Retrofit vs Duckie

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

Retrofit leads in AI visibility (41 vs 25)

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
C41
Category Rank
#379 of 1167
AI Consensus
65%
Trend
stable
Per Platform
ChatGPT
49
Perplexity
38
Gemini
38

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

Duckie

EmergingInfrastructure

IT Operations

SF YC W24 AI support agent builder at 80% resolution time reduction and 71% ticket deflection; $500K from a16z/Greylock/YC/Netflix competing with Intercom Fin for customer support AI workflow automation.

AI VisibilityBeta
Overall Score
D25
Category Rank
#18 of 68
AI Consensus
59%
Trend
stable
Per Platform
ChatGPT
33
Perplexity
19
Gemini
36

About

Duckie is a San Francisco-based AI customer support platform — backed by Y Combinator (W24) with $500,000 in funding from Y Combinator, Andreessen Horowitz, Greylock, KungHo Fund, Netflix, and 5 additional investors — providing customer support teams with an AI agent builder that translates existing support processes and workflows into predictable, reliable AI automation, achieving 80% reduction in resolution time and 71% ticket deflection for deployed teams. Founded in 2023 and targeting customer support leaders at growth-stage software companies, Duckie enables support teams to deploy AI agents in minutes without engineering dependency.

Full profile

AI Visibility Head-to-Head

41
Overall Score
25
#379
Category Rank
#18
65
AI Consensus
59
stable
Trend
stable
49
ChatGPT
33
38
Perplexity
19
38
Gemini
36
49
Claude
31
48
Grok
34

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