Bulkgrid vs Cogni
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Bulkgrid compared with Cogni
| Detail | 
Bulkgrid | C
Cogni |
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| What it does | The Knowledge Layer for AI Agents
| Memory that reasons
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | SE
| US
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| Pricing model | Not given
| Freemium
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| Pricing | Not given
| Free plan at $0 USD; Pro plan at $5 USD per month.
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| Key features | - Search for web pages, images, and news
- Crawl pages into Markdown, HTML, links, and screenshots
- Map discovery using website sitemaps
- Extract structured JSON from pages
- Index with scheduled refreshes and retrieval
- TypeScript and Python SDKs
- Model Context Protocol (MCP) integration
- REST API for all capabilities
- CLI for terminal and script access
- Private GitHub repository indexing
| - Entity-graph spreading activation for cross-vocabulary retrieval
- Works with any LLM model
- No LLM or GPU in retrieval path
- Point-in-time and windowed recall
- Timestamped memories
- Fixed recall cost as memory grows
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| What makes it different | - Maintains indexed knowledge with automatic scheduled refreshes
- Provides source references for verifiable answers
- Supports both public and private knowledge sources
- Handles infrastructure for data pipelines
| - Reaches answers across unrelated documents that share no keywords, where vector search scores zero
- Deterministic retrieval with no model in the path, so results never vary between queries
- Constant per-query cost regardless of memory size, even at 32,000 words
- No infrastructure to run—no vector database, cluster, or GPU needed
- Works with any model, so small local models gain the most from better retrieval
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| Free plan | Not given
| Not given
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| Open source | Not given
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| Platforms | Not given
| Not given
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| Public API | Not given
| Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 4 ● no change since last check | 4 ● no change since last check |
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| Trust Flow (Majestic) | 8 | 2 |
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| Citation Flow (Majestic) | 26 | 21 |
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| Referring domains (Majestic) | 30 | 34 |
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4 details filled in for both companies.
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