Small business
A 6-person booking tool
Found two G2 pages and a Reddit thread feeding the answer. Three contributions later, they were cited.
Use cases
Whoever the AI recommends wins the customer
ChatGPT, Claude, Gemini and Perplexity are becoming the first place buyers ask for recommendations. Here's how teams of every size use GlassKoala to become the answer. Examples below are illustrative.
RAG Dependency Graph
Find the exact pages the AIs are reading
We trace the citation trees behind an AI answer and pinpoint the URLs where showing up would change it.
Enterprise
An enterprise martech suite
Mapped 1,200 trust anchors across four engines, found 60% of citation weight in nine domains.
Semantic Volatility Matrix
Know which phrasings you win, and which you lose
Real customers ask fifty different versions of the same question. We fire all of them and show you where a competitor's lead cracks.
Small business
A boutique espresso roaster
Won on “best specialty coffee subscription,” lost on “coffee subscription worth it.” One FAQ rewrite closed the gap.
Enterprise
A B2B cybersecurity vendor
Owned practitioner phrasing but lost every procurement-style query, reshaping a quarter of content strategy.
llms.txt Payload Compiler
Ship machine-readable answers, not guesses
We diff what the AIs know about you against what you need them to know, then compile validated llms.txt and JSON-LD for your site root.
Small business
A two-founder analytics startup
Generated a full llms.txt and JSON-LD set in one click, with no schema.org expertise on the team.
Enterprise
A multi-brand retail group
Standardized entity data across 14 storefronts, with schema updates now shipping through normal CI review.
Hallucination Interception
Catch the AIs getting it wrong before your customers do
We re-scan your tracked queries on a schedule and alert you the moment an engine states something false.
Small business
A local legal practice
Caught an engine claiming the firm had closed, a mix-up with a similarly named business. Corrected within weeks.
Enterprise
A fintech platform
Caught a false compliance claim that would have killed deals in procurement, and responded the same week.