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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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Chatwith
✓ verifiedFreemium
White-label custom-GPT chatbot builder for agencies reselling AI support bots trained on client sites, files and 5,000+ apps.
20K visits/mo8.2K saves
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Brainfish
✓ verifiedPaid
AI self-service support agents for B2B that resolve customer questions across chat, email, in-product and Slack.
9.1K visits/mo5.3K saves
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nele.ai
✓ verifiedFree trial
GDPR-compliant AI platform for companies with usage-based pricing, a prompt library, RAG knowledge base and central admin controls.
6.1K visits/mo
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Lookfor
✓ verifiedPaid
Shopify AI chatbot for CX that automates support and product recommendations to cut tickets and lift sales.
12K visits/mo
Pricing
Hobby: $19/mo
Free: $0
Pro: $35 / month
Team: $599 / month
Enterprise: Custom
No public pricing
7-day free trial: 1,000 credits
1,000 credits: EUR10/mo
10,000 credits: EUR90/mo
Knowledge database add-on: EUR19.95/mo
Free trial available
Base plan: from $1,200/mo
Free trial available
Core features
- ✦Train bots on websites, documents and YouTube
- ✦5,000+ integrations plus API-driven actions
- ✦One-line widget embed and messaging-app channels
- ✦Full white-label and multi-client management
- ✦Switchable models (GPT, Claude, Gemini, Mistral)
- ✦95+ languages with analytics and lead capture
- ✦Open-source AI knowledge base
- ✦AI-native research agent
- ✦Up to 70% reduction in document-digging time
- ✦REST API and SDKs for custom integrations
- ✦Image Grounding (embedding context from images & diagrams)
- ✦Deep Research (generating insights from thousands of documents)
- ✦Connectors for enterprise data integration
- ✦Visual-first Retrieval and Diagram Intelligence
- ✦Knowledge Graphs
- ✦Support for OSS & On-prem deployments
- ✦AI support agents across chat, email, in-product, Slack
- ✦Grounded answers with citations on every reply
- ✦Personalization by plan, role, region or account
- ✦Ingests docs, tickets, calls and knowledge bases
- ✦Evaluation analytics and gap detection
- ✦Enterprise security (SOC 2, ISO 27001, data residency)
- ✦Access to many AI models (GPT, Claude, Llama, etc.)
- ✦Usage-based pricing (no per-user license)
- ✦RAG knowledge bases with source citations
- ✦Prompt library and assistance prompts
- ✦Word/Excel add-ins and API integration
- ✦Central admin, SSO (SAML 2.0), pseudonymization
- ✦German-hosted, GDPR-compliant, no training on your data
- ✦Inbound support automation agents
- ✦Outbound retention campaigns
- ✦Multi-channel: email, storefront, Instagram, Facebook
- ✦Order and subscription modifications
- ✦Shipping delay handling
- ✦Real-time knowledge from FAQs and policies
- ✦Customer insight analytics
Use cases
- →Automating repetitive customer support
- →Agencies reselling branded chatbots
- →E-commerce and lead-generation assistants
- →Multilingual website help desks
- →Accelerating research for knowledge workers
- →Getting answers from research papers, reports, and company documents
- →Generating insights from large volumes of documents (1000s)
- →Performing search over complex diagrams, schematics, and datasheets
- →Building custom integrations with enterprise data
- →Deploying AI knowledge solutions in regulated industries or at massive scale
- →Proof-of-concept projects for individual developers
- →Automating B2B customer support
- →Deflecting repetitive support tickets
- →Powering internal team copilots
- →Surfacing upsells inside support chats
- →Give all employees secure AI access
- →Query company documents via RAG
- →Standardize prompts across an organization
- →Integrate AI into existing tools and workflows
- →Automating Shopify customer support
- →Turning support chats into sales
- →Reducing support ticket volume
- →Personalized product recommendations
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