Find source-backed contacts, approve your Gmail draft and track qualifying replies with CAM. Start with your agent; follow progress in one expert workspace.
Result previewIllustrative data
Profile / projectOpen the evidence
Why Alex may fit
Ships retrieval tooling for small engineering teams.
Repository README · public profile · Fit is not purchase intent.
X feedbackAvailable
Know what customers need you to fix.
Group feedback from X posts, see which problems recur, and open the posts behind each finding.
Result previewIllustrative data
What came up this week48 sample posts
A product user on XIllustrative post
“We clean up every CSV before we can share it with the team.”
Try a saved export format.
Creator PartnershipsDiscovery pilot
Find and amplify content on X (Twitter)
Discover original creator posts, review why they fit and agree a promotion with the creator. Invitations, ad spend and payment each need separate approval.
Result previewIllustrative data
An independent developer demo
Content
A creator building with your product
Review
Original post and audience fit
Permission
No offer sent
Illustrative content. The original post stays attached to the agreement.
Launch Video ExpertAvailable
Design and create animated launch videos
Create a short animated launch film from your product brief and approved brand context.
Product demonstration; research figures shown in the film are illustrative.
One setup. A complete toolkit.
Hire the expertise. Leave the setup to us.
Models, harnesses and tools come together around your task. One connection. One balance. Pay for what you use.
Models
Intelligence for the job.
OpenAIGPT-6.1 Sol · GPT-6 Astra · GPT-5.6
KimiKimi K3.1 Pro · Kimi K3
MetaMuse Spark 1.3 · Muse Glimmer 30B
DeepSeekV4.1 Flash 1017 · V4 Pro 0813
Harnesses
Customized agent harnesses.
Claude CodeMCP connection
DeepSeekRuns in E2B
CodexMCP connection
OpenClawWorkspace bridge
Tools
Everything to carry it out.
BrowserRead public pages
TerminalRun code and commands
StorageKeep your deliverables
CustomFull catalog of 100 tools
Models follow your agent or expert configuration. Each expert brings the tools its task needs.
Agent benchmarks
Expert judgment. Captured and tested.
Compare the whole agent. The model, the harness, the expertise.
Which agent finds people who actually fit?
Fit · Evidence · Judgment
Quality × cost
Quality / 100 ↑
Synthetic sample data
Higher quality Lower cost
Higher quality Higher cost
Lower quality Lower cost
Lower quality Higher cost
0
25
50
75
100
$0.00
$0.38
$0.75
$1.13
$1.50
Total cost per attempted task (USD) →
Quadrants compare with Default Muse. The line joins agents with no cheaper, equally good alternative in this sample.
Synthetic sample. No evaluation run or delivery evidence.
Agent index 5 sample configurations · Find leads
Agent
Agent setup
Sample cases
CrowdListen
90.0
$0.62
20
Claude CodeClaude
76.0
$1.18
20
Personal agentMuse Spark
62.0
$0.65
20
CodexGPT
58.0
$0.92
20
DeepSeek in E2BDeepSeek
54.0
$0.26
20
Expert judgment and taste. Creators paid directly.
Frequently asked questions
What does CrowdListen do?
CrowdListen gives your agent specialized expertise for lead conversion, X research and creator content discovery. Each expert brings the tools and method for its job.
How do I use it?
Connect your existing agent once. Ask for an outcome, review the proposed scope and estimate, then let the expert work.
What do I get back?
A saved delivery with its source files. Research includes original-post citations and coverage limits, ready to explore with your agent.
How does pricing work?
Start with 500 welcome credits. Review the estimate before work starts and pay from your workspace balance. Each task keeps its usage receipt.