For the complete documentation index, see llms.txt. This page is also available as Markdown.

3. WGA’s Differentiators

WGA does not throw "new data" into this market. WGA provides a processing structure that makes existing data more explainable, more comparable, and actually usable for decision-making.

Verifiability

  • Existing Platforms: "We filtered it" (Internal logic, black box)

  • WGA: "The verification process is recorded as a Proof" (On-chain traceable)

Consistency of Interpretation

  • Existing Platforms: Definitions and standards vary by platform

  • WGA: Unified standards, version control, reproducible

Cross-channel Integration

  • Existing Platforms: Either Web2 or Web3

  • WGA: Integrated analysis of Web2 + Web3 + Community data

Explanatory Power of Metrics

  • Existing Platforms: Single figures (CTR 5%, CVR 2%)

  • WGA: Distribution, ratios, change trends, noise removal rates, confidence intervals

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