Independent pricing intelligence for LLM APIs across every major AI model
AI marketing agent that finds articles, websites and questions where you can mention your product
Stage
Startup
Not given
Founded
2026
Not given
Based in
GB
AU
Pricing model
Free
Freemium
Pricing
Not given
$19 per month for one product; $15 per month for each additional product. Each product includes one weekly scan, 20 drafted replies and emails per month, and email address lookup. Free trial: 7 days for $1.
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
Weekly searches across Google, article lists, Q&A sites, forums and social media
Scores opportunities by relevance from 0 to 100
Finds writer email addresses for direct outreach
Writes first draft emails for each opportunity
Identifies content creators and influencers in your market
Tracks which items you've marked as done or not useful
Checks ChatGPT and Google AI recommendations weekly
Shows pages that AI tools used for their answers
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
Never posts on your behalf—you control every action
Every opportunity links to the real page so you can verify it
Finds real web pages and questions, not just general tips
Runs automatically once a week without any action from you
AI//COST
HollerScout