Key Takeaways

  • In 6sense's 2026 study of 4,611 B2B buyers, the vendor favored before any seller contact won 82% of the time, and the eventual winner was on the Day-1 shortlist in 92% of journeys.
  • Buyers initiated 82.2% of first vendor contacts, reaching out about 59% of the way through an average 10.3-month buying cycle.
  • Dissatisfaction with a current solution triggered 21.7% of stalled or abandoned evaluations but only 11.2% of completed purchases.
  • 77.9% of buyers whose evaluations stalled expect to revisit the purchase within 12 months, and only 4.3% have decided not to pursue it.

Most revenue organizations measure the sales cycle from the moment a buyer raises a hand. New research suggests that by then, the contest is largely over. In 6sense's 2026 Global B2B Buyer Experience Report, the vendor a buying group already preferred before speaking to any seller went on to win roughly four deals in five. The opportunity a rep opens in the CRM is not the start of a competition. For most deals, it is the start of a confirmation, and the vendors not already on the list are competing for what is left.

The Shortlist Is Set Before the First Call

The study surveyed 4,611 recent B2B buyers across North America, APAC, Continental Europe, and the UK and Ireland, and 6sense released it on November 2. Its central finding is blunt. The pre-contact favorite won 81.5% of the time, which the executive summary rounds to 82%. The eventual winner was on the buying group's Day-1 shortlist in 91.7% of journeys, and 73% of buying groups already had two or more vendor preferences in place when they formed. Kerry Cunningham, Head of Research and Thought Leadership at 6sense, said a vendor that misses the initial shortlist has less than a 10% chance of winning.

The timing explains why. The average buying cycle in the study ran 10.3 months, and buyers first contacted sellers about 59.2% of the way through it, ranging from 56% in the UK and Ireland to 63% in North America. By that point, 91.4% of buying groups had already ranked their shortlist and 84.8% had set their requirements. Buyers initiated 82.2% of first vendor contacts, and the eventual winner was the first vendor contacted in 76.6% of journeys. Outbound still matters, but the first call is overwhelmingly placed by a buyer who has already decided whom to call first.

Preferences are not formed in a single cycle, either. Buyers reported six to eight previous evaluation cycles in the relevant category, 96% said they keep up with vendors between purchases, most often through vendor websites (36%), and 71% said their view of vendors changed somewhat or significantly between cycles. "Vendors are being evaluated continually," Cunningham said, "between and within evaluation cycles."

"The journey doesn't start when the evaluation starts." – Kerry Cunningham, Head of Research and Thought Leadership, 6sense

AI Sorts the List but Rarely Writes It

A common assumption is that AI assistants now decide which vendors make the cut. The 6sense data points the other way. Some 81% of buyers used a large language model somewhere in an evaluation, down from 94% the year before, but only 26% used one to discover vendors. Before contacting a seller, 21% cited LLMs as an influence on their view of vendors, against 34% who cited their own existing knowledge and 32% who cited internal discussions. Buyers use AI to sort, summarize, and check what they already believe.

That matches the TrustRadius 2026 B2B Buying Disconnect Report, built on a January 2026 survey of 1,862 technology buyers and 444 vendors. It found that 63% of buyers used AI during their purchase journey and 94% of those buyers fact-checked its responses at least some of the time, while 83% shortlisted three or fewer products. A short list, assembled mostly from what buyers already know, leaves little room for a vendor introduced late. Rajat Bhatnagar, SVP of Growth at HG Insights, put it simply: "Buyers are using AI to move faster, not to think less."

What Stalled Deals Are Really Telling You

The report's most useful finding for pipeline management may be its comparison of 3,596 completed purchases with 1,011 evaluations that stalled or were abandoned. Why a buyer started looking predicted how the search ended. Dissatisfaction with a current solution triggered 21.7% of stalled evaluations but 11.2% of purchases, and contract expiration triggered 19.1% against 10.7%. An identified capability gap, by contrast, sat behind 19.4% of completed purchases and only 6.5% of stalled ones. Buyers running from something stall. Buyers running toward something buy.

The barriers were mostly internal. Among stalled evaluations, 64.4% of buyers found justifying the category harder than choosing a vendor, against 53.1% of those who bought, and only 76.7% had set requirements before sales contact, against 86.7% of buyers who completed a purchase. The top reasons for pausing were changing business priorities (29%), implementation concerns (26%), unclear ROI (24%), difficulty reaching vendor consensus (23%), and M&A activity (22%). Among buyers who cited budget approval as a barrier, 68.4% pointed to a company-wide budget freeze.

Those deals are not dead. Some 77.9% of buyers whose evaluations stalled expect to revisit the purchase within 12 months, 34.1% within six months, and only 4.3% have decided not to pursue it. A stalled evaluation is, in practice, an early look at the next cycle's shortlist, and the vendor that stays useful during the pause is the one most likely to be the favorite when the buying group reforms.

The CRO Playbook for a Pre-Decided Market

The uncomfortable implication for revenue leaders is that much of what decides a quarter happens in quarters nobody is forecasting. The teams that win the most deals in 2027 will not necessarily run the best sales cycle. They will be the ones already on the list when the cycle begins.

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