Sola vs Middleware

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

Middleware leads in AI visibility (56 vs 41)
Sola logo

Sola

EmergingInfrastructure

IT Operations

SF agentic process automation platform enabling no-code AI bots that self-heal across application updates; YC/a16z $21.5M with $3.5M revenue competing with UiPath and Automation Anywhere for enterprise workflow automation.

AI VisibilityBeta
Overall Score
C41
Category Rank
#158 of 305
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
39
Perplexity
40
Gemini
35

About

Sola is a San Francisco-based agentic process automation platform — backed by Y Combinator (2023 batch) with $21.5 million raised including a $17.5 million Series A in 2025 and a $3.5 million seed from Y Combinator and Andreessen Horowitz in 2023 — enabling businesses to automate workflows across any application without code or consultants by recording user actions, building AI-powered bots that adapt to application changes, and continuously improving automation accuracy through a record-adapt-improve loop. Founded in 2023 by Neil Deshmukh and Jessica Wu and generating $3.5 million in revenue by June 2024 with a 23-person team, Sola targets the $60+ billion robotic process automation (RPA) market where legacy platforms (UiPath, Automation Anywhere) have high implementation costs and fragile automations.

Full profile
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

41
Overall Score
56
#158
Category Rank
#96
82
AI Consensus
81
stable
Trend
stable
39
ChatGPT
54
40
Perplexity
60
35
Gemini
59
36
Claude
60
42
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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