ZapSightBe understood by AI, not just indexed by search.
AIVI monitors how AI engines parse, rank, and represent your brand across ChatGPT, Gemini, Claude, and Perplexity — then calibrates your content for AI-native comprehension. Not SEO. AEO. Answer Engine Optimisation.
The Number
answer inclusion rate across AI engines. ↓60% misrepresentation risk. Your brand shows up when customers ask — and shows up accurately.
The Problem
The Algorithmic Misrepresentation Problem
Discovery is moving from search engines to answer engines. When a customer asks ChatGPT for a recommendation, your brand is either in the answer — accurately — or it isn't.
SEO ensures you're crawled and ranked. It does nothing for how an LLM comprehends your brand or compresses your content. Keywords match; meaning diverges. Representation varies wildly across ChatGPT, Gemini, and Claude.
This isn't a ranking problem. It's a comprehension problem.
The Shift
Without AIVI. With AIVI.
How It Works
The system architecture, told simply.
Signal Detection
Monitor how AI engines parse, rank, and represent your brand across every major generative platform in real time. Track top prompts across categories.
Semantic Calibration
Structure your metadata and content hierarchy for AI-native reasoning. Customer scenarios and journeys, not keyword stuffing.
Fidelity Preservation
Align AI interpretation with your brand voice using constrained optimisation. Expose competitor distortions through side-by-side comparison.
Resilient Adaptation
Continuous recalibration as model behaviours shift. Maintain consistent representation across GPT, Gemini, Claude, and Perplexity.
What You Get
Outcomes, not features.
Answer Inclusion
Your brand surfaces in AI-generated answers when customers ask about your category. Not just indexed — recommended.
Representation Fidelity
What AI says about your brand matches what you actually offer. No hallucinated claims, no stripped context, no competitor distortions.
Multi-Engine Coherence
Unified visibility across ChatGPT, Gemini, Claude, and Perplexity. Consistent truth everywhere your customers ask.
Real-Time Drift Detection
Continuous monitoring of how model updates affect your brand representation. You know when something shifts before your customers notice.
Resources
Everything you need to evaluate and share.
In Production
Quiet proof.
AIVI deployed to monitor and optimise brand representation across 4 major AI answer engines.