Duckie vs Middleware

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

Middleware leads in AI visibility (56 vs 39)
Duckie logo

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
D39
Category Rank
#228 of 305
AI Consensus
78%
Trend
stable
Per Platform
ChatGPT
42
Perplexity
40
Gemini
43

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.

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Middleware logo

Middleware

ChallengerInfrastructure

IT Operations

Cloud-native observability platform with APM, traces, logs, and metrics; OpenTelemetry-native cost-effective Datadog alternative targeting DevOps teams at growing companies.

AI VisibilityBeta
Overall Score
C56
Category Rank
#96 of 305
AI Consensus
81%
Trend
stable
Per Platform
ChatGPT
54
Perplexity
60
Gemini
59

About

Middleware is an observability and monitoring platform providing application performance monitoring (APM), distributed tracing, log management, and infrastructure metrics in a unified view for engineering teams running cloud-native applications. Founded in 2021 and headquartered in San Francisco, Middleware raised approximately $6 million and targets DevOps and SRE teams at growing companies who need comprehensive observability without the cost and complexity of enterprise platforms like Datadog or New Relic.

Full profile

AI Visibility Head-to-Head

39
Overall Score
56
#228
Category Rank
#96
78
AI Consensus
81
stable
Trend
stable
42
ChatGPT
54
40
Perplexity
60
43
Gemini
59
38
Claude
60
34
Grok
54

Key Details

Category
IT Operations
IT Operations
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

Integrations

Only Middleware

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