Oberik vs DataDoe

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 DataDoe
Detail	Oberik	DataDoe
What it does	Agent layer for SaaS with grounded answers, sandboxed tools, and per-customer isolation	Amazon data and action layer for any AI
Stage	Not given	Startup
Founded	Not given	2025
Based in	Not given	US
Pricing model	Free	Free trial
Pricing	Free 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.	$97 per month after a 14-day free trial. Includes 2,000 AI tokens per month (4,000 for the first 3 months), 10,000,000 data rows, one seat, unlimited Seller Central, Vendor Central and Amazon Ads connections, MCP, REST API, BigQuery access, and write-back Actions. Add-ons: +$49 per 10M data rows, +$
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	MCP and REST API access to 130+ Amazon tables Connect to any AI including Claude, ChatGPT, Gemini, Cursor Write-back Actions to update listings, prices, bids and orders BigQuery integration for custom queries and BI tools Unified data from Seller Central, Vendor Central and Amazon Ads About two years of historical data backfilled Amazon-approved for buyer PII handling
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	Single normalized schema joining Seller, Vendor and Ads data Retains data history longer than Amazon's API windows Lower AI token consumption than Amazon's own MCP Writes off by default with optional dry-run preview No per-account billing for unlimited Seller, Vendor and Ads connections
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)	1 no change since last check	23 +1 (up) since last check
Trust Flow (Majestic)	2	16
Citation Flow (Majestic)	21	38
Referring domains (Majestic)	19	124

5 details filled in for both companies.

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