89% Is Not a Trend. It Is the New Baseline.
New research from the Demand Gen Report's 2026 B2B Trends study and corroborating data from multiple industry sources confirm that 89% of B2B buyers now use generative AI as a key information source when researching vendors.
Let that number settle. Nine in ten buyers your sales team will ever talk to have already done AI-mediated research on your category before they respond to any outreach. Most have done that research before your first cold email reached their inbox.
This is not a trend you can wait out. It is the current default behavior for senior B2B buyers.
What Gen AI Research Looks Like in Practice
B2B buyers using gen AI for vendor research are not running simple Google-style queries. They are conducting multi-turn research sessions that function like a private analyst briefing.
A typical session might include:
- "What are the top five identity security platforms for a 1,000-person fintech company with SOC2 Type II compliance requirements?"
- "What are the pros and cons of [Vendor A] versus [Vendor B] for that use case?"
- "What have customers said about their implementation support quality?"
- "What questions should I ask during a demo call with [Vendor A]?"
By the end of this session, the buyer has a shortlist, a preferred vendor, and a prepared list of questions for the sales call. Your SDR who then emails this buyer with a "just checking in" sequence is the third conversation they have had about this purchase, not the first.
Why 89% Changes the Math on Cold Outbound
If you assume cold outbound is reaching buyers in a neutral state, you are working with an outdated model. The 89% number means the vast majority of your outreach is reaching buyers who have already formed preferences.
The practical implications:
Generic personalization does not work anymore. If a buyer has already done a structured AI research session on your category, a cold email referencing their LinkedIn job title is not impressive. They have more context than your sequence does.
Objections come earlier in the cycle. Buyers who have done AI research arrive at first calls with specific objections, not general curiosity. Your team needs to be prepared for informed buyers, not prospecting-level conversations.
The gap between shortlisted and non-shortlisted vendors is wider. If you are not in the AI-generated shortlist, you are not getting the call. If you are in the shortlist, the deal is already partially won.
What B2B Vendors Should Do Given This Data
Publish content AI models cite. Answer-first articles, specific statistics from named research, customer case studies with real numbers. These are the inputs that feed AI research sessions. If your content exists and is specific enough to cite, you appear in the synthesis.
Earn third-party mentions. G2, Capterra, industry publications, and analyst reports are all citation sources for AI vendor research. A vendor without G2 reviews is invisible in the research session even if their product is excellent.
Get in front of buyers before the research phase concludes. This is where event-led pipeline has an advantage that no content strategy can replicate on its own.
The Event-Led Advantage at 89%
When 89% of buyers are doing their own research before engaging sales, the vendors who win are the ones who get introduced before the research phase ends, or who get introduced so compellingly during the research phase that they jump to the top of the shortlist.
A live event on a topic your ICP is actively researching does the former. When a VP of Engineering attends a roundtable on platform reliability trends before they have finished their AI research session on observability vendors, you are not an item in their shortlist. You are the team that convened the conversation. That is a fundamentally different starting position.
LinkedOtter generates 754 webinar signups in 26 days, with more than 100 from target accounts. That audience is your ICP, attending an event you hosted, before they have finished forming their vendor preferences. The follow-up conversation starts from a completely different position than cold outreach.