Wide Research

Deploy parallel AI agents to research, compare, and benchmark dozens of items at once. Structured results in minutes, not days.

How it works

Step 1

Decompose

Describe what you want researched. The agent parses your request into a list of independent items and confirms a structured schema with you.

Step 2

Delegate

Sub-agents fan out in parallel — each with its own fresh context and web access. No quality degradation on item #50.

Step 3

Collect

Results stream back as sub-agents finish. Failures are noted, not fatal — the orchestrator proceeds with what succeeds.

Step 4

Synthesize

Everything is saved as a structured collection and you get a summary of key findings, patterns, and outliers.

The context overload problem

Ask a chatbot to analyze 50 companies. The first 5 get detailed write-ups. By #20, descriptions get suspiciously brief. By #50, you’re reading generic filler. This happens because traditional AI has a fixed context window — as it processes more items, previous context fills up the space and quality drops.

Wide Research solves this by giving each item its own dedicated sub-agent with fresh context, independent web access, and no knowledge of what other agents are doing. No accumulation, no degradation.

How it compares

	Manual	AI chatbot	onroi
Approach	One item at a time	Sequential in one context	Parallel multi-agent
Speed	Days to weeks	Hours, degrades over time	Minutes at any scale
Quality at scale	Varies with fatigue	Drops after ~10 items	Consistent across all items
Output format	Notes and bookmarks	Compressed summaries	Structured collection

Capabilities

Fresh context per item — no degradation at scale
Live web search for up-to-date pricing, docs, and news
Structured collection output you can filter and export
Graceful partial failures — one item failing doesn’t block the rest
Automatic batching for large item sets (10+ items)
For small sets (<5 items), researches directly without sub-agent overhead

Example prompts

Try one of these, or write your own.

Competitive analysis

Compare the top 20 project management tools on pricing, integrations, and team size

Try this prompt Market research

Research 30 electric vehicle models on range, price, charging speed, and warranty

Try this prompt Vendor evaluation

Evaluate 15 cloud hosting providers on uptime SLA, pricing, support tiers, and compliance

Try this prompt Technology benchmark

Benchmark the top 10 JavaScript frameworks on bundle size, SSR support, and community activity

Try this prompt Academic survey

Survey 25 machine learning papers from NeurIPS 2025 on methodology, dataset, and key findings

Try this prompt Investment screening

Screen 40 Series A SaaS companies on ARR, growth rate, team size, and funding raised

Try this prompt

Frequently asked questions

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