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Researchv2

Expert Web Research

by James
expert-web-research-526c4b28
live

Use Expert Web Research to 5-tier source hierarchy with quality scoring.

Setting up 5-tier source hierarchy with quality scoring and validating the workflow now...

Done. Expert Web Research is configured to 5-tier source hierarchy with quality scoring.

Description

Updated March 1, 2026 Expert Web Research turns your AI agent into a senior research analyst. Not the kind that summarizes the first Google result - the kind that cross-references multiple sources, grades evidence quality, and delivers structured findings with confidence scores.

  • 5-tier source hierarchy with quality scoring
  • Anti bias and anti noise detection
  • Domain specific rules (health, travel, SaaS, engineering)
  • Evidence extraction with confidence levels
  • Structured research contracts before searching
  • Source quality rubric (1-5 scoring)

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Version History

v2

Feb 25, 2026

  • Sanitized and expanded — CRAAP test, evidence grading, confidence scoring

v1

Feb 16, 2026

  • Initial release. Complete evidence-based research methodology with 5-tier source hierarchy, anti-bias controls, domain-specific rules, and structured output format.

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