Editorial Governance & E-E-A-T

Editorial review board & fact-checking analysts

Every indexable tool review, decision capsule, and head-to-head comparison on MarTechRadar.ai is audited and signed off by a named domain analyst. Machine-collected data is never published as verified until a human editor checks primary vendor sources, pricing schedules, and corporate identity registries.

Our 6-gate fact-checking protocol

Across 1247 fact-checked software evaluations, our analysts enforce a strict evidentiary separation between vendor marketing claims and verifiable operational capabilities. Before a reviewer attaches their byline and timestamp to any profile, they verify:

  1. Primary Entity Identity: Confirming official domain ownership, headquarters, founding year, and verified LinkedIn / Crunchbase corporate records (sameAs).
  2. Vendor-Sourced Commercial Terms: Auditing live pricing pages to record entry tiers, seat minimums, credit consumption models, and enterprise contract structures.
  3. Architectural Mechanism: Deconstructing how the software actually executes tasks—distinguishing proprietary multi-agent orchestration from thin prompt templates.
  4. L1–L5 AI Autonomy & Moat Calibration: Assigning standardized autonomy levels and 1.0–5.0 moat scores anchored against subtrack peers.
  5. Operational Failure Modes: Documenting at least three concrete technical limitations, integration bottlenecks, or governance risks for enterprise buyers.
  6. Editorial Independence: Enforcing zero promotional buzzwords and maintaining a strict firewall between affiliate partnerships and editorial ratings. See our rating methodology and editorial disclosure.

Domain analysts & fact-checkers (8)