AI Visibility Engine
Six proprietary sub-modules. 250+ signals. Every angle of your brand's AI footprint mapped — from raw recognition and sentiment to competitor gaps and shopping-shelf presence across 7 AI engines. The AI Visibility Engine goes far beyond a single score: each sub-module isolates a specific dimension of AI perception so you know exactly where to act.
Six sub-modules
- Brand Recognition Score — measures how consistently AI engines recognize and name your brand when answering relevant queries; your baseline AI awareness metric.
- Sentiment Analysis — classifies how AI engines describe your brand, positive, neutral, or negative, broken down by query type, engine, and context cluster.
- Competitor Ranking — side-by-side AI visibility comparison with up to 10 competitors. See who AI favors, by how much, and in which query contexts.
- Contextual Analysis — groups queries by intent cluster, informational, navigational, transactional, so you can prioritize visibility gaps where buyer intent is highest.
- Shopping Visibility — tracks how your brand's products appear in AI-assisted shopping queries, the new product discovery channel that traditional SEO tools miss.
- Market Landscape — maps the AI visibility landscape for your entire market category: which competitors dominate, who's rising, and where the open opportunities are.
Query. Analyze. Report.
- Fire targeted queries — Zaher sends thousands of curated queries across 7 AI engines, covering every topic cluster, intent type, and competitor context relevant to your brand.
- Extract every signal — each response is parsed for brand mentions, sentiment, citation links, competitor co-mentions, and position within the answer, all mapped to the six sub-modules.
- Report with precision — results flow into your Overview Dashboard and each sub-module view in real time, with drill-downs, trend lines, and one-click handoffs to the Optimization Hub.
Measure, then act
All six sub-module scores aggregate into the Overview Dashboard. The Optimization Hub turns the gaps the engine finds into a prioritized fix roadmap with ROI estimates and team tasks, and the Agentic Shopping Engine drills into product-level tracking, shelf ranking, and price perception. Get your brand's full assessment across all six dimensions — free, in minutes.