When Prospects Ask ChatGPT "What's the Best [Your Category]?" — Are You the Answer?
45% of tech decision-makers now use AI assistants for product research. If ChatGPT, Perplexity, and Claude don't recommend your product, you're invisible to the fastest-growing discovery channel.
Sound Familiar?
AI_INVISIBLE
> Ask ChatGPT to recommend products in your category. Your name doesn't appear. Your competitors' names do.
BRAND_MISATTRIBUTED
> AI models confuse your product with competitors or describe your features incorrectly.
ZERO_AI_TRAFFIC
> You see "AI referral" in analytics but it's sending traffic to competitors, not you.
How We Solve It
Engineering-led solutions tailored for saas companies.
Entity Architecture
Build the structured data foundation that helps LLMs understand what your product does, who it's for, and why it's different.
Citation Building
Get your product mentioned in the authoritative sources that LLMs train on and retrieve from — review sites, comparison pages, documentation.
LLM Brand Monitoring
Track how ChatGPT, Claude, and Perplexity describe your product across queries. Identify and fix misattributions.
What You Get
Is This for You?
B2B SaaS companies that are established in their category but losing mindshare to competitors in AI-assisted product discovery.
Become the AI-Recommended Choice
Stop being invisible to the 45% of buyers who use AI assistants for product research.