AI Features Become Table Stakes in SaaS: 90% of New Products Ship with AI
90% of new SaaS products launched in 2026 include AI features, with AI-powered search, writing assistance, and data analysis becoming baseline expectations rather than differentiators.
Key Data Points
Analysis
The era of AI as a SaaS differentiator ended in 2025. By 2026, AI features are as expected as mobile responsiveness was in 2015 — their absence is noticed more than their presence.
Standard AI features in SaaS include: AI-powered search and filtering, natural language data querying, automated content generation, smart suggestions and recommendations, anomaly detection, and intelligent workflows.
The new differentiation axis shifted from "has AI" to "how well AI works with your specific data and workflow." Companies winning in 2026 focus on domain-specific AI (vertical AI) rather than general-purpose AI features.
Ehsan's Analysis
The "AI-powered" label lost its pricing power in 2026. Two years ago, adding AI to your SaaS product justified a 30-50% price increase. Now, users expect AI features at the same price point. The winners pivoted from "we have AI" to "our AI understands your industry/workflow better than generic tools." Vertical AI — AI trained on specific domains — is where the margin premium lives now.
Ehsan Jahandarpour
AI Growth Strategist & Fractional CMO
Forbes Top 20 Growth Hacker · TEDx Speaker · 716 Academic Citations · Ex-Microsoft · CMO at FirstWave (ASX:FCT) · Forbes Communications Council