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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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XAPP AI
✓ verifiedPaid
AI booking and lead-capture agent for local service businesses that turns website and search traffic into appointments.
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Chatbotkit
✓ verifiedFreemium
Developer-focused platform to build and deploy AI agents across widgets, messaging apps, and SDKs, with security and observability.
59K visits/mo19K saves
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Gumloop
✓ verifiedFreemium
No-code platform for building and running AI agents that automate work across data, sales and support tasks.
701K visits/mo
Pricing
Starter: $99/month per location (online booking)
Growth: $249/month per location (booking + AI customer experience)
Pro: $399/month per location (booking + AI CX + AI analytics)
Free: $0 (3 bots, 50K tokens/mo)
Basic: $25/mo (5 bots, 1M tokens)
Pro: $65/mo (25 bots, 2M tokens)
Pro: $37/month (20k+ credits/month, unlimited seats)
Core features
- ✦24/7 AI booking agent embedded across Google, website and social channels
- ✦Automatic service-matching based on a customer's described issue
- ✦Lead/appointment delivery to CRM or field-service software via API
- ✦Business-intelligence reporting from every customer interaction
- ✦Multi-location pricing with volume discounts
- ✦Pre-built integrations across marketing and service channels
- ✦Build agents from datasets, skillsets, integrations
- ✦Embeddable widgets and SDKs
- ✦Messaging channels (Slack, Discord, WhatsApp, Telegram)
- ✦OAuth and MCP integrations
- ✦Bring-your-own model support
- ✦Whitelabel and custom branding
- ✦Observability, security, governance
- ✦Visual canvas to orchestrate multi-agent workflows
- ✦Prebuilt specialized agents (data, support, CRM, sales)
- ✦Access to many AI models with no vendor lock-in
- ✦Slack, Teams and email agent interaction
- ✦Recurring/scheduled tasks and triggers
- ✦Enterprise security: RBAC, VPC, audit logs, spend controls
Use cases
- →Home-service businesses (plumbing, HVAC) capturing after-hours leads
- →Multi-location franchises standardizing booking across sites
- →Agencies offering AI booking as a managed service to clients
- →Businesses wanting analytics on which channels drive bookings
- →Building custom AI agents for support or leads
- →Embedding AI widgets on websites and apps
- →Deploying agents across messaging platforms
- →Automate data analysis and reporting
- →Triage support tickets and spot patterns
- →Keep a CRM updated and research prospects
- →Deploy AI agents across a team's tools
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