AI Visibility Score
Quantify how visible your brand is across ChatGPT, Perplexity, Gemini, Google AI Overview, and Bing Copilot.
AI Visibility Intelligence Platform
See how AI engines recommend your brand.
VISNIB tracks and improves your AI search visibility across ChatGPT, Google AI Overview, Perplexity, and Gemini — so your products get cited instead of your competitors'.
The Score
One number for every AI engine that matters.
VISNIB scores your brand from 0–100 on each major AI engine, based on thousands of buyer-intent prompts run against live models.
You see exactly which engines recommend you, which ignore you, and what to fix first.
Get your score →
AI Visibility Report · Sample
Avg 64/100
ChatGPT
62
Google AI
78
Perplexity
73
Gemini
44
Bing Copilot
61
What you get
Everything you need to win AI recommendations.
VISNIB analyzes your catalog against the exact signals AI search engines evaluate, then tells you what to publish to get cited.
Semantic Gap Analysis
Identify missing entities, topics, and relationships AI engines need to understand your products.
Intent Coverage Mapping
Map your content against real buyer intent patterns AI engines use for recommendations.
Competitor AI Presence
Track which competitors are being cited by AI engines — and why your brand isn't.
Content Opportunity Engine
Get prioritized content recommendations ranked by AI impact potential and ready-to-publish drafts.
AI Citation Monitoring
Ongoing tracking of when and how AI engines mention your brand versus competitors, over time.
Why now
SEO ranks links. AEO wins answers.
Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) are replacing traditional SEO for product discovery. VISNIB is built for this new paradigm.
The old paradigm Traditional SEO
- Optimizes for ranked lists of links
- Rewards keyword density and backlinks
- Measured by SERP position and clicks
- Users choose between competing results
- Traffic is the primary outcome
The new paradigm AEO with VISNIB
- Optimizes for inclusion inside a single answer
- Rewards semantic clarity, entities, structured citations
- Measured by citation share and recommendation rate
- The engine chooses on the user's behalf
- Recommendation is the primary outcome
The shift
The numbers behind AI product discovery.
From the VISNIB 2026 benchmark across 12,400 ecommerce queries.
68%
of product searches now start on AI platforms, not Google
3.2×
more AI citations for brands with structured semantic content
91%
of stores lack AI-search-ready comparison content
73%
of AI search queries never reach traditional ecommerce pages
How it works
From invisible to AI-recommended, in four steps.
Most VISNIB customers see measurable citation lift within 30 to 90 days.
01
Connect your store
VISNIB ingests your product catalog and begins semantic analysis.
02
Discover gaps
Identify what AI engines can't see — and why competitors are getting cited.
03
Deploy content
Generate and publish structured content AI engines trust and cite.
04
Monitor & grow
Track your AI visibility score and citation growth over time.
Coverage
Every AI engine that shapes buying.
A brand can score 80 on Perplexity and 30 on Gemini for the same product. VISNIB tracks all five — so you know exactly where to invest.
| Engine | Retrieval Style | Citation Behavior | Ecommerce Weight |
|---|---|---|---|
| ChatGPT | Hybrid (trained + Bing live) | Inline links, brand mentions | High |
| Google AI Overview | Live Google index | Source cards with attribution | Very High |
| Perplexity | Live web + curated sources | Numbered citations on every claim | High |
| Gemini | Google index + Knowledge Graph | Selective; favors authoritative domains | Medium |
| Bing Copilot | Live Bing index | Footnote-style citations | Medium |
VISNIB showed us we were invisible on Perplexity while our competitors were being recommended for our exact category. Six weeks after fixing it, our AI citation share doubled.
FAQ
Common questions.
What is AI search visibility?
AI search visibility is the measurable likelihood that an AI engine — such as ChatGPT, Perplexity, Google AI Overview, or Gemini — will cite, mention, or recommend your brand when answering a user query. It is the AI-era equivalent of traditional search rankings, but evaluated across generative answers instead of blue links.
How is VISNIB different from traditional SEO tools?
Traditional SEO tools track keyword rankings on search engine results pages. VISNIB tracks brand citations inside generative AI answers. This requires running thousands of buyer-intent prompts against each AI engine and measuring how often your brand is recommended — which standard SEO tools cannot do.
Which AI engines does VISNIB monitor?
VISNIB tracks the five engines that drive the majority of AI-mediated product discovery: ChatGPT, Google AI Overview, Perplexity, Gemini, and Bing Copilot.
How quickly will I see results?
Most VISNIB customers see measurable lifts in AI citation frequency within 30 to 90 days of deploying recommended structured content. Full visibility parity with category leaders typically takes 4 to 6 months.
Does VISNIB generate content for me?
Yes. VISNIB generates AI-search-ready articles, comparison pages, FAQs, and semantic content calibrated to how AI engines evaluate and cite sources. You review and publish.
Is there a free trial?
Yes. VISNIB offers a free AI visibility audit that scores your brand across all major AI engines and surfaces your top content opportunities. No credit card required.
What is Generative Engine Optimization (GEO)?
Generative Engine Optimization (GEO) is the practice of structuring web content so that generative AI engines can confidently retrieve, understand, and cite it. GEO is the operational discipline behind improving AI search visibility, similar to how SEO is the discipline behind ranking in Google.
Get started
Your competitors are training AI to recommend them.
See where your brand stands with a free VISNIB AI visibility report.