SaaS Metrics
Product Positioning & Context
Visiby helps brands measure, understand, and improve their visibility across AI search platforms like ChatGPT, Perplexity, Gemini, and Google AI Overviews. Track brand mentions, recommendations, and citations, discover where competitors are winning, and identify opportunities to improve your presence in AI-generated answers.
Related Ecosystem & Alternatives
Discover adjacent products, open-source repositories, and developer tools sharing similar technical architecture.
Deep-Dive FAQs
What is Visiby?
Visiby is a digital product or tool described as: Track and grow your visibility across AI search
Where did Visiby originate?
Data for Visiby was aggregated directly from the Product Hunt community ecosystem, representing raw developer and early-adopter sentiment.
When was Visiby publicly launched?
The initial public indexing or launch date for Visiby within our tracked developer communities was recorded on September 13, 2026.
How popular is Visiby?
Visiby has achieved measurable traction, logging over 116 traction score and facilitating 6 recorded discussions or engagements.
Which technical categories define Visiby?
Based on metadata extraction, Visiby is categorized under topics such as: Marketing, SEO, Artificial Intelligence.
What are some commercial alternatives to Visiby?
Our semantic intelligence engine identifies potential commercial alternatives in the SaaS space, such as Dottr, which offers overlapping value propositions.
How does the creator describe Visiby?
The original author or development team describes the product as follows: "Visiby helps brands measure, understand, and improve their visibility across AI search platforms like ChatGPT, Perplexity, Gemini, and Google AI Overviews. Track brand mentions, recommendations, an..."
Community Voice & Feedback
Congrats on the launch! Could you clarify the refresh frequency and engine coverage? Starter’s description says daily tracking, but its feature list says weekly refresh. This listing also mentions Gemini, while the pricing page lists a different engine lineup. Which engines and refresh schedule are included in Starter today?
this looks good but how different is it from trakkr, thats the one i use today
wow Ash! It looks impressive. Tracking growth is something every founder deals with and I'm sure you're here bringing a huge visibility on the table. Congrats mate!
AI search is changing how people discover brands. We built Visiby because traditional SEO tools don't show you what AI assistants are saying about your brand. Visiby helps teams see where they appear across AI search, understand which competitors are being recommended, and find opportunities to improve their visibility and citations. We'd love to hear how you're measuring your brand's presence in AI search today
Discovery Source
Product Hunt Aggregated via automated community intelligence tracking.
Tech Stack Dependencies
No direct open-source NPM package mentions detected in the product documentation.
Media Tractions & Mentions
No mainstream media stories specifically mentioning this product name have been intercepted yet.
Deep Research & Science
No direct peer-reviewed scientific literature matched with this product's architecture.