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OperStack vs Lanesra AI

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

OperStack compared with Lanesra AI
DetailOperStack logo OperStackLanesra AI logo Lanesra AI
What it doesGet named by ChatGPT, Claude, Perplexity and Gemini, not just found on Google The analytics layer for AI search
StageNot given Not given
FoundedNot given Not given
Based inAR Not given
Pricing modelFreemium Free trial
PricingFree check: no signup required. OperStack Watch: $35 a month or $299 a year, with 7 days free. Full audit: $149 one-time. Fix service: $249 for sites up to about fifty pages. Company Plan: €150/mo (excl. VAT) or €1,500/year (excl. VAT); 60 prompts at entry level, up to 400 prompts on Advanced plan; custom pricing available.
Key features
  • Free AI visibility check scoring sites out of 100 across five areas
  • Weekly reports showing whether ChatGPT and Perplexity name you
  • Identifies competitors that AI assistants name instead
  • Ready-to-paste fixes for each finding
  • Checks 10 pages of your site, not just homepage
  • Integration with Claude, Cursor and Codex for in-chat reports
  • Email delivery or access via private My Watch dashboard
  • Tests 14 AI crawlers including ChatGPT, Perplexity and Claude bots
  • Shows which pages AI assistants read before answering questions
  • AI search visibility tracking across ChatGPT, Gemini, Claude, Perplexity and other models
  • Daily tracking and snapshot generation
  • Brand sentiment analysis
  • Competitor benchmarking and monitoring
  • Source and citation analysis
  • Custom prompt creation and AI-suggested prompts
  • AI Shopping tracking and analytics
  • Looker Studio dashboard connector
  • Model Context Protocol support for Claude and agents
What makes it different
  • Focuses specifically on AI assistant visibility, not traditional search rankings
  • Every score uses free public data that subscribers can verify themselves
  • Built by a solo operator running real content sites, not an agency
  • Runs AI assistant queries with web search on every week to show trends
  • Provides specific page addresses and text to paste, not generic advice
  • Measures actual AI-generated paragraph content, not search rankings or proxies
  • Evidence-based scoring that traces back to actual prompts and model outputs
  • Tracks multiple models and markets with language-specific segmentation
  • Purpose-built for Web3 with category templates and sovereign model coverage
  • Action-oriented recommendations prioritized by impact and effort
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)11 +1 (up) since last check1 +1 (up) since last check
Trust Flow (Majestic)170
Citation Flow (Majestic)2015
Referring domains (Majestic)165

5 details filled in for both companies.

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