Kevin Kho
Founder
KnitKnot
KnitKnot provides an AI presence management platform that continuously monitors how B2B software vendors are described by major large‑language models such as ChatGPT, Claude, Perplexity, and Gemini. It offers side‑by‑side benchmarking against competitors, gap analysis of missing or inaccurate information, and actionable recommendations to improve AI‑driven buyer perceptions, helping vendors increase win rates in AI‑mediated purchase cycles.
- Artificial Intelligence
- AI Agents
- Data & Analytics
- Enterprise Software
Updated 6 months ago
Funding
Funding rounds are not available yet.
Founders
Product
Problem
Many B2B software vendors are unaware of how AI agents summarize and rank them during buyer research, leading to missed opportunities and lost sales when AI-driven recommendations favor competitors.
Solution
KnitKnot offers an AI presence management platform that continuously monitors and benchmarks a company's AI-generated profile across leading large‑language models such as ChatGPT, Claude, Perplexity, and Gemini. The service provides head‑to‑head comparisons of how the vendor is described versus rivals, highlighting gaps in messaging, positioning, and content that can reduce win rates. Based on the analysis, KnitKnot delivers concrete, actionable recommendations to improve the vendor’s AI perception, helping firms align their public information with buyer expectations and increase the likelihood of being selected in AI‑mediated purchase cycles.
Target Audience
Primary customers are B2B software vendors and SaaS companies that rely on inbound sales pipelines and want to ensure favorable AI-driven evaluations during buyer research.
Features
- Automated monitoring of a company’s representation in major AI models (ChatGPT, Claude, Perplexity, Gemini)
- Side‑by‑side comparison dashboards that show how the vendor is described relative to competitors
- Gap analysis that identifies missing or inaccurate information influencing AI recommendations
- Actionable fix suggestions, including content updates and SEO‑style optimizations for AI agents
- Continuous re‑benchmarking to track improvement over time and maintain a favorable AI profile