Middleware vs Rollstack

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

Rollstack leads in AI visibility (82 vs 45)
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
C45
Category Rank
#14 of 68
AI Consensus
61%
Trend
stable
Per Platform
ChatGPT
43
Perplexity
46
Gemini
44

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
Rollstack logo

Rollstack

LeaderInfrastructure

IT Operations

Presentation automation platform embedding live Tableau, Looker, and BI charts into PowerPoint/Google Slides; $11M from Insight Partners and YC serving SoFi and monday.com automating thousands of data decks.

AI VisibilityBeta
Overall Score
A82
Category Rank
#4 of 68
AI Consensus
50%
Trend
up
Per Platform
ChatGPT
92
Perplexity
78
Gemini
91

About

Rollstack is a San Francisco-based presentation automation platform that uses AI to embed live data visualizations from business intelligence tools — Tableau, Looker, Power BI, Sigma, Excel, and others — directly into PowerPoint and Google Slides presentations, enabling enterprise teams to create data-driven slide decks without manually copying charts or updating numbers. Founded in 2023 and backed by Y Combinator with $11 million in Series A funding led by Insight Partners in October 2024, Rollstack serves Fortune 500 customers including SoFi and monday.com, automating thousands of slide decks.

Full profile

AI Visibility Head-to-Head

45
Overall Score
82
#14
Category Rank
#4
61
AI Consensus
50
stable
Trend
up
43
ChatGPT
92
46
Perplexity
78
44
Gemini
91
56
Claude
75
56
Grok
76

Key Details

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

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

Integrations

Only Middleware
Only Rollstack

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