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Reference edition 2026.46

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AI//COST vs Spotaq

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 Spotaq
DetailAI//COST logo AI//COST Spotaq
What it doesIndependent pricing intelligence for LLM APIs across every major AI model Independent AI visibility checker that measures whether ChatGPT, Perplexity, and other AI models recommend your SaaS brand
StageStartup Not given
Founded2026 Not given
Based inGB Not given
Pricing modelFree Paid
PricingNot given Free instant scorecard. Spotaq Audit: $19 one-time for a complete PDF snapshot with prompt-by-prompt breakdown, citation chain, Missed Prompts report, and fix pack. Spotaq Monitor: $49 per month for weekly monitoring, score history, trend deltas, competitor alerts, and up to 6 full runs per month on
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
  • Brand mention rate tracking
  • Citation and source attribution analysis
  • Missed Prompts report identifying queries won by competitors
  • Competitor recommendation tracking
  • Weekly score history and trend deltas
  • Multi-brand monitoring for up to 5 domains
  • Copy-ready fix pack with positioning rewrites and JSON-LD schema
  • Weekly email digest with alerts on score changes
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
  • Independent measurement with no selling of placements or backlinks
  • Measured consistently week-to-week so changes mean something
  • Evidence-backed scores derived from actual AI answers and citations
  • Focuses on AI-native discovery rather than traditional SEO metrics
Community votes00
DR (Domain Rating by Ahrefs)26 +1 (up) since last check1 no change since last check
Trust Flow (Majestic)140
Citation Flow (Majestic)3213
Referring domains (Majestic)1113

4 details filled in for both companies.

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