DataDoe vs LaCrew

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 LaCrew
Detail	DataDoe	LaCrew
What it does	Amazon data and action layer for any AI	Spend controls, budgets and approvals for AI agents
Stage	Startup	MVP
Founded	2025	Not given
Based in	US	Not given
Pricing model	Free trial	Freemium
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: +$49 per 10M data rows, +$	Free plan: $0 during early access with 2 seats and 3 agents. Planned paid plans: Builder at $49/month with 5 seats and 25 agents; Scale at $199/month with 25 seats and 250 agents. Self-hosting is free.
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	Onchain allowances and epoch budgets Escalation through reporting tree Session keys with automatic expiration Constitutional governance with veto windows Declared flows and human gates Slack and Telegram supervision Visual org builder and workspace Apache-2.0 open source contracts and SDK Inference budgets for model and API calls Integration with Coinbase AgentKit and Safe
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	Bounded blast radius: compromised agents can only spend remaining epoch allowance on whitelisted targets Passkey root stays on user's device; cloud holds only scoped, expiring session keys Fully self-hostable open protocol with Apache-2.0 licensing Approval workflows follow real organizational structure, not smart contract code No token or cryptocurrency knowledge required to use the cloud platform
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)	23 +1 (up) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	16	0
Citation Flow (Majestic)	38	0
Referring domains (Majestic)	124	0

6 details filled in for both companies.

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