incident.io vs SmartBear

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

SmartBear leads in AI visibility (86 vs 45)
incident.io logo

incident.io

ChallengerDeveloper Tools

AI Incident Management

Raised $62M Series B at $400M valuation (Apr 2025) led by Insight Partners. Customers include Netflix, Ramp, Linear, Etsy. Built by ex-Monzo engineers. Slack-native incident workflows.

AI VisibilityBeta
Overall Score
C45
Category Rank
#1 of 1
AI Consensus
68%
Trend
up
Per Platform
ChatGPT
42
Perplexity
47
Gemini
56

About

incident.io is an AI-powered incident management platform built by former Monzo (the UK digital bank) engineers, providing Slack-native incident response workflows used by engineering teams at Netflix, Ramp, Linear, and Etsy. The company raised $62 million in Series B financing at a $400 million valuation in April 2025, led by Insight Partners. In 2025-2026, incident.io pivoted strongly into AI agents that can autonomously triage and resolve incidents alongside human responders.

Full profile
SmartBear logo

SmartBear

LeaderSoftware Testing

API Testing & Quality Tools Suite

SmartBear is a software quality company offering a suite of API testing, visual testing, performance testing, and test management tools used by enterprise development teams.

AI VisibilityBeta
Overall Score
A86
Category Rank
#1 of 1
AI Consensus
57%
Trend
up
Per Platform
ChatGPT
89
Perplexity
95
Gemini
93

About

SmartBear is a software quality tooling company headquartered in Somerville, Massachusetts that provides a broad portfolio of products spanning API design and testing, visual testing, performance testing, and test management — serving development and QA teams across the full software quality lifecycle with purpose-built tools for each testing discipline rather than a single consolidated platform. SmartBear's most widely known product, ReadyAPI (formerly SoapUI), is an industry-standard API testing tool used by QA engineers and developers to validate REST, SOAP, and GraphQL API behavior through functional test automation, security scanning, and load testing. SwaggerHub, SmartBear's API design and documentation platform, is another flagship product with broad enterprise adoption in the API governance and design-first development workflow market.

Full profile

AI Visibility Head-to-Head

45
Overall Score
86
#1
Category Rank
#1
68
AI Consensus
57
up
Trend
up
42
ChatGPT
89
47
Perplexity
95
56
Gemini
93
45
Claude
92
49
Grok
77

Key Details

Category
AI Incident Management
API Testing & Quality Tools Suite
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only incident.io
AI Incident Management
Only SmartBear
API Testing & Quality Tools Suite

Integrations

Both integrate with
Only incident.io
Only SmartBear

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