Sell Against · Positioning Analyses

How AI-native challengers should position against incumbents.

Data-backed SignalScore audits, shift narratives, and tactical sales battle cards. Category by category.

Every major B2B category has the same dynamic right now: a legacy incumbent with 20 years of customers, and an AI-native challenger with modern architecture and the right customer roster.

The incumbent isn't structurally broken. They're structurally trapped. Rebuilding their architecture to match the AI-native era would mean breaking years of customer integrations, workflows, and trained user mental models.

Each analysis here does the same three things: audits the incumbent's homepage messaging, maps the category shift, and gives the challenger a tactical sales battle card. All through the lens of one question — which era is your stack built for?

Case Study · AI-Native CRM
Attio vs HubSpot: The AI-Native CRM Positioning Analysis
HubSpot's 8-dimension SignalScore audit. The shift from forms-and-workflows CRM to AI-native CRM. Attio held to the same standard — where they're doing the work, where they're leaving the opportunity on the table. Plus the tactical sales battle card for AI-native CRM sellers competing against HubSpot today.
Published April 2026 · 14 min read · Includes printable battle card · Read analysis →

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