Aiso shows you the real prompts buyers ask AI, the hidden searches behind them, and where ChatGPT and Gemini mention, recommend, cite, or omit your brand.
Buyer fit
A clear product description should help you rule a tool in or out. Here is the honest version.
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Discover what buyers ask, understand how AI researches the answer, then measure which brands it selects.
Find the real questions people ask AI in your market, including commercial prompts that never appear in a keyword tool.
See the hidden subqueries AI systems use to research an answer, where your brand appears, and how that demand changes over time.
Track brand and competitor mentions, recommendations, cited sources, sentiment, and average position across ChatGPT and Gemini.
From Aiso’s conversation panel
We don’t have to theorize about this. Aiso’s panel of millions of real, anonymized AI conversations shows exactly how assistants handle buying questions.
real, anonymized AI conversations in Aiso’s panel
buying-intent questions got a generic answer - no specific brand named
the most common number of brands a recommendation named - 63% named just one
A few real questions from the panel
Across tens of thousands of buying-intent conversations, the assistant named a specific brand only about a third of the time - the other two-thirds got a generic answer with no company named at all. And when it did recommend, 63% of those answers named a single brand. That is the visibility gap brand tracking exists to close: knowing whether an AI assistant names you at all, and whether you’re the one name it picks. See the full methodology.
From discovery to recommendation
A brand must first enter the sources or candidate set an AI system considers. It must then provide enough direct, credible evidence to be selected in the final answer.
1. Discover demand
Find the prompts and fan-out searches that define the consideration set.
2. Build evidence
State who you are best for, what makes you distinct, the proof behind it, and the limits.
3. Measure selection
See whether AI mentions, recommends, cites, or omits you relative to competitors.
Read the research distinction in our updated guide to retrieval and reranking in LLM visibility.
Customer evidence
According to mind Retail’s reporting in 2025, Aiso helped Particle multiply its visibility across men’s grooming topics in ChatGPT and Gemini by approximately fivefold.
Read the Particle customer story →| Dimension | Traditional SEO suite | Synthetic prompt tracker | Aiso |
|---|---|---|---|
| Starting input | Search keywords | Manually created prompts | Prompts sampled from real AI conversations |
| Research layer | SERP and backlink data | Generated answer snapshots | Prompt, fan-out, cited-source, and trend context |
| Measured outcome | URL rank and traffic | Mentions on tracked prompts | Mentions, recommendations, citations, competitors, sentiment, and position |
Aiso provides three live workflows: Conversation Explorer for real AI prompts, Fan-outs and GPT Trends for the hidden searches behind those prompts, and AI Mention Tracker for brand mentions, recommendations, cited sources, sentiment, competitors, and average position.
Aiso is best for brands and agencies that need to understand real AI demand, compare their visibility with competitors, and measure whether ChatGPT and Gemini mention, recommend, cite, or omit them.
Aiso is not a replacement for a traditional keyword and backlink suite. It is also not a fully automated content publishing system, and it does not guarantee that an AI assistant will recommend any brand.
Aiso starts with prompts sampled from millions of real, anonymized AI conversations. It then reveals related fan-out searches and repeatedly measures brand outcomes across ChatGPT and Gemini. Synthetic trackers usually begin with a manually created prompt list.
No. AI answers vary by model, prompt, sources, and time. Aiso measures visibility and reveals the evidence behind it, but no ethical AI visibility platform can guarantee a recommendation or ranking.
Start with real buyer prompts, then track which brands the answer names and cites.
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