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Vectorize vs Caybl.ai

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Vectorize compared with Caybl.ai
DetailVectorize logo VectorizeCaybl.ai logo Caybl.ai
What it doesAgent memory that learns from experience Hosted MCP server connecting Google Analytics, Ads and Search Console to Claude and ChatGPT
StageStartup Not given
Founded2024 Not given
Based inUS IE
Pricing modelFreemium Freemium
PricingSelf-hosted: Free, MIT licensed. Hindsight Cloud: Pay-as-you-go with free credits to start. Retain (store memories) $10.00 per million tokens, Recall (retrieve memories) $0.75 per million tokens, Reflect (synthesize patterns) $0.05 per call, Iris Extract (structured extraction) $7.50 per million tok Free: 50 credits to ask in Caybl, Google Analytics in Claude/ChatGPT with unlimited questions, no card required. Pro: $29/month with 500 credits/month, all data sources (Google Ads, Search Console, Bing, Microsoft Advertising, Tag Manager, YouTube, PageSpeed), and unlimited questions in Claude/ChatG
Key features
  • Per-user persistent memory with preferences, history and decisions kept separate
  • Cross-session persistence allows context to survive weeks between interactions
  • Fast parallel retrieval in under 100ms through four strategies running simultaneously
  • Works with any LLM without losing learned context when swapping models
  • Learns from mistakes and corrects behavior on repeated problems
  • Automatic pattern detection synthesizes individual facts into consolidated knowledge
  • Conflict detection preserves both old and new states with timestamps when facts change
  • Integrates with 20+ coding agents including Claude Code, Cursor, and Copilot
  • Google Analytics connector with standard reports, realtime reports, funnel reports, account/property lookup, custom dimensions and metrics
  • Search Console queries, pages and index status tracking
  • Bing Webmaster Tools with crawl health, backlinks and keyword research
  • Microsoft Advertising campaigns, keywords and performance management
  • Tag Manager container audits and version history
  • YouTube channel analytics including revenue for monetized channels
  • PageSpeed Insights and Core Web Vitals auditing
  • One-click disconnect with immediate OAuth revocation
  • Built-in assistant powered by Claude with one-click fixes for negative keywords and budgets
What makes it different
  • 94.6% retrieval accuracy on LongMemEval-S, beating next-best system at 74.0%
  • MIT licensed open source with no usage limits, telemetry or restrictions
  • Reflection layer automatically builds judgment and mental models over time without manual tagging
  • Entity resolution handles hundreds of entities with 99.5% query reduction
  • No setup required - sign in once with Google, no tokens or credentials to manage
  • Ask questions in your own AI (Claude, ChatGPT) with unlimited questions on all plans
  • Write access with dry-run preview and approval required before any changes apply
  • Data fetched on demand from live APIs, never stored or warehoused
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)68 +1 (up) since last check5 +1 (up) since last check
Trust Flow (Majestic)180
Citation Flow (Majestic)4727
Referring domains (Majestic)137829

6 details filled in for both companies.

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