# See how AI engines recommend your brand. > Track and improve your brand's visibility across ChatGPT, Perplexity, Google AI Overview, and Gemini. Get an AI visibility score, semantic gap analysis, and content opportunities in minutes. Free audit. [Skip to content](#main) [VISNIB](https://visnib.com/) [Dashboard](https://visnib.com/dashboard) [Features](#features) [Blog](https://visnib.com/blogs) [Pricing](https://visnib.com/pricing) [Sign in](https://visnib.com/signin) [Free audit](https://visnib.com/signup) 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'. Product URL Run free audit → ✓ No credit card required ✓ Results in under 3 minutes ✓ All 5 major AI engines Used by modern ecommerce brands NORTHFIELD kintsu. HALSEY & CO ATLAS GOODS verra What is AI search visibility? AI search visibility is the measurable likelihood that an AI engine — ChatGPT, Perplexity, Google AI Overview, Gemini, or Bing Copilot — will cite, mention, or recommend your brand inside its answer. Unlike SEO, which competes for ranked links, AI search visibility competes for inclusion inside the answer itself. 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 →](https://visnib.com/signup) 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. ◎ ### AI Visibility Score Quantify how visible your brand is across ChatGPT, Perplexity, Gemini, Google AI Overview, and Bing Copilot. ⊕ ### 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. AI engines tracked by VISNIB 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. **Maya Rofé** · Head of Growth, Northfield 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. [Start free audit →](https://visnib.com/signup) [See example report](https://visnib.com/demo-report) No credit card · Results in under 3 minutes · All 5 AI engines VISNIB AI search visibility platform for modern ecommerce brands. Track, measure, and improve how AI engines recommend your products. #### Product - [Dashboard](https://visnib.com/dashboard) - [Pricing](https://visnib.com/pricing) - [Example Report](https://visnib.com/demo-report) #### Resources - [Blog](https://visnib.com/blogs) - [AEO Guide](https://visnib.com/ai-search-visibility) - [Glossary](https://visnib.com/glossary) #### Company - [About](https://visnib.com/about) - [Contact](https://visnib.com/contact) - [Privacy](https://visnib.com/privacy) © 2026 VISNIB. All rights reserved. Built for the AI search era.