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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.

389K visits/mo
viral.app logo
viral.app
✓ verifiedFree trial

Analytics and payout platform for tracking UGC creator performance and managing campaigns across TikTok, Reels, and Shorts.

35K visits/mo19K saves
40K visits/mo
PromptLoop logo
PromptLoop
✓ verifiedPaid

B2B sales research and data enrichment inside spreadsheets.

44K visits/mo3.4K saves
ChatPDF logo
ChatPDF
✓ verifiedFreemium

Popular tool to chat with PDFs and other documents, giving summaries and cited answers, with a free daily tier and no-signup start.

1.8M visits/mo43K saves
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

No public pricing

Free trial available

Development: Free
Standard: Starting from $68/month
Enterprise: Limited-time offer
Free: $0 /mo
Growth: $750 /mo (Monthly), $500 /mo (Annually)

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
  • Cross-platform UGC analytics for TikTok, Reels, Shorts, and Facebook Reels
  • No-login tracking of any public creator or competitor account
  • Campaign management with creator rosters and posting checks
  • Automated CPM/CPA/milestone-based creator payouts and invoicing
  • AI-based trend and hook analysis from a video library
  • API and integrations with Slack, Discord, and n8n
  • Fully SQL-compatible vector database
  • Fast and powerful queries (vector search, text search, filtered search, complex queries)
  • Enhanced RAG effectiveness
  • High-performance and cost-efficient MSTG vector engine
  • SQL/Relational Vector Database
  • Powerful Full-Text Search (BM25)
  • Integrates with AI Stack
  • Security and Compliance (SQL-based RBAC, SOC 2, ISO 27001 Compliance)
  • AI-powered text transformation, extraction, and summarization in Google Sheets and Excel
  • Automated web scraping and deep B2B research
  • CRM data enrichment and sales lead validation
  • Custom AI models and pre-built templates for data extraction
  • Scalable cloud infrastructure for large-volume data processing
  • Integration with CRMs (e.g., HubSpot) and REST API
  • Market-leading accuracy for data results
  • Unlimited data import and export
  • Chat with PDFs, Word, PowerPoint and text files
  • Summaries with cited sources
  • Multi-file chats via folders
  • Any-language upload and chat
  • Extra tools: AI writer, detector, flashcards, slides
  • No-signup quick start
Use cases
  • Academic research
  • AI training and evaluation
  • Market research
  • User research & testing
  • Data annotation
  • Training & alignment
  • Evaluation & safety
  • Brands tracking and paying UGC creators across platforms
  • Marketing teams monitoring competitor short-form video performance
  • Agencies managing multiple influencer campaigns from one dashboard
  • Growth teams researching viral video trends for creative briefs
  • RAG for Domain Knowledge Base
  • Recommendations
  • Chatbot
  • Image Search
  • Analyzing sales lists and generating keywords/SEO content
  • Automating B2B research and CRM data enrichment
  • Extracting company data, buying signals, and custom insights from websites
  • Building prospect databases and validating sales leads
  • Transforming messy text and unpacking survey responses
  • Drafting emails and outreach
  • Processing thousands of URLs simultaneously for research
  • Understand research papers
  • Study and homework help
  • Review contracts and reports
  • Translate and summarize documents
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