Wide research

Ask a question. Get a researched, cited answer.

Ceven's wide research reads many sources and hands back a structured, cited brief — with the key takeaways you can act on. Ask from chat, or drop it into any workflow as a step.

Auto-routed · multi-source · every claim cited

Ask Ceven

How is the AI meeting-notes market evolving, and who leads it?

Routed to Wide researchauto-detected
Reading sources
Web search
Industry reports
Vendor sites
User reviews
News & filings
Docs & PDFs
Synthesizing a structured, cited brief
How it works

From a question to a cited brief.

One chat does the routing, the reading, and the writing. You bring the question.

01

Ask in plain language

Type a question the way you'd ask a colleague. No query syntax, no filters, no setup — one chat understands what you're after.

02

It auto-routes to wide research

Ceven recognizes a research question and spins up wide, multi-source research on its own — no mode to pick, no agent to wire.

03

It reads many sources

Ceven searches the open web and reads across many sources in parallel, weighing what they say instead of returning a single summary.

04

It synthesizes — with citations

You get a structured brief: clear sections, the key takeaways pulled to the top, and a citation behind every claim so you can verify it.

05

Export it — or use it in a workflow

Save the brief to your library, or make wide research a step that runs on a schedule or trigger and delivers the brief automatically.

Use cases

What teams research with Ceven.

Any question worth reading a stack of sources for — answered as a brief you can trust and reuse.

Market & competitor research

Map a category, profile the competitors, and track pricing and launches — every point backed by a source you can open.

Due diligence

Vet a company, vendor, or investment. Pull the public record into one cited brief before the call or the contract.

Lead & account research

Brief every account before outreach: what they do, their recent moves, and the angle most likely to land — ready for the rep.

Content research

Gather and cite the source material for a post, page, or report — the facts and references, organized and ready to hand to the writer.

Scheduled monitoring

Re-run the same research on a schedule and get a fresh brief whenever something changes — competitors, prices, regulation, or a market.

Topic deep-dives

Get up to speed on an unfamiliar topic fast — a structured primer with citations, not a wall of open browser tabs.

Research brief
Sample
Question

How is the AI meeting-notes market evolving, and who leads it?

Wide research·30 sources·fully cited
Key takeaways
  • Adoption is moving from individual note-takers to team-wide rollouts tied into the CRM.
  • Pricing is converging on per-seat, with usage-based transcription as the common upsell.
  • The clearest gap buyers cite is data residency and reliable CRM write-back.

Market overview

Demand has shifted from personal transcription toward team deployments that sync notes and action items into the system of record.[1][2]

Key players

A handful of category leaders compete on accuracy, integrations, and admin controls, while newer entrants undercut on price.[3][4]

Pricing & packaging

Per-seat remains the norm; metered transcription and AI credits are the emerging add-on.[5]

Risks & gaps

Buyers weigh data residency and CRM write-back more heavily than raw transcription quality when choosing.[6]

Sources
[1]Industry market report
[2]Aggregated user reviews
[3]Vendor pricing pages
[4]Product documentation
[5]Analyst commentary
[6]Practitioner survey

+ 24 more sources read and cited

What you get

A brief, not a blurb.

Every answer comes back as real output you can hand to a teammate — structured, sourced, and ready to act on.

Structured sections

An executive read and clearly-organized sections — not a chat blurb you have to re-skim.

A citation on every claim

Each point links back to the source it came from, so you can verify it and quote it with confidence.

Key takeaways up top

The decisions and the “so what” pulled to the front, ready to paste into a doc or a deck.

Built to be reused

Export the brief, save it to your library, or pipe it straight into a workflow as the next step's input.

Frontier models do the reading·every run logged & traceable·you stay in control
Pair with workflows

Make research run on its own.

Drop wide research into a workflow as a step. Trigger it on a schedule or an event, and have the brief delivered where your team already works.

Trigger

Every Monday, 7:00am

Step

Wide research — competitor pricing & launches

Deliver

Post the brief to #market-intel

Turn your next question into a cited brief.

Start free. Ask anything — Ceven does the reading and shows its sources.