Sam's organization spends $60K on an analyst subscription. Three weeks to schedule a briefing, two more to receive the report. By the time it arrives, Sam has already shortlisted vendors, asked their network for feedback in Slack groups, and even booked a pilot. The Magic Quadrant, he never even got to open.
Sam isn't an outlier. He's your typical B2B buyer in 2026. Like most buyers today, his team finished most of their research before speaking to a vendor. They gathered insights from peers, communities, and operator content long before any sales call happened, and couldn't care less about paid analyst reports, as well as gated ebooks recycled from before the pandemic, and playbook that assume buyers need vendors to guide them through the decision process. Increasingly, it looks like they don't.
This is something I recently discussed with Santosh Sharan, Co-Founder and CEO of Zeer AI, on another episode of Banter with Billy. If you’d rather listen to it instead, it’s here:
Why analyst research no longer drives meaningful B2B decisions
Over the year, Gartner is down more than 50% as of recent charts. This drop could be a strong signal that the old “analyst stamp of approval” model is under scrutiny. And according to 6sense’s Buyer Experience Report:
- 69% of the buying process happens before the buyer engages sales,
- 81% of buyers say they had a preferred vendor before ever talking to a rep,
- and 85% said their purchase requirements were largely established before contacting sales.
If buyers are deciding so much of the deal before they talk to you, you can’t win with analyst validations alone. Because buyers no longer rely on analyst briefings or platform reviews to guide decisions. As Santosh put it:
“These companies were built in an era with less information. Now we’re drowning in it.”
With insights flowing daily from podcasts, community posts, and curated LinkedIn feeds, buyers don’t wait for static reports. They go straight to trusted peers. And no matter how much we adore them, platforms like G2 are becoming less influential, not because their data is wrong, but because they’re no longer the most credible source.
Instead of waiting for external, usually paid-for validation, strong GTM teams are showing up where credibility is built in real time. And if you’re still structuring campaigns around legacy research, it’s worth asking whether B2B startups still need Gartner in 2026.
Why most content fails to build trust
Zeer AI’s research with 200 B2B buyers in 2025 revealed a gap in most sales cycles, a gap that comes from trust, or should I say lack thereof. It’s not a lack of information, because buyers have plenty of that. It’s that they no longer believe most of what they read when:
- Static reports feel outdated,
- LLM-generated summaries feel generic,
- Vendor-authored blog posts feel biased,
- Even tools like ChatGPT fall flat without context or third-party validation.
So what they did was continue using AI to generate summaries but enrich them with insights from respected marketers, people their buyers already follow. That one change made the same output feel instantly more actionable. It’s a tactic we use across campaigns at Envy. You can see how this comes to life in our approach to building verified ICP leads that convert. When you combine smart tech with relevant practitioner insight, trust scales, and so does the pipeline.
Why cold outreach is performing worse than ever
AI should have made cold outreach smarter, but it made it lazier instead. Rather than using intent data to reduce spam, most teams used automation to increase it. Santosh said it himself:
“You raise $50M today, you get 250 emails before lunch. In 2014, you’d get four.”
This is what buyers are reacting to. Outreach that feels untimed, unrelated, and untethered from anything specific. Inboxes are flooded with job change pings, firmographic triggers, and templated follow-ups. Sellers are working harder than ever to earn... even less attention.
The best teams are cutting through that noise by anchoring outreach to real market shifts, actual business problems, and channels their buyers already frequent. When B2B ads stop converting, it’s rarely the creative. It’s the context that’s missing.
Why playbooks no longer offer a repeatable edge
Playbooks used to scale. At Envy, we used to build one strong GTM motion for a cybersecurity company, copy 80% of it, tweak the remaining 20% to correspond to another client and get similar results. That doesn’t work anymore. In fact, whatever worked in Q2 might not even work in Q4 of the same year, even in the same vertical. Saturated markets, higher buyer awareness, and constant product parity have made recycled tactics unreliable. We stopped trusting playbooks years ago. Here’s what I said while speaking with Santosh:
“I can’t remember the last time a strategy worked twice in a row.”
Every client, even in the same market, now requires a custom motion. Same ICP, same budget, but just different pressure. So what teams need isn’t another template. It’s a go-to-market strategy that accounts for timing, team strengths, and noise from the competitors. One that aligns messaging to actual buyer behavior and not generic personas.
Brand is now your only sustainable advantage
Anyone can build software, but AI lowered the barrier even more. A capable team can spin up a Salesforce-level product in weeks. But you know what they can’t copy? Trust. That comes from voice, consistency, and relevance. In other words, your brand.
We all tend to choose what’s familiar. That’s why buyers bias toward people, not features. A weekly LinkedIn post from your VP that consistently shows up in their feed carries more weight than your product video. A podcast clip quoted in three group chats does more than a launch email.
That’s why brand has become the new infrastructure. Not necessarily your visual identity, but narrative consistency, point of view, and strategic distribution. It’s the difference between a demand engine that grows steadily and one that burns cash. This shift is visible in how better-performing demand generation programs focus less on output and more on showing up where buyers are already listening.
How AI agents will reshape B2B sales
If things don’t change, in 12 to 24 months, cold emails simply won’t be delivered anymore (and we won’t mind). AI agents are on track to become the default filter between buyers and sellers. And when they do, your sales team won’t be calling people. They’ll be calling agents. In fact, your sales team’s agents will be calling your prospects’ agents. And those agents will qualify, prioritize, and route only what’s useful.
When that shift happens, automation will be filtered out. Sales cycles will collapse if the underlying systems aren’t built for timing, quality, and precision. If your CRM is messy, if your routing logic is manual, or if your scoring model is based on vanity signals, your message won’t get through.
Agent-to-agent communication will reward clean, centralized, and scalable systems. If your HubSpot implementation isn’t designed for real intent, the next shift in B2B selling will cut you out of the process completely.
Where to focus now: five shifts that drive pipeline
- Stop hiding before forms and ungate your content for people to get value from the start.
- Reference other marketers in your content. A familiar name lands harder than a feature list. Practitioners, not influencers!
- Clean up routing, scoring, and handoffs. If sales never sees perfect leads, it doesn’t matter.
- Match content to the buyer’s urgency and not your quarterly plan.
- Show up where your buyers already are.
These moves will separate high-growth GTM programs from the ones that are slowing down. The shift away from lead quantity toward channel credibility is accelerating. You can see what that looks like in action by looking at how demand gen strategy is evolving in B2B.
If your funnel feels broken… maybe it is
If your campaigns are generating leads but sales aren't following up, or if your content is getting downloaded but not discussed, the issue isn’t necessarily conversion per se, but rather relevance. B2B teams are burning through budgets on systems that never meet the buyer where they are.
We work with companies facing that exact pressure. So if that’s where your team’s stuck, book a call with Idan. We’ll walk through where the disconnect actually is and what to prioritize next. You’ll leave with clarity more actionable than your last three strategy sessions combined, pinky promise 😉
