Compare tools
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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Apify
✓ verifiedFreemium
Full-stack platform for web scraping, data extraction, and automation; category leader.
4.4M visits/mo2.0K saves
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Intercom
✓ verifiedPaid
AI-first customer-service helpdesk built around the Fin AI agent, for support teams handling omnichannel conversations.
3.1M visits/mo
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liteLLM
✓ verifiedFreemium
Open-source AI gateway giving dev teams unified access, fallbacks and spend tracking across 100+ LLMs.
703K visits/mo
Pricing
No public pricing
Free: $0/mo ($5 included usage)
Starter: $29/mo ($26/mo billed annually)
Scale: $199/mo ($179/mo billed annually)
Business: $999/mo ($899/mo billed annually)
Free trial available
Essential: $29 per seat/mo (billed annually) + $0.99 per Fin resolution
Advanced: $85 per seat/mo (billed annually) + $0.99 per Fin resolution
Expert: $132 per seat/mo (billed annually) + $0.99 per Fin resolution
Fin AI Agent (on existing helpdesk): $0.99 per Fin resolution (50 resolutions per month minimum)
Copilot: $29 per agent/mo (billed annually)
Proactive Support Plus: $99 /mo
No public pricing
Free trial available
Open Source: $0 (self-hosted, 100+ providers)
Free trial available
Core features
- ✦Email Marketing
- ✦SMS Marketing
- ✦Mobile Push Notifications
- ✦Customer Data Platform (CDP)
- ✦Product Reviews Collection
- ✦Segmentation
- ✦Automated Flows
- ✦AI-powered content generation
- ✦Predictive Analytics and Benchmarks
- ✦Real-time data activation
- ✦Web scraping
- ✦Data extraction
- ✦Browser automation
- ✦AI agents
- ✦Anti-blocking
- ✦Proxy rotation
- ✦Open-source tools (Crawlee)
- ✦Ready-made tools and code templates
- ✦Fin AI Agent for automated customer support
- ✦Omnichannel support (inbox, tickets, phone, help center)
- ✦AI-enhanced inbox for agent productivity
- ✦AI Insights & Reporting for performance optimization
- ✦Workflow automation with a visual builder
- ✦Fin AI agent for customer service
- ✦Omnichannel agent inbox
- ✦AI-assisted ticketing
- ✦Copilot agent assistant
- ✦AI conversation insights and scoring
- ✦No-code automations
- ✦Unified access to 100+ LLMs in OpenAI format
- ✦Cost/spend tracking per key, user and team
- ✦Budgets and rate limiting
- ✦Automatic provider fallbacks and retries
- ✦Virtual keys and team management
- ✦Logging and observability integrations
Use cases
- →Sending rich, engaging email campaigns with dynamic content and product recommendations.
- →Reaching VIP customers via SMS for two-way conversations.
- →Boosting engagement and retaining mobile app users with perfectly timed notifications.
- →Consolidating and activating customer data to create comprehensive customer profiles.
- →Collecting and showcasing customer-written reviews to build trust and increase sales.
- →Automating marketing workflows and campaigns for personalized customer journeys.
- →Analyzing campaign performance with accurate attribution and reporting.
- →Guiding marketing strategy with AI, predictive analytics, and peer benchmarks.
- →Data for generative AI
- →Lead generation
- →Market research
- →Sentiment analysis
- →Providing instant customer service with Fin AI Agent
- →Managing customer inquiries across multiple channels
- →Automating support workflows to improve efficiency
- →Empowering support agents with AI-powered tools
- →Gaining insights into customer service performance
- →Automating customer support with AI
- →Assisting human agents in real time
- →Routing and resolving tickets
- →Analyzing support quality and trends
- →Giving developers governed access to many LLMs
- →Attributing and controlling LLM spend
- →Keeping apps running during provider outages
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