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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.
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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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Wizardshot
✓ verifiedFree
Chrome extension and web app that turns screen recordings into step-by-step tutorials for teams writing internal docs.
5.7K visits/mo3.4K saves
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Ragie
✓ verifiedFreemium
Managed context/RAG API that indexes, parses and retrieves documents, images, audio and video for developers building AI agents.
16K visits/mo
Pricing
Hobby: $19/mo
Free: $0
Pro: $35 / month
Team: $599 / month
Enterprise: Custom
No public pricing
No public pricing
Developer: Free (1,000 max page processing)
Starter: $100/month (10,000 total pages)
Pro: $500/month (60,000 total pages)
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)
- ✦One-click screen capture that auto-builds tutorials
- ✦Export finished guides to PDF or DOC
- ✦Embed videos and auto-convert steps into GIFs
- ✦Restrict access and invite teammates to shared guides
- ✦Blur sensitive on-screen information before sharing
- ✦Usage analytics on tutorial engagement
- ✦Push tutorials into a connected knowledge base
- ✦Hybrid vector, keyword and summary indexing
- ✦Native connectors to Google Drive, Notion, Slack and others
- ✦Multimodal ingestion of text, PDF, image, audio and video
- ✦Agentic OCR document parsing with structured extraction
- ✦Custom entity extraction via plain-language instructions
- ✦MCP server for permissioned agent access
- ✦Multi-tenant data partitioning
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
- →Writing internal help documentation quickly
- →Onboarding new employees with visual walkthroughs
- →Sharing how-to guides across a team without manual writing
- →Creating public-facing product tutorials
- →Adding accurate retrieval/context to an AI agent or assistant
- →Building AI search over a company's Drive/Notion/Slack knowledge base
- →Extracting structured entities and tables from documents at scale
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