CrowdListen / Research & marketing intelligence

Understand your market on X. Know what to do next.

Turn topic discussions, launch reactions and competitor timelines into a research brief. See recurring needs, inspect the source posts and decide what to build or say next.

Use your own agent. Follow the same job here.

A real research example

See what people are actually saying.

Research a topic, a launch or the accounts you care about. Get the recurring themes with the original posts attached.

SkyRL · launch discussionSaved research · unreviewed
16captured posts
Sep 26 – Oct 2, 2026

Hardware requirements are part of the story.

A collaborator’s post
“yes, just 2 nodes!”
Open original post

The author’s hardware claim is a research signal, not an independently verified benchmark.

Context behind the finding

Separate repetition from independent evidence.

A repeated announcement is not a second customer signal. The expert checks authorship, affiliation and context before turning posts into findings.

Evidence reviewSaved research
Two near-identical posts
Same collaborator · hardware claim
Same collaborator · repeated claim
1source of evidence

Count the underlying claim once.
Keep both source links.

Affiliation: collaborator
A brief you can act on

Turn the finding into a next move.

Use a cited brief to choose what to explain, test or build next. See where the evidence ends and the recommendation begins.

From evidence to a content briefDraft recommendation · saved research
Question

What does it take to try the training workflow?

Observed

A collaborator emphasizes running on two nodes. Repeated posts amplify the same claim.

Next move

Show the hardware, setup and limits in a reproducible walkthrough.

Still unknown

Independent user experience and production demand need further evidence.

Evidence behind this recommendation

Questions, answered

Is this every post on X?

No. Results describe captured evidence and its coverage limits. Engagement snapshots and audience affinity are not proof of purchase intent.

How is research priced?

Your agent checks the current offering and presents the agreed scope and quote before starting.