Split.io vs Aha!

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

Aha! leads in AI visibility (66 vs 36)
Split.io logo

Split.io

EmergingProduct Management

Feature Management

SF feature management platform acquired by Harness May 2024 at $75M ARR (April 2025); $110M Lightspeed/Accel-backed progressive delivery and A/B testing competing with LaunchDarkly and Statsig for enterprise feature flag infrastructure.

AI VisibilityBeta
Overall Score
D36
Category Rank
#2 of 4
AI Consensus
68%
Trend
up
Per Platform
ChatGPT
45
Perplexity
40
Gemini
32

About

Split.io is a San Francisco-based feature management and software experimentation platform — acquired by Harness in May 2024 for an undisclosed amount, having raised $110 million in total pre-acquisition funding from Lightspeed Venture Partners, Accel Partners, and Harmony Partners — providing engineering teams, product managers, and data scientists with feature flag infrastructure, progressive delivery, A/B testing, and feature impact measurement tools that enable software teams to safely release features to targeted user segments, run controlled experiments, and measure feature impact on business metrics. Split reached $75 million in annual recurring revenue as of April 2025 under Harness ownership, serving enterprise software development teams who need controlled feature rollouts and experimentation alongside their CI/CD pipelines.

Full profile
Aha! logo

Aha!

ChallengerProduct Management

Product Roadmapping

Bootstrapped product roadmap and strategy platform with 700K+ users; comprehensive PM suite connecting goals to roadmaps and dev tools competing with Productboard and ProductPlan.

AI VisibilityBeta
Overall Score
B66
Category Rank
#2 of 3
AI Consensus
62%
Trend
stable
Per Platform
ChatGPT
67
Perplexity
71
Gemini
71

About

Aha! is a product management software company providing roadmapping, prioritization, strategy, and idea management tools for product managers — offering a comprehensive platform that connects company goals and strategy to product roadmaps, features, and release planning. Founded in 2013 by Brian de Haaff and Chris Waters in Menlo Park, California, Aha! is bootstrapped (no outside venture capital funding) and has grown to serve over 700,000 product builders at thousands of companies, including major enterprises. The company's bootstrapped approach is a deliberate strategic choice that gives it pricing flexibility and long-term orientation.\n\nAha!'s platform covers product strategy (vision statements, goals, initiatives), roadmap creation (visual roadmaps with multiple views — now/next/later, calendar, Gantt), feature management (stories, requirements, acceptance criteria), and idea management (Ideas portal for collecting customer and internal feature requests). The integration with development tools (Jira, GitHub, Azure DevOps) enables product managers to create features in Aha! that sync to engineering sprints, maintaining the product-to-development workflow connection.\n\nIn 2025, Aha! competes with ProductPlan, Productboard, Craft.io, and Roadmunk for product roadmapping platform share, and with Jira Product Discovery and Linear for integrated product management. The product management tool market has fragmented significantly — different PM personas (enterprise PM vs. startup PM, roadmap-focused vs. spec-focused) have created opportunities for specialized tools. Aha! expanded its product portfolio with Aha! Ideas (idea management), Aha! Notebooks (technical documentation), Aha! Develop (agile development sprint management), and Aha! Whiteboards — positioning as a comprehensive product management suite. The 2025 strategy focuses on growing the suite adoption among existing customers and expanding enterprise market share.

Full profile

AI Visibility Head-to-Head

36
Overall Score
66
#2
Category Rank
#2
68
AI Consensus
62
up
Trend
stable
45
ChatGPT
67
40
Perplexity
71
32
Gemini
71
33
Claude
57
38
Grok
61

Key Details

Category
Feature Management
Product Roadmapping
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Split.io
Feature Management
Only Aha!
Product Roadmapping

Integrations

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