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DataDoe vs AINRA

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

DataDoe compared with AINRA
DetailDataDoe logo DataDoeAINRA logo AINRA
What it doesAmazon data and action layer for any AI The identity layer for autonomous AI
StageStartup Startup
Founded2025 2026
Based inUS Not given
Pricing modelFree trial Open source
Pricing$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: +$49 per 10M data rows, +$ Not given
Key features
  • 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
  • Offline verification in milliseconds
  • Cryptographic passports for agents
  • Revocation under 60 seconds
  • Authority classes and assurance tiers
  • No central authority calls required
  • Local registrar lifecycle
  • Request signing with short-lived keys
  • Public conformance testing
  • Fail-closed HTTP gating
  • Appeal mechanism for revocation
What makes it different
  • 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
  • Neutral non-profit root barred by charter from issuing credentials or computing scores
  • Fully open standard with published conformance vectors and reproducible releases
  • Verification runs offline without phoning home to any authority
  • Four independent implementations agreeing on all conformance vectors
  • Public recorded ceremony to establish the root across independent custodians
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)23 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)160
Citation Flow (Majestic)380
Referring domains (Majestic)1240

6 details filled in for both companies.

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