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INITE vs Inference Cooperative

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 Inference Cooperative
DetailINITE logo INITEInference Cooperative logo Inference Cooperative
What it doesAI automation and visibility for mid-sized companies Member-governed cooperative for AI inference
StageEstablished Not given
Founded2020 Not given
Based inUS Not given
Pricing modelFreemium Freemium
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 Dues: sliding scale starting at $5/month. All members receive $15/month credit for chat and API. Additional credits available for purchase; credits never expire and carry over month to month.
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
  • Web search built into chat
  • File uploads and document support
  • OpenAI-compatible developer API
  • Personal API keys
  • Encrypted enclave privacy option
  • 100% renewable energy option
  • Member governance participation
  • Shared monthly credit allowance
  • Publicly developed models
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
  • Member-governed cooperative structure where users help decide the direction and choices
  • Equal membership with sliding-scale pricing based on ability to pay
  • Choice of AI models by values including privacy and renewable energy
  • No data lock-in; members own their data and can cancel anytime
  • Credits never expire and carry over month to month
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 check12 −2 (down) since last check
Trust Flow (Majestic)226
Citation Flow (Majestic)2915
Referring domains (Majestic)35522

5 details filled in for both companies.

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