B2B buyers start looking 124 days before the first sales call. Six contacts add 17 points

B2B buyers spend about 124 days comparing options before they speak to a seller. Factors.ai drew that figure from more than 50,000 closed deals at over 850 companies. LinkedIn put the report out on 23 September, with Greg Willis, its vice president of global sales, quoted in it.

Reaching six people before the deal exists adds 17 points

Teams that touched at least six contacts before the deal appeared in the CRM won 17 percentage points more often. Reaching three further people during the live cycle added another 16 points. Forrester numbers cited in the report put a B2B decision at roughly 13 people inside the company and nine outside it.

Three quarters of LinkedIn budgets go to director titles

Factors.ai found that 76 percent of LinkedIn ad spend aims at director-level job titles. The same report describes a buying group that is much wider. So the money sits on one layer while the decision moves through several. The analyst who writes the shortlist and the finance approver who signs it are outside that targeting.

Paid plus organic wins 2.4 times more often than paid alone

Companies running LinkedIn ads alongside regular organic posting won 2.4 times more often than those buying ads only. LinkedIn Ads now take 39.8 percent of B2B display budgets, eight points more than in 2024. Deals traced to LinkedIn carried a 34 percent higher average contract value. The report also puts LinkedIn returns at 1.6 times against 1.18 for Google, which is LinkedIn’s own claim about its own channel.

The arithmetic in the report is plain. Six contacts before a deal is created buys 17 percentage points of win rate, and three more during the cycle buys another 16. The budget does not move; the list of people it reaches does. LinkedIn already takes 39.8 percent of B2B display money, so the spread costs nothing extra, and measurement keeps moving towards contact-level data while advertisers rewrite how they pay for results.