[{"data":1,"prerenderedAt":155},["ShallowReactive",2],{"product-/en/product/ai-brand-intelligence-en":3},{"id":4,"title":5,"body":6,"description":6,"extension":7,"meta":8,"navigation":44,"path":149,"seo":150,"stem":153,"__hash__":154},"content_en/1.product/ai-brand-intelligence.yml","Ai Brand Intelligence",null,"yml",{"hero":9,"sections":19,"technical":94,"faq":123,"cta":139},{"eyebrow":10,"headline":11,"description":12,"links":13},"AI Brand Intelligence","[Know]{class='text-primary'} where your brand stands in AI search","ChatGPT, Perplexity, and Gemini have replaced Google for discovery queries. TrustData probes these engines daily — tracking your brand mention rate, sentiment, and share of voice vs competitors — and correlates AI citation signals with AI Search traffic and first-party conversions in the same dashboard.",[14],{"label":15,"to":16,"size":17,"color":18},"14-day free trial","https://app.trustdata.tech","lg","primary",[20,39,58,76],{"title":21,"description":22,"id":23,"headline":24,"orientation":25,"features":26},"Daily probes across every major AI engine","TrustData sends automated prompts to ChatGPT, Perplexity, and Gemini every day — both with and without web search — to track how your brand appears in AI-generated answers across different query types.","monitoring","LLM brand monitoring","horizontal",[27,31,35],{"title":28,"description":29,"icon":30},"Four prompt types per engine","Brand direct, category, comparison, and pain point queries. Each maps to a different stage of the buying journey and requires different content strategies to win.","i-lucide-message-square",{"title":32,"description":33,"icon":34},"With-search vs. no-search split","Probes run in two modes — with real-time web search and without. The gap between them reveals whether your brand exists in LLM training data or only in recent web indexes.","i-lucide-split",{"title":36,"description":37,"icon":38},"Brand Health Score","A 0–100 composite score across all engines and prompt types. Weighted 60% with-search, 40% no-search to reflect real-world AI answer behavior.","i-lucide-heart-pulse",{"title":40,"description":41,"id":42,"headline":43,"orientation":25,"reverse":44,"features":45},"Know exactly how you compare to competitors","TrustData tracks which competitors appear alongside (or instead of) your brand in AI-generated answers — and quantifies your share of voice across every engine and query type.","sov","Share of voice",true,[46,50,54],{"title":47,"description":48,"icon":49},"Competitor mention tracking","Add competitor names once. TrustData automatically matches them in every probe extraction and tracks their mention rate alongside yours.","i-lucide-users",{"title":51,"description":52,"icon":53},"Share of voice charts","Side-by-side breakdown of your brand vs top 5 competitors. See which engine and which prompt type you're winning or losing — and by how much.","i-lucide-pie-chart",{"title":55,"description":56,"icon":57},"Sentiment analysis","Each probe extraction classifies the sentiment of your brand's description — positive, neutral, or negative. A high mention rate with negative sentiment is worse than not being mentioned.","i-lucide-smile",{"title":59,"description":60,"id":61,"headline":62,"orientation":25,"features":63},"Correlate AI brand signals with revenue","Most brand monitoring tools measure upstream signals in isolation. TrustData is the only platform that brings LLM citation signals, AI Search referral sessions, and deduplicated first-party conversions into a single dashboard — so you can correlate AI brand visibility with revenue at the property level.","revenue","Dark funnel correlation",[64,68,72],{"title":65,"description":66,"icon":67},"AI Search traffic attribution","Identify sessions coming from AI Search referrals (ChatGPT, Perplexity, Gemini) in your first-party data. Track their conversion rate vs organic search.","i-lucide-arrow-right-left",{"title":69,"description":70,"icon":71},"Citation tracking","TrustData checks whether your content URLs appear in AI probe citations after a recommended change — a direct signal that AI engines are referencing your pages.","i-lucide-link",{"title":73,"description":74,"icon":75},"First-party data, not platform claims","All measurement runs on your deduplicated first-party data — never on platform-reported numbers. AI Search sessions are identified via HTTP referrer signals across ~50 AI domains tracked server-side.","i-lucide-database",{"title":77,"description":78,"id":79,"headline":80,"orientation":25,"reverse":44,"features":81},"Run content experiments. Measure with a control group.","Most AI presence advice is untestable. TrustData turns every content change into a measurable experiment — with a natural control group built from your own probe schedule.","experiments","Experiment engine",[82,86,90],{"title":83,"description":84,"icon":85},"Hypothesis-driven recommendations","Every recommendation includes a testable hypothesis — \"If we add FAQ schema to the comparison page, our mention rate on comparison queries should improve because…\"","i-lucide-flask-conical",{"title":87,"description":88,"icon":89},"Automatic control group","When a change targets comparison queries, your brand_direct and category probes run unaffected on the same schedule. Their mention rate drift is the natural control.","i-lucide-git-branch",{"title":91,"description":92,"icon":93},"Before/after verdicts","After 7+ days, TrustData calculates the adjusted delta — treatment rate change minus control rate change. Verdict thresholds — winner, likely winner, inconclusive, no effect — are calibrated to your probe sample sizes.","i-lucide-check-circle",{"title":95,"description":96,"features":97},"What's included","Every component of the AI Brand Intelligence layer.",[98,102,104,108,110,113,116,120],{"title":99,"description":100,"icon":101},"Multi-engine probing","ChatGPT (GPT-4o), Perplexity, and Gemini — with and without real-time web search. New engines added as they gain adoption.","i-lucide-bot",{"title":36,"description":103,"icon":38},"0–100 composite score updated daily. Weighted mention rate across all engines, all prompt types. Returns null if fewer than 5 probes (prevents noise from small samples).",{"title":105,"description":106,"icon":107},"Mention rate trend","14-day rolling mention rate with current vs prior 7-day comparison. Trend direction (rising/declining/stable) shown as an alert signal.","i-lucide-trending-up",{"title":43,"description":109,"icon":53},"Brand vs competitor mention rate per engine and prompt type. Competitors managed via a simple slug list — TrustData handles fuzzy matching in extraction.",{"title":111,"description":112,"icon":57},"Sentiment breakdown","Positive / neutral / negative sentiment classified by Mistral extraction for each mention. Aggregated across the last 14 days.",{"title":114,"description":115,"icon":71},"Citation match signal","After following a recommendation, TrustData checks whether the target URL appears in AI probe citations. A citation match alongside a mention rate lift strengthens the winner verdict.",{"title":117,"description":118,"icon":119},"AI Search performance","AI Search referral sessions, CVR, traffic share, and AI Overview impressions — all from your first-party tracking, compared against prior period.","i-lucide-bar-chart-2",{"title":121,"description":122,"icon":93},"Content experiment verdicts","Followed recommendations tracked for 7+ days. Adjusted delta (treatment minus control). winner / likely_winner / inconclusive / no_effect thresholds.",[124,127,130,133,136],{"label":125,"content":126},"What is AI brand monitoring?","AI brand monitoring tracks how your brand appears in AI-generated answers from tools like ChatGPT, Perplexity, and Gemini. As these tools handle an increasing share of discovery queries — category research, comparisons, recommendations — where your brand appears (or doesn't) directly impacts traffic and revenue. TrustData measures this automatically via daily probes and connects the signal to your first-party analytics.",{"label":128,"content":129},"How does TrustData probe AI engines?","TrustData sends automated prompts to each configured AI engine daily. Prompts cover four types — brand direct (\"what is [brand]?\"), category (\"best tools for X\"), comparison (\"how does [brand] compare to [competitor]?\"), and pain point (\"how to solve X\"). Each probe is run in two modes — with real-time web search enabled and without — to distinguish between LLM training data presence and recency of web indexing.",{"label":131,"content":132},"What is the Brand Health Score?","The Brand Health Score is a 0–100 composite metric that measures how consistently your brand appears in AI-generated answers. It's calculated as a weighted average of your with-search mention rate (60%) and no-search mention rate (40%) across all engines and prompt types. The score is updated daily. A score below 50 suggests meaningful AI blind spots. A score above 75 indicates strong AI presence across the engines your prospects use.",{"label":134,"content":135},"How are content experiments measured?","When you follow a recommendation (e.g., \"add FAQ schema to the comparison page\"), TrustData logs your change and begins tracking the mention rate of the target prompts — the ones most likely to be affected. These are the treatment group. All your other probes — on different query types — run on the same schedule without being affected. Their mention rate drift over the same period is the natural control. The adjusted delta (treatment change minus control change) filters out noise from AI model updates, competitor actions, and seasonality. A winner verdict requires a 10pp adjusted delta — a high bar to reduce false positives given typical probe sample sizes.",{"label":137,"content":138},"Which AI engines are supported?","Currently ChatGPT (GPT-4o), Perplexity, and Gemini. TrustData adds new engines as they gain meaningful market share in discovery queries. Each engine is probed independently, since mention rates differ significantly across engines — a brand can dominate on Perplexity but be nearly invisible on Gemini.",{"title":140,"description":141,"links":142},"See where your brand stands in AI search","14-day free trial. Monitor your brand across ChatGPT, Perplexity, and Gemini from day one.",[143,145],{"label":15,"to":16,"size":144,"color":18},"xl",{"label":146,"to":147,"variant":148,"size":144},"View pricing","/en/pricing","outline","/product/ai-brand-intelligence",{"title":151,"description":152},"AI Brand Intelligence — Monitor Your Brand in ChatGPT, Perplexity & Gemini","Track your brand mention rate, share of voice vs competitors, and sentiment across AI search engines. Correlate AI brand visibility with AI Search traffic and first-party conversions — in one dashboard.","1.product/ai-brand-intelligence","iRlOu6tfKyYmyp-ngIFogk6p4YN81NVcaTI0BMTfcO4",1773825052039]