Inference Cooperative 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.

Inference Cooperative compared with Caybl.ai
Detail	Inference Cooperative	Caybl.ai
What it does	Member-governed cooperative for AI inference	Hosted MCP server connecting Google Analytics, Ads and Search Console to Claude and ChatGPT
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	IE
Pricing model	Freemium	Freemium
Pricing	Dues: sliding scale starting at $5/month. All members receive $15/month credit for chat and API. Additional credits available for purchase; credits never expire and carry over month to month.	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	Web search built into chat File uploads and document support OpenAI-compatible developer API Personal API keys Encrypted enclave privacy option 100% renewable energy option Member governance participation Shared monthly credit allowance Publicly developed models	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	Member-governed cooperative structure where users help decide the direction and choices Equal membership with sliding-scale pricing based on ability to pay Choice of AI models by values including privacy and renewable energy No data lock-in; members own their data and can cancel anytime Credits never expire and carry over month to month	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 plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	12 −2 (down) since last check	2 −3 (down) since last check
Trust Flow (Majestic)	6	0
Citation Flow (Majestic)	15	27
Referring domains (Majestic)	22	29

5 details filled in for both companies.

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