

124 days before the first call: the B2B buying journey is a content job now
Buyer research starts 124 days before a deal appears in your CRM, according to a report Factors.ai published with LinkedIn on 23 September 2026. For four months, the only salesperson in the room is whatever you have already published.
By Katie Delaney / 2026-09-26 / 11 min read

What the 124-day B2B buying journey finding actually says#

Here is the quiet quarry most B2B marketers never see. Factors.ai's report with LinkedIn, published on 23 September 2026, says buyer research starts 124 days before a deal appears in your CRM, and that LinkedIn shows the earliest and strongest signal. The company's press release frames it as sustained engagement on LinkedIn beginning 124 days before a deal is created.
That is four months of the B2B buying journey that most pipeline reports cannot see. The buyer is reading, comparing and forming a view, and none of it shows up as a lead. By the time sales hears the name, the story is largely written.
The report adds a sharper point about who is doing the reading. It says reaching six or more contacts before a deal opens lifts win rates by 17 points, and engaging three more during the active cycle adds another 16. A buying journey is not one person's journey. It is a committee walking the same trail at different speeds.
Read the fine print before you quote it#
Two cautions, because this is a vendor study and folkfox does not sell hope. First, the numbers are correlations from the companies' own platform data, and both publishers have something to sell: Factors.ai sells attribution software, and LinkedIn sells the ads. Second, the report blends two datasets. The release says one covers more than 50,000 closed deals worth over $5 billion from more than 100 B2B companies; Social Media Today's write-up described it as 50,000 deals from 850 organisations, which merges that with a separate ad-spend sample. Quote the finding, name the source, and keep the caveat beside it.
| Item | Value |
|---|---|
| 17% of a B2B purchase's buying time is spent | 17% of a B2B purchase's buying time is spent |
| meeting potential suppliers | meeting potential suppliers |
What the Gartner B2B buying journey and other research agree on#
The 124-day figure is new. The shape is not. The Gartner B2B buying journey research has said for years that buyers spend only 17% of their purchase time meeting with potential suppliers. Split that across three or four vendors on a shortlist, and any single seller gets a sliver of the buyer's attention.
More recent work pushes the same way. In a 2025 survey, Gartner found that 61% of B2B buyers prefer an overall rep-free buying experience, and that 73% actively avoid suppliers who send irrelevant outreach. So the answer to a silent buyer is not more cold email. It is better material for them to find on their own.
Timing matters too. 6sense's 2025 Buyer Experience Report found the point of first contact shifted from 69% of the journey to 61%, and that the winning vendor is already on the day-one shortlist 95% of the time, with the pre-contact favourite winning four deals in five. That last number is the one to pin above your desk. The B2B buyer journey is mostly decided before anyone asks for a demo.
And the group keeps growing. Forrester's 2026 buyer research says the typical buying decision now includes 13 internal stakeholders and nine external influencers. The B2B buying process is a crowd, not a conversation.
| Study | Finding | Publisher type |
|---|---|---|
| Factors.ai with LinkedIn, 2026 | Research starts 124 days before the CRM deal | Vendor |
| Gartner | 17% of buying time spent with suppliers | Analyst |
| 6sense, 2025 | Pre-contact favourite wins 4 in 5 | Vendor |
| Forrester, 2026 | 13 internal stakeholders per decision | Analyst |
- Factors.ai with LinkedIn, 2026Research starts 124 days before the CRM dealVendor
- Gartner17% of buying time spent with suppliersAnalyst
- 6sense, 2025Pre-contact favourite wins 4 in 5Vendor
- Forrester, 202613 internal stakeholders per decisionAnalyst
Your CRM isn't tracking the buying journey. It's tracking the last few weeks of it.

Who your content is really for in the B2B buying process#
| Item | Value |
|---|---|
| Open to outreach via TL | 95 |
| Rarely talk to sales | 71 |
Most of the buying group will never sit in a sales meeting. Edelman and LinkedIn's research calls them hidden buyers, and found that 71% say they have little or no interaction with sales teams, while 95% say strong thought leadership makes them more receptive to sales and marketing outreach. That is a content brief hiding in plain sight.
Now look at where the money goes. According to LinkedIn's summary of the Factors.ai data, 76% of LinkedIn ad spend targets roles from director level through to owners. The finance lead, the security reviewer and the person who will use the tool every day are the ones doing the quiet reading, and they are the ones the budget skips.
| Item | Value |
|---|---|
| 6+ contacts, pre-deal | 17 pts |
| 3+ more, in cycle | 16 pts |
| Paid plus organic | 10.8 pts |
Read the ladder like a fox reads a hedgerow: the gaps matter more than the height. Breadth before the deal is the biggest lever in this dataset, which means content that speaks to several roles, not one champion, is where a B2B programme earns its keep.
The paid and organic question#
LinkedIn's blog says companies pairing ads with organic activity achieve 2.4 times higher win rates than those running paid alone. Factors.ai's own release describes the same effect differently, as win rates 10.8 percentage points above the baseline. Both can be true on different baselines, and neither proves cause. What they share is the practical point: people trust a name they have seen in their feed from a human, not just in a sponsored slot.
How to build content for a four-month B2B buying journey#
If the B2B buying journey is four months long and mostly silent, content has three jobs: be findable when the committee starts looking, be useful to each role in it, and be memorable enough to earn the shortlist. Everything else is decoration.
List the five to eight roles that sign off on your category, and the one question each of them asks first.
Publish plain, specific answers to those questions: pricing logic, security posture, implementation time, proof.
Let subject experts post under their own names, with the disclosures the rules require, so the brand has faces.
Spread paid distribution across the roles who read, not just the title who signs.
Track engaged accounts and contacts over months, not only last-click leads.
That third step has a rule attached. The FTC's endorsement guidance says that listing your employer on your profile is not enough when you post about its products, because readers of the post will not see it. An employee-led programme needs the disclosure in the post itself. Build that into the playbook from day one and it costs nothing; bolt it on later and it looks like a correction.
The underlying marketing science explains why this works. The Ehrenberg-Bass Institute argues that only about 5% of target customers are actively looking to buy at any one time, a finding Marketing Week reported as roughly 20% in market in a year and 5% in a quarter. LinkedIn's B2B Institute has built its whole pitch on that 95-5 rule. The content you publish this month is mostly for buyers who will be in market next year.
This is the work behind our content marketing programmes, and it pairs with paid social so the right roles actually see it. We made the case for publishing where buyers really read in our B2B content piece on Google Zero, and for reporting on influence rather than clicks in the content ROI report Google never built.

How to measure a B2B buyer journey you cannot see#
The hardest part of a long, quiet B2B buying process is proving it is working. Last-click reporting will tell you content does nothing, because the click that converts is usually a branded search or a direct visit months after the reading happened.
So measure the things that move early. Count engaged accounts, and within them, engaged people by role. Watch whether more of the committee is touching your material before an opportunity opens, which is exactly the signal the Factors.ai data associates with higher win rates. Ask new customers, in their own words, where they first came across you, and log the answers. It is old-fashioned and it is the most honest attribution you will get.
Be wary of treating any one platform's data as the whole trail. This week's study measured engagement on LinkedIn because LinkedIn and a LinkedIn partner produced it. Your buyers also read newsletters, community threads and AI answers. A peer-reviewed review in Industrial Marketing Management noted that top marketing journals have been almost silent on buying committees since the early 1990s, which is why so much of the evidence now comes from vendors. Use it, and keep your own records alongside it.
If you want help building that measurement, it sits naturally with brand strategy work, because the thing you are really tracking over 124 days is whether the committee remembers your name. And if your paid LinkedIn reach is already hitting limits, our note on the matched audience ceiling is worth a read.
The fox never waits at the den door for dinner to arrive. It leaves a trail, patiently, in places its quarry already walks. For B2B marketers, those 124 quiet days are the trail. Mark them well, and the first call is a formality.
Frequently asked questions#
What is the B2B buying process?
The B2B buying process is how an organisation decides to buy: recognising a need, researching options, building a shortlist, evaluating suppliers and agreeing internally. Research from Gartner, 6sense and Forrester shows most of it happens before buyers contact a seller, and it involves many people, often more than a dozen stakeholders.
How long is the B2B buying journey?
A September 2026 report by Factors.ai with LinkedIn says buyer research starts about 124 days before a deal appears in the CRM. 6sense's 2025 study put first contact at 61% of the way through the journey. Both are vendor studies, so treat the exact figures as indicative.
What does the Gartner B2B buying journey research say?
Gartner found that B2B buyers spend only 17% of their buying time meeting potential suppliers. A 2025 Gartner survey found 61% of buyers prefer a rep-free buying experience and 73% avoid suppliers who send irrelevant outreach.
Is the B2B buyer journey different from the buying process?
They describe the same thing from two sides. The buying process is the organisation's steps to a decision; the buyer journey is the path each person in the buying group takes through research and contact with suppliers. Content has to serve both.
How should B2B content marketing change in response?
Publish plain answers to the questions each member of the buying group asks, give subject experts a named voice with proper disclosure, spread paid reach beyond senior titles, and measure engaged accounts and contacts over months rather than last-click leads.
Read more on this topic#
B2B content marketing when Google is extra: the publishers' playbook
Where B2B buyers actually read when search sends less traffic.
Read the pieceContentThe content marketing ROI report Google never wanted to build
How to report on content when the click is not the point.
Read the pieceContentContent Marketing Expertise Cannot Be Downloaded
Why named expertise beats generated volume for B2B trust.
Read the piecePaid socialYour LinkedIn Ads Manager Just Hit an Invisible Ceiling
The audience limits that shape who your LinkedIn spend can reach.
Read the pieceIs your content selling in the silent months?
folkfox builds B2B content programmes for the whole buying group: named experts, plain answers and measurement that sees the 124 days before the call.
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