#pipeline

Demand Gen Report examines how AI is changing demand generation by requiring teams to emphasize strategic judgment, trusted content, and sales-marketing alignment instead of content volume.

The modern CMO position has shifted from five years ago as AI prompts questions about which marketing tasks can be automated and which require human oversight.

Gartner’s 2026 CMO Spend Survey found that 70% of CMOs consider becoming an AI leader a critical goal for this year. Only 30% report mature AI readiness capabilities. Marketing budgets sit at 7.8% of company revenue and remain flat.

Many marketing leaders respond by changing the org chart through new structures, titles, or team consolidations.

McKinsey’s State of AI research shows roughly 6% of organizations qualify as AI high performers because they attribute at least 5% of EBIT impact to AI...

Public software companies including Dropbox, PagerDuty, Zoom and DocuSign now report growth rates at or below 5% in their most recent quarters, according to [SaaStr](https://www.saastr.com/the-sub-5-club-the-terminal-state-of-software/).

Dropbox posted 0.8% revenue growth last quarter. Stripping out a winding-down product, growth reached 2%. Total ARR increased 0.3%. Management guidance projects revenue decline between 0.4% and 0.9%.

Most connected TV incrementality tests fail before a single ad runs because the test produces a number that looks convincing without proving anything. Coming into this year cross-platform measurement ranked as a top priority for 72% of advertisers, up from 64% in 2025, according to the IAB’s 2026 Outlook Study.

Attribution focuses on identifying which advertising exposure deserves credit for a conversion. Incrementality asks whether that conversion would have happened without the ad.

SaaStr published takeaways from this week's 20VC episode on hiring expertise, token spend, and net new logo growth for B2B companies.

The Apple lawsuit against OpenAI involves stolen files rather than knowledge transfer. In California non-competes do not hold and knowledge travels with the individual. Anthropic founders built a company worth more than $50 billion after walking out with nothing but their brains.

Rory O’Driscoll told attendees at SaaStr AI that software is not dead. He said it has become much harder to win after reviewing spending and revenue numbers compiled by his firm. In 2026 hyperscalers are projected to spend roughly $688B on AI capex while the same market is expected to generate about $110B in revenue, according to [SaaStr](https://www.saastr.com/is-software-dead-no-it-just-got-a-lot-harder-to-win-the-saastr-ai-deep-dive-with-rory-odriscoll/).

Omnichannel sales unifies customer data and coordinates outreach across all channels to create a continuous buyer experience. Most sales teams still operate in silos where email, phone, chat, and in-person conversations produce fragmented data and inconsistent follow-up. Recent data from Capital One Shopping shows the share of omnichannel shoppers has climbed to 91%.

Customer acquisition cost is rising across virtually every B2B category while deal volume, deal velocity and deal size show no corresponding improvement, according to MarTech. The source material states that spending more to acquire customers without gains in those outcomes points to a proof problem rather than market conditions.

The B2B go-to-market profession operates from the thesis that awareness plus information equals purchase intent.

A Harris Poll survey of more than 300 U.S. marketing, advertising, communications, and social media decision-makers found that 48% admit they often feel they are guessing which marketing activities drive consumer purchasing decisions, according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/news-brief/madison-logic-harris-poll-half-of-marketers-are-guessing-on-what-drives-purchasing-decisions-today/53624/).

The poll shows proving ROI as the top concern for marketers.

HubSpot Sales Blog published a primer on the sales prospecting funnel, a structured set of stages that convert leads into qualified opportunities.

Many sales teams invest heavily in pipeline management while leaving prospecting inconsistent or overly dependent on rep intuition.

On April 1, 2026, a new line item labeled inride – Trade Agent AI appeared in the Tier III co-op claim dropdown inside the Ford dealer portal. The entry treats an autonomous AI agent as a reimbursable marketing expense alongside billboard and radio placements.

Ford’s co-op program, older than the interstate highway system, had previously approved newspaper, television, internet, and digital retail expenses.

Sales reps spend an average of only 30% of their time actually selling according to [HubSpot Sales Blog](https://blog.hubspot.com/sales/sales-operations-platform). The remainder goes to administrative tasks and chasing information. Fragmented systems undermine pipeline velocity and forecast accuracy.

A sales operations platform centralizes workflows for revenue teams. It unifies tasks under one interface for automation, process consistency, and analytics.

Enterprise sales prospecting is the process of identifying and engaging decision-makers at large organizations to close deals. Enterprise sales teams typically look for potential buyers at organizations that employ 1,000 or more people. Buying committees span multiple departments, and a single missed stakeholder can stall a deal.

Enterprise prospecting requires a different approach than traditional prospecting.

Sales teams face difficulty identifying which leads matter amid disconnected tools, manual qualification, and subjective scoring that slows cycles. According to [HubSpot Sales Blog](https://blog.hubspot.com/sales/lead-scoring-automation-tools), 28% of sales professionals cite lengthy sales processes as the primary reason good prospects back out of deals.

Lead scoring automation tools assign numerical values to leads based on predefined criteria, behavioral patterns, and predictive signals.

HubSpot Sales Blog published a guide titled "Sales acceleration platforms: Our top picks for 2026" that defines sales acceleration platforms as tools providing automation for prospecting, email drafting, timely prospect engagement, and pipeline analysis according to [HubSpot Sales Blog](https://blog.hubspot.com/sales/sales-acceleration-platform).

The platforms address deals that lose steam when leads wait too long for responses and follow-ups turn inconsistent.

The 2026 Account Based Marketing Benchmark Survey found that 84% of respondents use ABM to drive revenue. Of those, 56% prioritize new account acquisition while 28% focus on account expansion, according to [Demand Gen Report](https://www.demandgenreport.com/blog/what-the-2026-abm-benchmark-survey-reveals-about-b2b-growth-strategy/53290/).

56% of respondents identified new account acquisition as the primary goal of their ABM strategy. Another 28% named account expansion as the main focus.

insightsoftware adopted Lusha to address insufficient EMEA contact coverage from its existing global sales intelligence platform. The company, which connects CFOs across finance, accounting and operations, saw its EMEA BDR teams double pipeline ROI within two weeks according to [Demand Gen Report](https://www.demandgenreport.com/case-studies/from-limited-contact-coverage-to-closed-deals-insightsoftwares-lusha-success/53107/).

When Andrew Knox joined as Director of Business Development for...

B2B revenue teams now deploy CRMs, marketing automation platforms, ABM tools, sales enablement software, and AI-powered forecasting engines, yet many organizations report that results lag behind the level of investment. The CRM remains half-populated, automation sequences run without monitoring, and AI features stay toggled off since implementation, according to Demand Gen Report.

Research from Netguru found that companies lose 20 to 30% of annual revenue due to disconnected data across CRM,...

Nearly 80% of surveyed organizations are actively executing an ABM strategy, according to the 2026 Account Based Marketing Benchmark Survey from Demand Gen Report. The remaining organizations plan to add one soon. The findings indicate ABM has moved beyond the pilot stage into the established B2B go-to-market mix.

52% of respondents said their ABM efforts are meeting expectations. Another 23% said programs are exceeding expectations, and 10% said they are greatly exceeding expectations.

SalesboxAI launched a unified, AI-native GTM platform that uses copilots and specialized agents to coordinate marketing, SDR, and sales work from first signal to closed deal. The platform combines real-time intent signals, buying group intelligence, multi-channel outreach, and CRM-connected pipeline management to reduce tool sprawl and improve conversion speed, according to [Demand Gen...

B2B sales teams lose deals when meetings get stuck in email threads, routed to the wrong rep, missed due to time zone issues, or dropped during handoffs. According to [HubSpot Sales Blog](https://blog.hubspot.com/sales/b2b-meeting-scheduling-tools), these friction points cause high-intent prospects to lose interest while reps spend time on coordination instead of selling.

A meeting scheduler tool for B2B sales connects calendars, availability rules, and prospect data.

SaaStr states that most founders and VPs of Sales and CROs later wish they had specialized their sales teams earlier instead of using round-robin assignment across all leads. The publication advises splitting account executive teams by factors that drive efficiency for the specific business, such as geography, industry, company size, or deal size, and to begin specialization as early as possible.

SaaStr notes that splitting by company size works once a team has two or three sales reps hitting...