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Visibl

AI visibility intelligence across 7 engines. Ready in hours.

Visibl is an on-demand AI visibility intelligence platform that helps agencies and marketing teams move faster from AI discovery to action. It audits high-value discoverable prompts or custom prompts across 7 major AI engines, including target location-aware web experiences that produce stronger answers and evidence. The report turns noisy AI responses into clear insights on brand presence, competitors, cited sources, sentiment, entity relevance, source influence, and actionable recommendations.

Top comment

Hello, PH Community,

I’m Seph, building Visibl.

The idea came from a simple gap I kept noticing: many AI visibility tools focus on monitoring, but teams still need to turn that data into action. That means analyzing answers, making sense of competitors and cited sources, planning what to fix, preparing outreach or content, and executing.

Visibl is built to shorten that gap through:

🔎 Audits across 7 AI engines (API: Claude, GPT-5 Search / Web: ChatGPT, Gemini, Google AI Overview, Google AI Mode, Perplexity)

🌍 Location-aware runs for supported target markets

✍️ Visibl-discovered prompts or up to 20 custom prompts provided by you
📂 Prompt-level evidence with the original answers and cited sources

📊 Brand visibility, engine coverage, prominence, and share of voice

🏁 Competitor analysis showing who appears when your brand does not

🔗 Citation and source intelligence, including the domains influencing AI answers

💬 Sentiment analysis with supporting evidence from each engine

Actionable recommendations divided into Brand Visibility and Source Influence

📄 A shareable standalone/single HTML report with a downloadable PDF or markdown

View a sample audit of ALO here:
https://app.visiblapp.com/share/e10638f4-46ce-426c-bdb5-2f7281144052

One of the biggest criticisms of AI visibility is that AI answers are random. So we tested it: the same audit, run twice, two days apart, with opposite subject brands. The competitive rankings came back identical.

"AI Answers Vary. Market Signals Repeat."

https://visiblapp.com/article-inversion-test

I’d really appreciate your feedback, especially from anyone working in SEO, AEO/GEO, content, or brand visibility. I’m also onboarding 10 brand/marketing individuals or agencies who want to try Visibl before we close our early access. First 10 early-access users: code PHLAUNCH 10% discount for Visibl Starter at checkout.

About Visibl on Product Hunt

AI visibility intelligence across 7 engines. Ready in hours.

Visibl was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #121 on the daily leaderboard. Visibl is an on-demand AI visibility intelligence platform that helps agencies and marketing teams move faster from AI discovery to action. It audits high-value discoverable prompts or custom prompts across 7 major AI engines, including target location-aware web experiences that produce stronger answers and evidence. The report turns noisy AI responses into clear insights on brand presence, competitors, cited sources, sentiment, entity relevance, source influence, and actionable recommendations.

On the analytics side, Visibl competes within Marketing, SEO and Artificial Intelligence — topics that collectively have 977.7k followers on Product Hunt. The dashboard above tracks how Visibl performed against the three products that launched closest to it on the same day.

Who hunted Visibl?

Visibl was hunted by Seph. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

For a complete overview of Visibl including community comment highlights and product details, visit the product overview.