Research

web-access

Researches live web pages, dynamic sites, and current sources for decision-ready work.

Evidence BSafety medium

Fit map

Research reportRecommendedBest fit when current sources and citations matter.

Who should try it first

  • PMs and founders validating a market, competitor set, or product angle
  • Creators turning scattered sources into a sourced article or thread
  • Independent builders who need current docs, pricing, or ecosystem facts before coding

Best for

Current researchCompetitor discoverySource readingMarket and product memos

Not for

  • Offline-only workflows
  • Private account research without explicit permission
  • Final legal, medical, financial, or compliance decisions

Evidence notes

  • Google Search Console is already surfacing this page for web-access skill queries, making it the strongest early SEO validation target.
  • The Skill is best validated on tasks where freshness matters: competitor research, pricing checks, product docs, and source-backed summaries.
  • Evidence level should move from B to A only after SkillFit collects public output samples and repeatable test results.

Safety notes

  • Live web pages change, so important claims should include source links and a retrieval date.
  • Do not enter secrets, private customer data, or paid-account information unless the runtime and permissions are trusted.
  • For high-stakes topics, use web-access to gather sources, then require human review before acting.

10-minute test prompt

Research whether a task-to-Skill recommendation site already exists. Find current competitors, cite sources, separate direct competitors from substitutes, and end with the most defensible product gap.
AEO answers

Common questions about web-access

What is web-access best for?

web-access is best for AI agent tasks that need current web sources, dynamic pages, competitor discovery, or source-backed research.

When should I avoid web-access?

Avoid it when the task is offline, when browsing private accounts would expose sensitive data, or when a high-stakes answer needs expert review.

How do I test web-access quickly?

Give it a current research task, require source links, ask it to state uncertainty, then verify whether the links and recommendation match.