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Your brand's authority across AI conversations.
How defensible is your AI influence?
Top risk: Cluster Concentration
Competitive pressure forming in select clusters.
Weighted competitive share by prompt category (last 30 days)
Top open actions across all categories
CompetitorZ has reached 45% first-mention share in the Brand Reputation cluster, up from 31% last period.
Your citation rate dropped 6% in the Best Practices cluster while CompetitorY's rose by 4%.
3 tracked prompts in the Problem-Solution cluster have zero brand mentions across all engines.
No tracked brand dominates 4 prompts in the Product Comparisons cluster.
What AI engines cited for a cluster in your latest complete scan — your cited page, tracked competitors, other cited sources, and the concepts common to AI answers.
Latest complete scan within 90 days · Sep 11, 2026 · 5 prompts · 4 engines · 20 responses
InfluenceLayer does not yet have enough evidence for a defensible content-alignment score.
The cited page, not necessarily the best page for the topic.
Other frequently cited sources (not competitors, not compared): marketresearch.io ×15, industryblog.com ×8, marketplace.example ×6
Derived from AI responses, not from any website. Co-occurrence with a Your Brand citation is context, not a measure of website content.
| Concept | AI responses | With Your Brand citation |
|---|---|---|
ai authority scoring | 19/20 | 3/3 |
engine engine / engines | 14/20 | 2/3 |
resilience | 6/20 | 0/3 |
Your Brand received 3 first-party citations, all from Claude. ChatGPT, Gemini and Perplexity did not cite Your Brand for these Product Comparisons prompts.
AI engines most frequently cited the Your Brand homepage rather than a topic-specific page. InfluenceLayer has not yet determined whether a stronger Product Comparisons page exists.
Tracked competitors received 24 citations across these responses versus 3 for Your Brand. Competitor X alone appeared in 9 responses.
1 of 2 tracked-competitor cited pages include a data table; the analyzed Your Brand cited page does not.
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