Remi vs Duckie

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

Remi leads in AI visibility (35 vs 25)

Remi

EmergingHome Improvement & Furniture

General

Digital roofing marketplace connecting homeowners with vetted contractors; $21M Series A with 650% growth and $10.5M revenue competing with Angi for the fragmented home roofing market.

AI VisibilityBeta
Overall Score
D35
Category Rank
#646 of 1167
AI Consensus
58%
Trend
stable
Per Platform
ChatGPT
32
Perplexity
46
Gemini
27

About

Remi is a digital roofing marketplace that connects homeowners with vetted contractors for roofing replacement and repair — digitizing the historically fragmented and opaque roofing industry by providing homeowners with instant quotes, contractor vetting, project management tools, and financing options through a single platform. Founded in 2022 in Lehi, Utah and backed by Y Combinator, Remi raised $21.5 million including a $21 million Series A led by Pelion Venture Partners in August 2024, achieving $10.5 million in revenue in 2024 with 650% growth and 140 employees.\n\nRemi's marketplace workflow allows homeowners to submit their address, receive an AI-generated estimate from aerial and property data, get matched with vetted local roofing contractors, compare proposals, and manage the project through completion — with financing options embedded for homeowners who need to fund emergency or planned roof replacements. Roofing is one of the most significant home expenses ($10,000-30,000) and a market with high consumer anxiety: finding a reliable contractor, avoiding scams, and managing insurance claims are all pain points Remi addresses through its platform approach.\n\nIn 2025, Remi competes in the home improvement marketplace market with Thumbtack (general home services), Angi (formerly Angie's List), GAF (roofing manufacturer with a contractor network), and regional roofing software platforms for the homeowner-contractor matching workflow. The residential roofing market generates $50+ billion annually in the US — it's one of the largest home improvement categories but one of the least digitized. Remi's 650% growth suggests strong product-market fit for the digital roofing marketplace model. The 2025 strategy focuses on expanding the contractor network across more geographic markets, growing the embedded financing product, and adding solar and other rooftop product categories to increase the lifetime value of each homeowner relationship.

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

35
Overall Score
25
#646
Category Rank
#18
58
AI Consensus
59
stable
Trend
stable
32
ChatGPT
33
46
Perplexity
19
27
Gemini
36
33
Claude
31
34
Grok
34

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.