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Win in the market.

Essays on AI, AWS Marketplace, and B2B go-to-market — from the field, not the bleachers.

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From listing to pipeline

This blog is a field guide to AI, AWS Marketplace, and B2B SaaS go-to-market — tactics from real launches, not theory. New essays as I publish them.

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85% of AWS Marketplace Listings Fail the Same Test aws marketplace benchmark gtm listing optimization Jun 25, 2026

We ran 602 live AWS Marketplace listings through our buyer-centric scoring model — 303 Professional Services and 299 SaaS — scoring each on six dimensions: clarity, buyer fit, differentiation, SEO, trust, and conversion. All of it from the public listing copy: the same words a buyer — or the AI assistant a buyer increa...

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