Expert Web Research

Updated March 15, 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.

This skill covers the complete research workflow:

Planning — Define the research question, identify source types, set scope boundaries

Collection — Multi-source gathering using web search and web fetch, with parallel queries

Evaluation — CRAAP test for source credibility, A-F evidence grading, cross-reference verification

Reporting — Inverted pyramid structure, per-claim confidence scoring, executive summary with detailed appendix

Three research tiers built in: Quick (5 min, 3 sources), Standard (15 min, 8 sources), and Deep (45 min, 15+ sources with full evidence chain).

Best For:

Founders doing market research and competitive analysis

Product teams evaluating build vs buy decisions

Anyone tired of AI research that just parrots the first result

Teams that need research they can actually cite and trust

Built from real research workflows used to evaluate hundreds of markets, competitors, and opportunities.