A capable product no longer wins on capability. Buyers shortlist before they ever talk to a vendor, increasingly by asking an AI assistant, and the vendor the buying group already favours wins most deals. The work is to be the name in that early research: a position stated plainly, evidence where the engines read, and a sales motion ready for the buyer who arrives largely decided
Most of the buying journey now happens where the vendor cannot see it: review sites, communities, AI answers, a buying group of colleagues. The plan assumes that, and puts the public evidence layer and the first-call experience ahead of volume tactics.
Procurement software, Series A, Europe
Search campaigns treated educational searches, pricing searches and direct software comparisons as equally valuable. We split campaigns by intent, introduced qualification before demo booking and imported CRM opportunity stages back into the ad platforms.
Cost per qualified opportunity fell 37% over five months. Lead volume decreased 18%, while qualified pipeline increased 24%.
Data infrastructure platform, US
The documentation worked well for existing users, but there was little content explaining how the platform compared with established alternatives. We published technical comparison pages, migration guides and public benchmark methodology, then improved the structure of the documentation for crawlers.
The product appeared in 11 of 25 tracked comparison questions after seven months. Organic demo requests increased 18%.
Accounting software, UK
New users landed in an empty dashboard and had to configure the company manually before seeing useful output. We added accounting-platform import, sample data, a three-step setup flow and onboarding emails triggered by product activity.
Trial activation increased from 10.9% to 15.8%. Trial-to-paid conversion increased from 7.4% to 9.1%.
Key shifts, emerging trends and what they mean for business
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