Skip to main content
NexoraLaunch home

Build log live

Oberik 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.

Oberik compared with Caybl.ai
DetailOberik logo OberikCaybl.ai logo Caybl.ai
What it doesAgent layer for SaaS with grounded answers, sandboxed tools, and per-customer isolation Hosted MCP server connecting Google Analytics, Ads and Search Console to Claude and ChatGPT
StageNot given Not given
FoundedNot given Not given
Based inNot given IE
Pricing modelFree Freemium
PricingFree during launch period. Customers pay their LLM provider directly for model usage at provider rates; Oberik does not markup or resell tokens. No credit card required, no usage meters tracked by Oberik itself. 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
  • Document-grounded answers with page and quote citations
  • Linux sandbox environment for agent execution
  • Per-customer cost tracking and billing
  • Memory and wiki persistence across sessions
  • Scheduled and recurring work with durability
  • Capability-scoped JWT tokens enforced per-request
  • Support for custom tools and MCP servers
  • Multi-model support with bring-your-own-keys
  • Server-side prompt injection and PII screening
  • SSH dashboard interface for programmatic configuration
  • 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
  • Hard isolation between customers with no shared state or tenant leakage
  • Citations with document, page and quote provided automatically with every answer
  • Only two API calls needed to integrate grounded AI into any SaaS product
  • Customers never charged by Oberik; direct billing from their own LLM provider keys
  • 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)1 no change since last check2 −3 (down) since last check
Trust Flow (Majestic)20
Citation Flow (Majestic)2127
Referring domains (Majestic)1929

5 details filled in for both companies.

More alternatives to Oberik More alternatives to Caybl.ai

Ask a question