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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
⇄ Comparison dimension — pick the market you're actually shopping in
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Tradytics
✓ verifiedFreemium
AI-driven options flow and market analytics platform giving retail traders institutional-style data, scanners, and trade ideas.
121K visits/mo11K saves
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Macaron AI
✓ verifiedFreemium
Personal AI agent that builds custom mini-apps and tools on request and remembers your preferences to help with daily life.
184K visits/mo
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Voicepanel
✓ verifiedPaid
AI-assisted user-research platform combining surveys, video interviews, and rapid participant recruiting for product teams.
44K visits/mo
Pricing
Pay-as-you-go: 42.8% platform fee for corporate, 33.3% for academic/non-profit (no monthly fee)
Participant payment: minimum $8.00/hr, recommended $12.00/hr
Free: $0/mo (market overview, AI news feed, delayed analytics, daily scanner)
Full Pro Access: $69/mo, $15 for first 15 days (live options flow, AI trade ideas, premium scanners)
Discord Server Bot: $199/mo, $15 for first 15 days (options sweeps, live market data, 10+ bots)
Free trial available
No public pricing
No public pricing
Core features
- ✦Access to a verified and engaged participant pool
- ✦Self-serve platform for easy task setup and launch
- ✦Tools for AI training and evaluation
- ✦Fair compensation for participants
- ✦Audience checker
- ✦Live options flow and dark pool tracking
- ✦AI-summarized news feed by stock
- ✦Premium market scanners and algorithmic analysis
- ✦AI-generated trade ideas and portfolios
- ✦Discord bot integration with server-wide data access
- ✦Web, iOS, and Android access
- ✦Personal AI agent for daily life
- ✦Deep Memory that remembers user preferences
- ✦Builds custom tools and mini-apps on request
- ✦Personality test for personalization
- ✦Mobile app
- ✦Content and template library
- ✦Multi-format feedback collection (voice, video, text, surveys)
- ✦AI-adaptive follow-up questioning during interviews
- ✦Built-in participant panel with unlimited screening filters
- ✦In-product intercepts and shareable recruiting links
- ✦AI-generated theme analysis with supporting quotes/clips
- ✦Chat-with-your-data interface and MCP/LLM integration
- ✦Enterprise controls: custom AI prompts, permissions, spending caps
Use cases
- →Academic research
- →AI training and evaluation
- →Market research
- →User research & testing
- →Data annotation
- →Training & alignment
- →Evaluation & safety
- →Following real-time options sweeps and unusual activity
- →Getting AI-summarized news on specific tickers
- →Running a Discord community with shared trading data via bot
- →Scanning markets daily for setups using premium filters
- →Building AI-assisted trade ideas and portfolios
- →Getting personalized help with daily tasks
- →Generating small custom tools on demand
- →Building an AI that remembers your context
- →Creative writing and story generation
- →Testing early product or AI prototypes with target users
- →Evaluating website, app, or creative/message concepts
- →Building golden sets and benchmarks for AI model evaluation
- →Mapping customer journeys and segmenting audiences
- →Replacing traditional research agencies for faster insights
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