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OperStack vs Knownwise

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 Knownwise
DetailOperStack logo OperStackKnownwise logo Knownwise
What it doesGet named by ChatGPT, Claude, Perplexity and Gemini, not just found on Google See who AI recommends instead of you, and fix it.
StageNot given Not given
FoundedNot given Not given
Based inAR Not given
Pricing modelFreemium Freemium
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. Free instant check of three questions with no account. Starter $49/month for 30 questions tracked per brand on six assistants weekly and top 5 daily. Pro $149/month for 3 brands with 50 questions each plus 5 fixes monthly, risk-free 14-day trial. Agency $499/month for 10 brands with 40 questions eac
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
  • Track brand mentions across six AI assistants weekly
  • Daily tracking of top five questions
  • Site audit with 0-100 AI-readiness score
  • Automatic pull request generation for fixes
  • Competitor comparison in same questions
  • AI bot visit tracking
  • Shareable PDF reports and scorecard links
  • GitHub, Cloudflare and Google Analytics integrations
  • Brand agent for natural language questions
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
  • Automatic code fixes via pull requests you control
  • Tracks Google's AI Overviews, not just ChatGPT
  • Covers six major AI assistants with own web searches
  • No installation needed for audit or tracking
  • Measures AI crawler access and bot visits
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 checkNot checked yet no change since last check
Trust Flow (Majestic)170
Citation Flow (Majestic)2010
Referring domains (Majestic)161

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