Customer requests a refund outside the normal window. What does our current policy allow and what exceptions apply?
AI-Ready Sources
Better AI Answers From Sources You Trust
Pick which sources your AI can use. Bulkgrid keeps them organized, up to date, and ready whenever needed, helping your AI deliver more accurate, consistent, and verifiable answers while reducing token usage.
Most AI guesses. Bulkgrid Uses Real Information.
Most AI sounds confident, but often guesses. Bulkgrid uses selected and verifiable information from continuously refreshed sources so answers stay accurate.
With Bulkgrid
Answers grounded in verifiable information from your selected sources.
Ordinary AI
Answers based on broad web search, without source control over what gets used.
Customer requests a refund outside the normal window. What does our current policy allow and what exceptions apply?
How it works
From source to AI-ready knowledge in minutes
Find an already-indexed source or create your own. Bulkgrid keeps it structured, continuously updated, and ready to use with your AI through API or MCP.
Find or create a source
Browse ready-to-use sources, or create your own from a website, github repository or documentation.
Subscribe to the source
Add it to your workspace and choose how it should be monitored and refreshed
Connect it to your Agent
Provide structured and clean knowledge to your AI agent through MCP, API or the SDK.
Stay continuously updated
Bulkgrid monitors changes and keeps the source ready for retrieval.
Product
A Knowledge Layer for Your AI
Bulkgrid turns websites and documents into a persistent, structured, queryable system.
Website Indexing
Deep crawl any public site from a single URL with full control over scope, paths, and depth. Automatically discover pages, follow links, and extract clean, structured content your AI can use immediately.
Document Ingestion
Index PDFs, DOCX, PPTX, XLSX, and more as they are discovered or added manually. Content is parsed, cleaned, and structured into sections, tables, and metadata for reliable retrieval.
Continuous Updates
Your knowledge stays current as sources change, without cron jobs or manual refresh. Bulkgrid detects updates, reprocesses content, and keeps everything in sync automatically.
Knowledge Layer
Access structured knowledge through API or MCP, organize it into collections, and power your agents with reliable, scoped data.
Stop Building Data Pipelines for AI
Most AI stacks break because retrieval is messy, stale, and inconsistent. Bulkgrid turns websites into real, usable knowledge for reliable answers.
No crawlers. No sync jobs. No maintenance.
Crawling
Parsing
Cleaning
Syncing
Storage
Indexing
Bulkgrid
The AI Knowledge Layer
Crawling
Parsing
Cleaning
Syncing
Storage
Indexing
Bulkgrid
The AI Knowledge Layer
Use Cases
Built for Real AI Workflows
Bulkgrid powers AI systems with reliable, continuously updated knowledge from the web so your AI stays accurate as data changes.
AI Customer Support
Stop your AI from giving outdated answers
When your docs, help center, or product information changes, most AI systems go stale - leading to incorrect answers and frustrated users. Bulkgrid continuously syncs and structures your support content so your AI always reflects the latest information.
Outcome
Fewer incorrect answersReduced support loadLess manual maintenance
Competitor Intelligence
Know instantly when competitors change anything
Tracking competitor websites manually is slow and unreliable and most tools break when sites change. Bulkgrid monitors websites continuously and turns updates into structured, queryable data your team or AI can act on immediately.
Outcome
Real-time market visibilityNo manual tracking or scrapingFaster, data-driven decisions
AI Agents & Builders
Stop rebuilding data pipelines for every AI project
Building crawlers, parsers, and update jobs for every new AI workflow slows teams down and breaks easily. Bulkgrid gives your agents access to structured, always up-to-date web data, without maintaining ingestion pipelines.
Outcome
Faster development cyclesNo ingestion infrastructureReliable, production-ready data
Developer Experience
Works With Your Stack
Use Bulkgrid with the tools you already via our SDK, API or MCP server.
SDK
Get started in minutes with a simple, developer-friendly JavaScript SDK.
MCP Server
Expose knowledge directly to your agents as tools using our MCP server.
Rest API
Query structured, always up-to-date knowledge using our Rest API.
MCP Terminalbulkgrid.mcp
123|4{5 "results": [6 { "title": "Scoped API Keys", "score": 0.94 },7 { "title": "Collection Permissions", "score": 0.89 }8 ]9}
Pricing
Scalable Pricing
Every team works differently - that's why our pricing is flexible. Pick the plan that fits your workflow today and adjust anytime as your projects evolve.
FAQ
Frequently Asked Questions
Everything you need to know about how Bulkgrid works and what it solves.
Bulkgrid is a platform that crawls and indexes your selected websites so AI answers can be grounded in verifiable source content instead of broad web guesses.
Normal AI web search can pull from broad, inconsistent sources. Bulkgrid retrieval is constrained to the sources you selected, which improves consistency, traceability, and answer reliability.
Bulkgrid indexes public websites and documentation sources you provide. You can point it to specific pages, sections, or domains that you want AI to retrieve from.
Bulkgrid continuously recrawls configured sources so indexed content stays current as those pages change.
No. Bulkgrid handles crawling, cleaning, extraction, indexing, and refresh workflows so your team can focus on building the AI experience instead of feeding the data into it.
Bulkgrid is for teams building retrieval-based AI experiences that need consistent answers from trusted sources. This includes agents, AI support, documentation assistants, and any workflow that depends on reliable, continuously refreshed data.