AI Research Analyst
AI Research Analyst for prospect briefs,
market maps, and competitor intel.
The brief is ready before the call.
An AI Research Analyst for commercial research — it digs into a prospect, account, competitor, or market, synthesizes the evidence, and drafts a one-page brief with your angle. Built for pipeline, not academic busywork.
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- Decision-ready brief
- One page
- Sources and evidence
- Cited
- Or on demand
- On schedule
- Your AI keys
- BYOK
How a brief gets made
A name and a question, a decision-ready brief.
Point it at a company or market and it returns reviewed, cited work.
- 01
Gather
Sites, profiles, news, funding, your notes
- 02
Synthesize
Cross-referenced into one structured view
- 03
Review
You check the evidence and angle
- 04
Use / share
Brief delivered to Notion or Docs before the call
What the AI Research Analyst does
Commercial research — gathered, cited, and briefed.
Not a chatbot you re-prompt. It runs the research, cross-checks the sources, and hands you a brief you can act on.
Research companies & accounts
Funding, headcount, tech stack, leadership, and recent moves — pulled together from public sources.
Profile prospects & founders
Role, background, priorities, and recent activity so you walk in knowing who you're talking to.
Map the competitive landscape
Positioning, pricing signals, and recent launches across the players that matter.
Size markets & segments
Market maps and TAM intelligence for strategy and client work — structured, with sources.
Monitor news & signals
Tracks funding, leadership changes, and launches on your accounts and competitors, and flags what matters.
Draft the one-page brief
Synthesizes everything into a concise brief with talking points and a recommended angle.
Setup
From question to brief in minutes.
No engineering. Tell it what to research, connect where it should deliver, and the brief arrives on schedule or on demand.
- 01
Name the target & question
Give it a company, prospect, or market — and what you're trying to decide or sell.
- 02
Connect sources & destination
Link your sources and where briefs land (Notion, Google Docs). No code, no Zapier.
- 03
Review and use
It gathers, cites, and drafts. You skim the evidence, approve the angle, and walk into the meeting ready.
What it observes
Sources the analyst pulls from.
Live, public, and your own — cross-referenced, not copy-pasted.
Company websites
Product, positioning, pricing pages, and careers — read for signal, not just scraped.
LinkedIn & public profiles
People, roles, tenure, and recent activity from public profiles.
News & press
Coverage, announcements, and commentary tied to your target.
Funding & financials
Rounds, investors, and headcount signals that show momentum and intent.
Company pages & filings
Public registries, directories, and profiles for the hard facts.
Your internal notes
CRM notes and past conversations so the brief reflects your relationship, not a cold start.
What it produces
Deliverables the analyst hands you.
Decision-ready artifacts, every one with its sources.
One-page brief
Who they are, what they care about, and your angle — readable in two minutes.
Competitor table
Side-by-side positioning, pricing, and differentiation across the field.
Account summary
A structured view of an account for planning and multi-threaded outreach.
Market map
Segments, players, and whitespace for strategy and client work.
Weekly intelligence memo
What changed across your accounts and competitors, and why it matters.
Works with your research stack
- Notion
- Google Docs
- Google Sheets
- Slack
- Gmail
- Crunchbase
- Perplexity
- Google Drive
- HubSpot
- Salesforce
- Airtable
Human approval boundary
It gathers and drafts. You decide what's true and what ships.
Every claim comes with its source so you can verify fast. Sharing externally or acting on the findings stays your call.
Runs on its own
- Gathers and cross-references public sources
- Synthesizes findings into a structured brief
- Cites the evidence behind every claim
- Monitors accounts and competitors on schedule
Waits for your approval
- Sharing a brief outside your team or with a client
- Acting on a finding (outreach, decisions)
- Adding contacts or notes to your CRM
- Anything you mark as approval-only
Use cases
Where the AI Research Analyst pays off.
Pre-sales research
A brief on every prospect before the call, so you lead with their context, not a generic pitch.
Account planning
A structured account view for multi-threading and expansion in key logos.
Founder & people research
Know the person across the table — background, priorities, and recent activity.
Market monitoring
Ongoing intel on competitors and target accounts, delivered as a weekly memo.
AI Research Analyst vs manual research vs ChatGPT
The depth of an analyst, without the hours.
Manual research is the first thing to slip on a busy day. A general chatbot needs re-prompting and skips your sources. An AI Research Analyst delivers the same depth every time — with citations.
| Factor | Manual / ChatGPT | Orchestra Research Analyst |
|---|---|---|
| Time per brief | 1–3 hrs, or generic in seconds | Minutes, decision-ready |
| Sources | A few tabs / unknown | Web + LinkedIn + news, cited |
| Consistency | Varies with your day | Same depth every time |
| Before every meeting | Rarely happens | Always ready |
| Ongoing monitoring | Manual, easily dropped | Scheduled memos |
| Evidence | Hard to retrace | Every claim sourced |
FAQ
Common questions about AI research analysts.
What is an AI Research Analyst?
An AI Research Analyst is an AI agent that does commercial research — digging into a prospect, account, competitor, or market and synthesizing it into a structured, cited one-page brief with your angle. Unlike a general chatbot, it connects to your sources, runs on a schedule, and delivers finished briefs before your meetings.
Is this for academic research?
No — it's built for business. Prospecting, account planning, competitor tracking, market mapping, and pre-meeting briefs. The output is decision-ready commercial intelligence, not a literature review.
Where do the briefs come from — can I trust them?
Every claim is tied to its source, so you can verify in seconds rather than taking it on faith. It synthesizes web, LinkedIn, news, and funding data and cross-references them instead of relying on a single page.
Where does it deliver the research?
Wherever you work — it writes the finished brief to Notion or Google Docs and notifies you on Slack or Telegram, typically before your meeting starts.
Can it monitor accounts and competitors over time?
Yes. Beyond one-off briefs, it runs on a schedule to track funding rounds, leadership changes, and launches across your accounts and competitors, and sends a weekly intelligence memo.
Walk in with the brief — every time.
Create a free account and deploy your AI Research Analyst — or book a demo and we'll set it up with you.