate search or answer engines. New pages should add a useful tool, original comparison table, checklist, dataset, methodology note, or clear decision rule.

Corrections

If a material claim is found to be inaccurate, the page should be corrected or removed until it can be verified.