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VNCNT Labs vs Umwelt

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

VNCNT Labs compared with Umwelt
DetailVNCNT Labs logo VNCNT LabsUmwelt logo Umwelt
What it doesPay-per-use data tools for SEO, Google data, local business and e-commerce sellers An epistemic state engine that tracks what each character knows, and how they learned it
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelPaid Open source
PricingAll tools charge per use: Trademark Checker from $0.01 per listing, Print-Ready Image Upscaler from $0.06 per image, Keyword Search Volume from $0.003 per keyword, Keyword Ideas from $0.002 per idea, PNG to SVG Vectorizer from $0.02 per image, Google Ads Transparency Scraper from $0.001 per ad, Doma AGPL-3.0-only open source license. Commercial license available for closed-source products, services and hosted APIs. Free Play Exception covers free games, mods, interactive fiction and tabletop tools (excluding games with price, in-game purchases, ads, paid content or early access).
Key features
  • Trademark checker for print-on-demand and KDP listings with USPTO integration
  • AI-powered image upscaler to exact print sizes with 300 DPI and transparency
  • Bulk Google and Amazon search volume with CPC and 12-month trend
  • Keyword ideas from seed with reverse ASIN lookup for Amazon
  • PNG to SVG bulk converter for Cricut and laser cutting
  • Google Ads Transparency scraper to see competitor ads by domain
  • Domain SEO data with organic traffic, ranked keywords and backlinks in 94 countries
  • Local business lead lists from Google Maps with contact details and filters
  • Google Maps rank tracker with geo-grid heatmaps and competitor analysis
  • AI search visibility tracker for ChatGPT, Gemini and Google AI Overviews
  • Tracks what each character knows and how they learned it
  • Prevents AI models from leaking story information or twists
  • Records confirmed history that is never deleted
  • Single portable .umw file for entire world state
  • Works across TypeScript, .NET, CLI and any language via JSON protocol
  • Query from any character's point of view at any moment in time
  • Performance of 55-65 microseconds per query with half a million holdings
  • Free Play Exception for non-commercial games and tabletop tools
What makes it different
  • Pay-per-use pricing with no subscription or minimum spend required
  • Access to 26 specialized tools covering SEO, Google data and e-commerce needs
  • API-based tools that integrate directly into workflows and support AI agent integration via MCP
  • Bulk processing capabilities for scaling across thousands of domains or products
  • Real-time alerts for new data like jobs, articles, reviews and backlinks
  • Separates world state from character knowledge to prevent narrative leakage
  • Guarantees written down with conformance testing across all clients
  • Idempotent writes ensure consistency across retries
  • Works without AI or can control what AI models are allowed to know
  • Open source with commercial licensing option for closed-source products
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)4 −3 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)04
Citation Flow (Majestic)1312
Referring domains (Majestic)11

5 details filled in for both companies.

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