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LLM Flow Designer vs LoomaScale

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

LLM Flow Designer compared with LoomaScale
DetailLLM Flow Designer logo LLM Flow DesignerLoomaScale logo LoomaScale
What it doesVisual builder for deterministic AI agent networks AI ad operator for Google Ads and Meta Ads that works inside ChatGPT and Claude
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Freemium
PricingPay-what-you-think pricing during soft launch with a minimum of $5/month. 7-day money-back guarantee after activation. Free trial for 14 days with unlimited ad accounts and no credit card required. Paid plans: Starter at $19 per month (2 ad accounts included, $9 per additional account), Business at $39 per month (5 ad accounts included, $5 per additional account), Portfolio at $149 per month (50 ad accounts included
Key features
  • Real-time execution tracking with token cost monitoring
  • PDF rasterization and chunking for image-based PDFs
  • Dynamic document loading from Google Drive, APIs, and MCP sources
  • Quorum-based consensus verification for field extraction
  • Loop patterns for iterating over LLM list elements
  • Field-level context mapping between nodes
  • Self-hosted execution with customer API keys
  • Encrypted credential management for Drive, REST, URLs, and MCP
  • Non-technical user interface for prompt and flow editing
  • Campaign creation and editing paused by default
  • Daily pacing and delivery checks
  • Wasted spend detection and keyword blocking
  • Plain-English reporting
  • Daily spend cap enforcement
  • Integration with ChatGPT, Claude, Slack and other AI assistants
  • Google Analytics 4 and Search Console read-only access
  • Multi-account management across Google, Meta and LinkedIn
  • Memory of targets and brand rules
  • No password required - OAuth-based authorization
What makes it different
  • Precise control over agent paths without code-first framework overhead
  • Field-level context injection instead of dumping all data into prompts
  • Live control and inspection without redeployment cycles
  • Compliance-ready with self-hosted execution and customer-controlled keys
  • Purpose-built for PDF pipelines and document extraction workflows
  • Works inside ChatGPT or Claude you already use
  • Campaigns start paused with no way to activate through LoomaScale
  • Daily spend cap cannot be exceeded
  • Flat monthly pricing with no percentage of ad spend
  • No copies kept of campaigns or reports
Community votes00
DR (Domain Rating by Ahrefs)4 no change since last check33 no change since last check
Trust Flow (Majestic)161
Citation Flow (Majestic)2731
Referring domains (Majestic)18853

5 details filled in for both companies.

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