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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Keymate.AI
✓ verifiedFreemium
AI memory workspace that saves your own sources (PDFs, Docs, YouTube, email) and answers questions from them, also inside ChatGPT.
1.5K visits/mo11K saves
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bundleIQ
✓ verifiedFreemium
AI knowledge platform (Alani) that turns files, video, audio and docs into cited, source-grounded answers with persistent memory.
2.3K visits/mo1.9K saves
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LightOn
✓ verifiedFreemium
Production RAG API for developers: parse, extract and search documents with SOTA OCR and cited retrieval, cloud or on-prem.
29K 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
No public pricing
Starter: $9/mo
Pro: $18/mo
Expert: $25/mo
Free: $0
Basic: $12/mo
Pro: $40/mo
Max: $100/mo
Starter: Free + usage (parsing €0.002/page)
Business: €149/mo + usage (100 GB storage, unlimited users)
Free trial available
Base plan: from $1,200/mo
Free trial available
Core features
- ✦Private memory built from your own files and sources
- ✦Supports PDFs, Google Docs, URLs, YouTube and emails
- ✦Scoped, grounded question answering
- ✦Organization by project/campaign with shared team collections
- ✦Use inside ChatGPT
- ✦Automation via Make.com
- ✦Access to multiple AI models (GPT-4, Claude 3, Mixtral)
- ✦PDF analysis
- ✦AI image generation
- ✦AI data scientist
- ✦AI visualizations
- ✦Music composition
- ✦Source-cited, grounded AI answers
- ✦Persistent memory across sessions
- ✦Video, audio, PDF and doc parsing
- ✦Choice of LLM (GPT, Claude, Gemini)
- ✦Alani Hub, Connect and Insights products
- ✦Collaboration and sharing
- ✦Enterprise-grade privacy
- ✦Parse endpoint with SOTA OCR (LightOnOCR-2)
- ✦Extract endpoint for schema-based JSON
- ✦Search endpoint with hybrid retrieval and citations
- ✦MCP-native and LLM-agnostic
- ✦Workspaces and chunk-level access control
- ✦On-prem, VPC or air-gapped deployment
- ✦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
- →Querying your own documents with AI
- →Marketing, ops and sales knowledge management
- →Keeping team knowledge searchable and shared
- →Auto-capturing and searching emails
- →Chat with PDF documents to get instant insights
- →Turn data into easy-to-understand visuals
- →Create high-quality images with AI
- →Manage tasks more efficiently with AI assistance
- →Personal 'second brain' knowledge base
- →Verified research and analysis
- →Content communities and monetization
- →Enterprise data workflows and insights
- →Build production RAG without a long in-house pipeline
- →OCR and structure scanned documents
- →Grounded document search with citations for agents
- →Deploy secure enterprise document intelligence
- →Automating Shopify customer support
- →Turning support chats into sales
- →Reducing support ticket volume
- →Personalized product recommendations
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