AL Consulting — AinsworthLloyd

Deep Research Agent

Plans searches, reads the live web, and writes a cited report.

Typical run
~6 min
Tools
Web search · Page fetch · Citations
You provide
A question or brief
Approval
Read-only: nothing leaves the platform

◤ What it does

Plans searches, reads the live web, and writes a cited report.

The Deep Research Agent turns a question into a research plan, runs the searches, reads the pages through a guarded fetcher, and writes a structured report in which every claim points at the source it came from. It is the first step in most missions, from market scans to lead generation, and its output is re-checked by the Evaluator before it reaches you.

Limits: Depends on what the open web says; paywalled sources are not read.

◤ Ask it

In your words. No prompts to engineer.

01

Map the market landscape for mid-market payroll software in the US: key players, market size, growth, and openings for a new entrant.

02

Do a competitive teardown of a named competitor: positioning, pricing, feature gaps, and where they are vulnerable.

03

Research the trends in commercial drone regulation over the last 12 months and project the next 24, with sources.

◤ Missions it runs in

  • Research to report
  • Research a market
  • Validate a startup idea
  • Find me customers
  • Write content that ranks
  • Make a presentation

◤ Questions

About the Deep Research Agent

How is this different from asking a chatbot?

A chatbot answers from memory. The Deep Research Agent plans searches, reads the live web, and cites every claim, and a separate Evaluator agent re-fetches those sources to confirm the report says what they say.

Can it read sources behind a paywall or login?

No. It reads the open web only. Paywalled or private material can be uploaded and handed to the Document Analyst instead.