Honeyb

Honeyb is a specialized AI visibility software designed to help businesses track and optimize how their brand appears in AI-generated answer engines. It focuses on monitoring brand mentions, sentiment, citations, and competitor share across major AI models like ChatGPT, Claude, Gemini, and Perplexity. This tool is built for marketing teams, SEO professionals, agencies, and founders who want to understand and improve their presence where AI-driven buyer decisions are increasingly made.

The platform addresses a unique challenge: AI answer engines do not rank results like traditional search engines but select a small shortlist of recommended brands. Honeyb provides daily visibility scores and share-of-voice metrics, allowing users to see exactly where and how their brand is mentioned compared to competitors. This continuous tracking helps teams catch shifts in AI recommendations that one-off audits might miss.

Honeyb’s value lies in turning scattered AI mentions into actionable insights. Users can add relevant buyer prompts, track competitors, and monitor multiple AI models simultaneously. The platform delivers daily readings and weekly recommendations prioritized by impact, enabling teams to adjust content, sources, and PR efforts effectively.

Technically, Honeyb automates daily queries across AI models with market-specific prompts, parses responses for mentions, sentiment, rankings, and citations, and presents the data in an easy-to-use dashboard. It also includes enterprise-grade security features such as encrypted data, role-based access, and automated backups.

Honeyb is particularly useful for industries where AI recommendations influence buyer decisions, including B2B software, ecommerce, agencies, and real estate. It helps users benchmark performance, identify content gaps, and track competitor activity across multiple markets. The platform also offers monthly strategy calls to guide users in maximizing their AI visibility efforts.

Overall, Honeyb fills a critical gap in marketing intelligence by providing precise, up-to-date insights into AI answer engine visibility, helping brands secure their spot in the AI-driven buyer journey.