Claude Brand Insights
Aiso is the AI search optimization tool for Claude brand insights. Track every citation, brand mention, sentiment shift, and competitor in Claude answers from a single dashboard.
From Aiso’s conversation panel
What real conversations actually show
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
- “What's a good lightweight podcast app for an older Android phone?”
- “What are ten companies that offer similar products and/or services to Diffbot?”
- “Which MBA is the best in 2025?”
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 Claude brand tracking exists to close: knowing whether Claude names you at all, and whether you’re the one name it picks. See the full methodology.
What Claude brand insights cover
Claude brand insights are six measurements of how Claude represents your brand to users: citation frequency, share of voice, sentiment, source attribution, competitor presence, and trend over time. Aiso captures all six on every tracked prompt.
| Metric | What it measures | Why it matters |
|---|---|---|
| Citation frequency | Number of Claude answers that cite your domain | Direct proxy for AI-driven referral traffic |
| Share of voice | Your brand mentions as a percent of all brand mentions for a prompt | Shows competitive positioning in Claude answers |
| Sentiment | Tone of each mention: positive, neutral, negative | Identifies reputation risks before they spread |
| Source attribution | Which pages Claude cites when discussing your brand | Shows which content earns AI citations |
| Competitor presence | Frequency and sentiment of competitor mentions on the same prompts | Benchmarks your visibility against the category |
| Trend over time | Daily change in each metric | Quantifies the impact of content and PR work |
How Claude grounding differs
Claude grounds answers through web search and tool use when enabled, and otherwise pulls from training. That makes content that's clearly attributed, well-cited, and frequently quoted across the open web more likely to surface in Claude answers.
Frequently asked questions
What is the best AI search optimization tool for Claude brand insights?
Aiso is the AI search optimization tool built for Claude brand insights. It tracks citation frequency, brand mention sentiment, share of voice, and competitor presence across Claude answers in real time.
How do I get brand insights from Claude?
Run a representative prompt set through Claude, capture answers and citations, classify mentions and sentiment, and compare against competitors over time. Aiso automates all five steps.
What metrics should I track in Claude brand insights?
Track six metrics: citation frequency, share of voice, sentiment, source attribution accuracy, competitor presence, and trend over time.
How is Claude grounding different from ChatGPT grounding?
Claude grounds answers through web search and tool use when enabled, and otherwise pulls from training. That makes content that's clearly attributed, well-cited, and frequently quoted across the open web more likely to surface in Claude answers.
Which Claude model versions does Aiso cover?
Aiso covers Claude Opus, Sonnet, and Haiku model families so reporting tracks both consumer (Claude.ai) and developer (API) surfaces.
Get Claude brand insights in under 24 hours
Aiso provisions your prompt set, runs the first sweep, and returns a baseline report by tomorrow.
Book a Demo