Sample report · exactly what a free scan shows
Your Brand · Cardiometabolic Prescription Therapies
5 of 14 answers came with a source trail the engine actually returned.
An answer without a source trail is not necessarily wrong. It means its basis cannot be checked.
Confidence: measured across 14 AI answers · mention rate ±10% (moderate precision) · composite score 55 (95% CI 45–65) : wider than the mention-rate margin alone: the composite also factors in rank and share-of-voice, which carry less data at low mention counts.
How these numbers are measured
How to read: mention rate = how often AI named the brand · avg rank = its spot when named (1 = first) · share = its slice of all brand mentions · engine coverage = how many of the 4 AIs name it. All four track AI bringing the brand up on its own, unprompted: a separate question from how it fares once AI is asked to compare it directly against a named competitor (see the full report).
Category wording matters:this measures real AI answers to “Cardiometabolic Prescription Therapies” specifically. A related phrasing (broader or narrower) asks AI a genuinely different question, and can move the score substantially. That's real AI behavior, not measurement noise. Re-scan with the exact wording Your Brand's buyers actually use for the most representative read.
+ 4 more competitors in the full report.
+3 more insights in the full report
The topics & conversations AI ties Your Brand to. Watch for adjacent openings.
+ 4 more topics in the full report.
Not just the score, the substance. Synthesized from what the four AI engines actually said when asked the buyer questions in “Cardiometabolic Prescription Therapies”.
Competition
How the engines collectively resolve buyer intent in Cardiometabolic Prescription Therapies: who they route to, and where Your Brand actually lands.
Fix List
The exact points where the answers tilt away from Your Brand toward a competitor.
Brand Health
The hesitations and objections the engines raise about Your Brand when buyers ask.
Unlock the full narrative synopsis in the report →
🔒 The audiences asking AI about “Cardiometabolic Prescription Therapies”, and what each one weighs
The distinct segments asking AI about this category, the exact questions each asks and what it weighs, in the full report.
2 of 4 differentiators reflected by AI · 1 credited to a competitor.
🔒 See which differentiators AI reflects, and which it hands to a competitor.
The per-attribute breakdown, and the exact competitor stealing each part of the story, is in the full report.
Vantreza is named 1.6× more than Your Brand. See exactly why, and close the gap.
The full report shows why, and the prioritized fix list to close the gap, plus ongoing monitoring and alerts when a competitor pulls ahead. Not just data: a plan.
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The engine is domain-agnostic. For larger mandates we provision deeper, custom runs:
- Variable sample scaling: beyond the standard 60-answer report, custom runs of hundreds of answers for tighter confidence.
- Custom prompt batteries: tailored to Your Brand's niche, long-tail B2B or specialized consumer lexicon.
- Cross-category tracking: monitor adjacent market spaces for narrative displacement before it reaches Your Brand's core category.