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Reference edition 2026.46

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AI//COST vs Wellows

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

AI//COST compared with Wellows
DetailAI//COST logo AI//COSTWellows logo Wellows
What it doesIndependent pricing intelligence for LLM APIs across every major AI model AI visibility platform that helps brands and agencies track and improve citations across ChatGPT, Gemini, Perplexity, and AI search engines
StageStartup Not given
Founded2026 Not given
Based inGB AE
Pricing modelFree Freemium
PricingNot given Basic: $29/month for 1,800 AI answers a month. Standard: $97/month for 6,500 AI answers a month. Growth: $249/month for 18,000 AI answers a month. Scale: $497/month for 36,000 AI answers a month. All plans include 7-day free trial.
Key features
  • 340 LLM models tracked across 35 providers
  • Manual vendor-canonical price verification with dated timestamps
  • Per-model pricing hubs with input, output, and cached-input rates
  • AI agent cost analysis and pricing
  • Public correction log and transparent methodology
  • Blended effective cost calculation with configurable cache hit rates
  • Citation tracking across ChatGPT, Gemini, Perplexity, Google AI Overviews and Google AI Mode
  • Content Opportunities identifies content gaps where competitors are cited
  • KIVA writing agent drafts AI-optimized content
  • Performance History compares visibility on any two dates
  • White-label client dashboards per client and country
  • Google Search Console integration
  • Unlimited projects, prompts and seats on all plans
  • Outreach to cited pages with verified contacts
  • Daily monitoring and movement tracking
  • REST API and WordPress integration
What makes it different
  • Every number manually verified against vendor canonical pricing pages, never scraped or automated
  • All prices dated and linked to the exact source URL checked
  • Founder-verified editorial with published transparency on methodology and corrections
  • Independent operator with no silent edits and public corrections log
  • Citation Score metric focuses on source citations AI actually pulls from, not just mentions
  • 30 Day Gameplan delivers ranked actions to create, optimize and reach out
  • Daily tracking shows lift in weeks instead of quarters
  • No feature gating between plans from $29 to $497
  • C.I.T.A.T.I.O.N. framework guides optimization through eight steps
Community votes00
DR (Domain Rating by Ahrefs)26 +1 (up) since last check66 no change since last check
Trust Flow (Majestic)1415
Citation Flow (Majestic)3242
Referring domains (Majestic)1111724

5 details filled in for both companies.

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