LogNorm vs STELLA Automotive AI

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

LogNorm compared with STELLA Automotive AI
Detail	LogNorm	STELLA Automotive AI
What it does	The decision layer for growth: data, strategy and ranked plans for AI agents and teams	Conversational AI voice assistant for automotive dealerships that answers calls 24/7 and books service appointments
Stage	Not given	Not given
Founded	Not given	2022
Based in	Not given	US
Pricing model	Not given	Contact for pricing
Pricing	Free ($0/month) with top 5 moves and one website. Starter ($99/month) with 1 website and 1,500 credits/month. Growth ($149/month, most popular) with 3 websites and 4,000 credits/month. Scale ($299/month) with 10 websites and 12,000 credits/month. Credit packs: 1,000 credits for $12, 5,000 credits fo	Low setup fee plus monthly subscription; contact for pricing details
Key features	Site and GEO audit for SEO and AI crawler readiness Keyword research and topic clustering Competitor analysis from search data AI visibility tracking across ChatGPT, Gemini and Google AI Overviews Growth Plan with ranked moves Content briefs and AI-drafted posts with claims checking Company Brain for positioning and product facts Integration with AI agents via MCP Publishing to WordPress, Ghost, GitHub, Webflow and more Fix verification on live site and outcome measurement at 28 and 90 days	Multi-language support including English, Spanish, and Canadian French Customizable messaging and business rules Omnichannel engagement via voice, chat, and SMS Integration with major dealership systems SOC-2 compliant data security
What makes it different	Thinks for AI agents so they work on the right tasks, not guesses Ranks every task head-to-head with reasons shown Verifies agent work on live site and measures results Integrates with your existing Claude Code, Codex or Cursor at no extra cost	Appointment booking without human involvement - converts 56% of booking opportunities into confirmed appointments Approved FordDirect Vendor Purpose-built for automotive workflows with proprietary technology Frees up dealership staff for high-value customer interactions
Community votes	0	0
DR (Domain Rating by Ahrefs)	3 −1 (down) since last check	41 no change since last check
Trust Flow (Majestic)	0	11
Citation Flow (Majestic)	13	18
Referring domains (Majestic)	27	150

4 details filled in for both companies.

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