Transparency
How VizyReport Works
We believe you should know exactly how we measure your AI visibility. No black boxes. Here's the complete methodology behind every score and report we generate.
What we actually do

When you run a report, VizyReport sends real search queries to four AI engines — the same way your customers search. We use phrases like "best coffee shop in Seattle" or "dentist near downtown Austin" and record exactly what each engine says back.

We count how many times your business name appears across those responses, how prominently it's mentioned, and whether it's recommended over competitors. That becomes your score.

We don't simulate or estimate. We make real API calls to the same AI engines your customers use, record the actual responses, and score them.

The four engines we query
ChatGPT
OpenAI's GPT-4o-mini. The most widely used AI assistant. Heavily influences purchase decisions for millions of users daily.
Perplexity
Real-time AI search engine. Cites sources and browses the web live. Fast-growing and heavily used for local and product research.
Gemini
Google's AI model. Deeply integrated with Google's knowledge graph and local business data. Critical for local visibility.
Claude
Anthropic's Claude (claude-sonnet). Increasingly used for research and business recommendations. Growing user base across professional contexts.
How we generate your search phrases

We generate 6 phrases (Starter) or 15 phrases (Pro) based on your business type, category, city, and the keywords you provide. These are the actual queries your potential customers type into AI engines.

Local Business example — Coffee Shop, Seattle
"best coffee shop in Seattle" · "coffee near downtown Seattle" · "highly rated café Seattle WA" · "where to get coffee in Seattle" · "Seattle coffee shop recommendations" · "espresso bar Seattle"
Ecommerce example — Handmade candles
"best handmade candles online" · "natural soy candles shop" · "small batch candle brands" · "botanical candles to buy" · "eco friendly candles gift" · "artisan candle makers"

Pro plan clients can provide their own keywords during onboarding. We use those directly, combined with AI-generated variations to fill out the full 15-phrase set.

How the score is calculated

For each search phrase we send to each engine, we check whether your business name appears in the response. We record a "found" or "not found" for every query-engine combination.

Your score is the percentage of total queries where your business was mentioned, weighted by how many engines found you.

Paid reports run 3 separate query passes and average the results for stability — AI responses can vary between queries, so averaging gives a more accurate baseline score.

Score RangeLabelWhat It Means
70–100Strong AI VisibilityAI engines consistently recommend your business. Focus on staying ahead of competitors.
40–69Partial VisibilityYou appear in some queries but competitors are beating you. High-value improvement opportunity.
0–39Low VisibilityAI engines rarely recommend your business. Foundational GEO work needed.
What the AI Citation Tracker measures

Every month we run the same set of queries. Your Citation Tracker shows your score over time — whether you're trending up, holding steady, or sliding. From Month 2 onward you'll see a month-over-month comparison that makes your progress (or lack of it) visible.

This is the metric that matters most over a 6-month engagement. A business that starts at 19/100 and reaches 55/100 after implementing our recommendations has genuinely improved its AI discoverability — and that improvement is measurable.

What we don't do

We don't guarantee placement in AI responses. No one can — AI engines determine their own outputs. What we do is give you the tools, the structured data, the directory presence, and the content signals that make AI engines more likely to recommend you.

We don't use bots or fake traffic. Every query is a real API call to the actual production AI engine — the same infrastructure your customers use.

We don't share your business data with other clients or third parties. Your report, your scores, and your business information are yours.

See your score in 60 seconds

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