IoTFlows vs Duckie

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

Duckie leads in AI visibility (25 vs 19)

IoTFlows

EmergingManufacturing

General

IoTFlows provides an industrial IoT platform for manufacturers to connect, monitor, and optimize factory equipment through standardized data collection, real-time dashboards, and edge analytics.

AI VisibilityBeta
Overall Score
D19
Category Rank
#573 of 1167
AI Consensus
65%
Trend
stable
Per Platform
ChatGPT
21
Perplexity
20
Gemini
13

About

IoTFlows is an industrial Internet of Things (IIoT) platform company that helps manufacturers connect their production equipment to digital monitoring and analytics systems. Factory machines—CNC machining centers, injection molding presses, assembly equipment—generate valuable operational data that is often inaccessible because the machines use proprietary protocols, lack connectivity, or are too old to have built-in data export capabilities. IoTFlows provides the hardware and software to extract this data, standardize it, and make it actionable through real-time dashboards and edge analytics.

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

19
Overall Score
25
#573
Category Rank
#18
65
AI Consensus
59
stable
Trend
stable
21
ChatGPT
33
20
Perplexity
19
13
Gemini
36
10
Claude
31
24
Grok
34

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