Retrofit vs Google

Side-by-side comparison of AI visibility scores, market position, and capabilities

Google leads in AI visibility (95 vs 21)
Retrofit logo

Retrofit

EmergingE-commerce

General

Retrofit converts brick-and-mortar retail stores into data-driven operations using AI shelf intelligence and computer vision, helping retailers optimize layouts, reduce waste, and increase sales per square foot.

AI VisibilityBeta
Overall Score
D21
Category Rank
#646 of 1158
AI Consensus
45%
Trend
up
Per Platform
ChatGPT
12
Perplexity
29
Gemini
31

About

Retrofit is a retail technology company that brings data-driven intelligence to physical retail by deploying computer vision and AI systems that track product placement, customer movement, and operational efficiency in stores. The company's platform addresses the fundamental information asymmetry in brick-and-mortar retail: while e-commerce has detailed analytics on every user interaction, physical stores have historically had almost no visibility into how customers move through spaces, which products attract attention, and how operational decisions affect sales performance.

Full profile
Google logo

Google

LeaderConsumer Technology

LLM Platform

Gemini 3 Ultra outperforms on major benchmarks; Gemini chatbot 750M MAU; AI Overviews reaches 2B monthly users. Google Cloud Vertex AI serves Anthropic + Meta. $2B invested in Anthropic; deep integration of AI across Search, Workspace, Android.

AI VisibilityBeta
Overall Score
A95
Category Rank
#3 of 8
AI Consensus
100%
Trend
down
Per Platform
ChatGPT
99
Perplexity
99
Gemini
99

About

Google is a Mountain View, California-based global technology company — the world's dominant search engine and digital advertising platform — operating Google Search (the most visited website on the internet, processing 8.5 billion+ searches daily), YouTube (2+ billion monthly users, the world's second-largest search engine), Google Ads (the dominant digital advertising marketplace), Android (3 billion+ device operating system), and Google Cloud (the #3 cloud platform). Part of Alphabet Inc. (NASDAQ: GOOGL), Google generated $350+ billion in consolidated Alphabet revenue in fiscal year 2024 with Google Services (Search + YouTube + Google Network) contributing approximately $285 billion.

Full profile

AI Visibility Head-to-Head

21
Overall Score
95
#646
Category Rank
#3
45
AI Consensus
100
up
Trend
down
12
ChatGPT
99
29
Perplexity
99
31
Gemini
99
13
Claude
99
16
Grok
99

Key Details

Category
General
LLM Platform
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Google
LLM Platform
Google is classified as company.

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