X research and marketing intelligence
Research a topic, model launch or set of X accounts. Compare captured posts, comments and engagement, distinguish product signals from promotion, and turn evidence into practical marketing ideas.
See the work
Illustrative sampleTopics, launches and competitor playbooks on X. Example brief and delivery format; no findings or metrics are claimed.
The deliverable
What should we learn from this conversation?
Cited marketing brief · original posts and comments · engagement and activity views · coverage and usage receipt
- A focused research brief
- Original posts behind each finding
- Observed patterns and next steps
- Coverage notes and a usage receipt
Skills within this expert
One expert. The method your question needs.
Topic and launch research
Discover relevant conversations, questions and reactions from an agreed start through cutoff. Keep comparisons and earlier model versions distinct.
Account and competitor research
Review selected official and approved affiliate accounts: publishing activity, formats, captured engagement, product launches and marketing moves.
Both methods use the same saved evidence library and Results workspace. Your agent agrees the scope before starting; follow-up analysis can reuse authorized originals.
About this expert
Specialized in the work.
Accountable to the brief.
Get from a research question to findings you can trace back to the source.
Bring the context
Your question and either a topic or account handles. Your agent agrees the publication window, timezone, account and affiliate list where relevant, post and comment filters, expected result and estimate before collection. Existing authorized sources can be reused.
Work through your agent
Discuss the goal, clarify what matters and agree on a deliverable. Your agent stays the place for questions and decisions.
Review something concrete
Inspect the evidence and discuss what to investigate next. New collection needs an agreed scope.
A BRIEF TO TRY“Compare @baseten and @FireworksAI_HQ over the past 30 days, or investigate the DeepSeek V4.1 Flash 1017 launch. Include comments, agree a minimum-like filter for main posts, and show what we can learn from the captured evidence.”
Good to know
Before we get to work.
What do I need to get started?
Your question and either a topic or account handles. Your agent agrees the publication window, timezone, account and affiliate list where relevant, post and comment filters, expected result and estimate before collection. Existing authorized sources can be reused.
What result will I receive?
Cited marketing brief · original posts and comments · engagement and activity views · coverage and usage receipt
How does pricing work?
Start with a deliverable and agree on its scope. Your agent checks availability and presents the exact quote and maximum charge before you approve. These packages are starting scopes, not prepaid purchases or a promise of a fixed rate.
Can I work with this expert from my own agent?
Yes, through a supported CrowdListen connection. Your agent helps clarify the outcome, passes questions and responses back, and retrieves saved work. Setup instructions and copied briefs do not by themselves create a connection or start a job. Long-running tasks continue in the cloud; progress depends on the expert’s current status.
What if the result needs a change?
Inspect the evidence and discuss what to investigate next. New collection needs an agreed scope.
Scope & availability
One expert, two collection methods: topic and launch search, or reviewed account timelines. Agree the method, window, filters and source limits before collecting. Reuse saved originals for follow-up analysis; incomplete history and reply coverage are disclosed.
One expert, two collection methods: topic and launch search, or reviewed account timelines. Agree the method, window, filters and source limits before collecting. Reuse saved originals for follow-up analysis; incomplete history and reply coverage are disclosed.
