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INITE vs Brian2 Atlas

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

INITE compared with Brian2 Atlas
DetailINITE logo INITEBrian2 Atlas logo Brian2 Atlas
What it doesAI automation and visibility for mid-sized companies Distributed neural simulation with MPI for Brian2 models
StageEstablished Startup
Founded2020 2026
Based inUS GB
Pricing modelFreemium Open source
PricingFree plan with 2 daily analyses. AI Visibility Starter $29/month (10 daily analyses, 3 queries). AI Visibility Growth $79/month (25 daily analyses, full 6 queries). AI Visibility Autopilot $149/month (50 daily analyses, full 6 queries, weekly re-audit). Services: Free Diagnostic (15 min), Local Star Not given
Key features
  • AI citation audit testing what AI models say about your brand in real queries
  • AI identity files checker for ai.json, llms.txt, robots.txt
  • AI crawler policy analysis for GPTBot, ClaudeBot, Perplexity
  • Schema.org markup structured data analysis
  • Technical SEO audit with canonical URLs and hreflang
  • Open Graph tags verification for AI sharing
  • Core Web Vitals and Lighthouse performance scoring
  • Market intelligence on pain points and decision criteria
  • AI-powered workflow automation for sales and support
  • MCP server integration for Claude and Cursor
  • Distributed simulation across MPI ranks
  • Multi-backend execution (CPU, GPU, Browser, MPI)
  • AtlasIR typed intermediate representation
  • Native forward and reverse execution for training
  • Retains Brian2 modelling interface
  • GPU execution on Apple Metal and NVIDIA CUDA
  • WebAssembly browser execution
  • CPU reference and AOT compilation
What makes it different
  • Free visibility audit for AI assistants with no card required
  • Transparent ROI modeling before any automation work is built
  • Production workflows deployed in 2-4 weeks with team handover
  • Audits measured on the same frozen prompt set for comparable results
  • Focus on small to mid-sized companies 10-200 employees
  • Distributed execution without sacrificing Brian2's familiar modelling interface
  • Open-source with published arXiv paper and reproduction materials
  • Explicit, verifiable execution plans via AtlasIR
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)37 −2 (down) since last checkNot checked yet −1 (down) since last check
Trust Flow (Majestic)223
Citation Flow (Majestic)2919
Referring domains (Majestic)35514

7 details filled in for both companies.

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