QED Science 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.

QED Science compared with Caybl.ai
Detail	QED Science	Caybl.ai
What it does	Critical Thinking AI for constructive criticism and science evaluation	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	IL	IE
Pricing model	Freemium	Freemium
Pricing	Not given	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	Core claim extraction and validation Grant proposal evaluation Personalized research insights feed Validity scoring and contradiction resolution SOC 2 Type II and ISO 27001 compliance Data privacy with no model training on submissions	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	Only AI platform trained on feedback from thousands of domain experts including Nobel laureates User manuscripts never used for model training or fine-tuning Provides nature-reviewer-level feedback at scale Built by scientists for scientists	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)	35 +2 (up) since last check	2 −3 (down) since last check
Trust Flow (Majestic)	29	0
Citation Flow (Majestic)	25	27
Referring domains (Majestic)	157	29

5 details filled in for both companies.

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