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Revenue Operations News

Daily coverage of RevOps, sales forecasting, pipeline analytics, and B2B SaaS marketing. Curated for $100M to $1B ARR revenue teams.

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Demand Gen Report Examines Ad Tech Optimization Failures

Digital advertising optimized toward clicks, last-touch attribution, and viewability over the past two decades rather than signals that reflect real business impact, according to [Demand Gen Report](https://www.demandgenreport.com/demanding-views/ad-tech-learned-to-game-itself/53162/).

The dominant signals guiding media optimization have been clicks, last-touch attribution, viewability, and other metrics convenient to track at scale. For smaller advertisers these signals can be sufficient.

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Google, Yahoo and Microsoft Enforce Bulk Email Sender Rules

On Feb. 1, 2024, Google and Yahoo began enforcing new requirements for bulk email senders defined as those sending more than 5,000 messages to Gmail addresses in one day, according to [MarTech](https://martech.org/new-rules-for-bulk-email-senders-from-google-yahoo-what-you-need-to-know/).

All three providers require bulk senders to implement SPF to identify authorized email servers, DKIM to add digital signatures verifying authorized senders, and DMARC to specify actions on authentication failures and enable reporting.

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2X Acquires Knownwell, Values Combined Company Above $400M

2X announced on June 10 the acquisition of Knownwell, an AIaaS platform specializing in agentic artificial intelligence engineering, commercial intelligence, and next-generation GTM systems. The transaction values the combined company at more than $400 million according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/news-brief/2x-acquires-knownwell-to-build-the-first-gtm-human-agentic-services-company/53395/).

2X, a subscription-based B2B go-to-market services company, stated the deal positions it as a human-agentic GTM...

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Pam Didner Outlines GTM Planning Framework at B2BMX 2026

At B2BMX 2026, Pam Didner presented a session titled Building an Actionable Go-To-Market Plan Executives Actually Approve. According to [Demand Gen Report](https://www.demandgenreport.com/industry-news/feature/pam-didner-shows-how-to-build-a-gtm-plan-executives-can-actually-approve-lesson-learned-ar-b2bmx/53239/), she stated that GTM plans rarely fail because the product is weak and instead fail when product strategy, sales priorities and marketing execution do not connect.

Didner opened by noting that teams often assign different meanings to...

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Gartner: 49% of U.S. Consumers Say GenAI Reduced Content Quality

Gartner released three surveys this week at its Marketing Symposium/Xpo. One survey found that 49% of U.S. consumers agree GenAI has made the quality of content available worse.

The March survey of U.S. consumers showed 57% of Gen Z and Millennial respondents said marketing content quality was worse because of AI. Kate Muhl, VP Analyst in the Gartner Marketing practice, stated that AI-generated content is increasing volume but not necessarily value.

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Gartner 2026 CMO Survey Shows Rise in Digital and Acquisition Spend

Marketing leaders are allocating larger shares of budgets to digital media and customer acquisition, according to MarTech. The shift comes as generative AI raises consumer doubts about content quality.

Gartner’s 2026 CMO Spend Survey found that awareness and conversion activities represent 62.6% of media spending. Digital media accounts for more than two-thirds of total media investment. Customer acquisition spending is increasing.

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B2B Marketers Shift to Browser and OEM Ads for 2026 World Cup

B2B marketers can use browser and OEM advertising to reach decision-makers in high-intent moments during the 2026 World Cup before they search according to [Demand Gen Report](https://www.demandgenreport.com/blog/winning-b2b-attention-during-the-2026-world-cup/53110/). The 2026 FIFA World Cup will feature 48 nations across 16 host cities in North America with expected global engagement of 6 billion people.

Traditional search and social channels become crowded during mega-events.

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LinkedIn Ranks Second in AI Platform Citations: Meltwater Study

LinkedIn accounted for 0.53% of citations across 9.5 million AI-generated answers analyzed by Meltwater, placing it second behind YouTube at 1.52%. The study examined citations from six platforms: ChatGPT 5, Google AI Mode, Google AI Overviews, Gemini 3.5 Pro, Copilot, and Claude Sonnet 4.

LinkedIn ranked among the top five cited domains in B2B categories including AI and data science, marketing and advertising, leadership and strategy, sales and revenue, consulting and professional services, financial services and fintech, HR and talent, and...

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B2B CMOs Enter New Phase of AI Adoption Beyond Experimentation

B2B CMOs are entering a new phase of AI adoption after an initial wave focused on experimentation with content generation, translation, summarization, image creation and productivity gains.

Many marketing teams are already using AI, yet usage remains concentrated in content and creative applications. This concentration can create a false sense of progress when AI is applied only to make existing activities faster.

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Demandbase Sets AI in ABM Session for B2BMX Summer Camp 2026

Demandbase will present the webinar “AI in ABM: What Actually Works (And What’s Just Hype)” on Wednesday, July 15, 2026, at 12:00 p.m. as part of B2BMX Summer Camp 2026 according to [Demand Gen Report](https://www.demandgenreport.com/blog/demandbase-to-cut-through-ai-hype-in-b2bmx-summer-camp-abm-session/53225/).

The session positions AI in ABM as a practical discipline.

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2026 ABM Survey: 84% of B2B Teams Use Strategy to Drive Revenue

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.

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Fox Sports World Cup Ad Tops DAIVID Emotional Rankings

On May 13, creative intelligence platform DAIVID published data ranking the most emotionally engaging World Cup ads released so far. Fox Sports promo Miracle led the field.

DAIVID tested 31 World Cup ads released online and ranked them by the intensity of positive emotions they generated. The top five results were Fox Sports Miracle at 56.1 percent, Lay's The Most Epic Watch Party at 52.1 percent, Coca-Cola Bubbling Up at 51.6 percent, Hisense Out Host at 50.9 percent, and Budweiser The Big Drop at 50.4 percent.

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B2B CMOs Must Build Content for AI Agents and Human Buyers

B2B CMOs are adapting messaging and content to serve both human buyers and AI agents that now filter vendor research and recommendations, according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/feature/how-cmos-must-rethink-b2b-content-strategy-in-the-age-of-ai-the-dgr-interview-with-cmo-councils-tom-kaneshige/53092/).

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Employee advocacy builds reach and authority for technical B2B brands

Employee advocacy programs combine trust, subject-matter expertise, and organic reach for technical B2B organizations according to [MarTech](https://martech.org/employee-advocacy-is-a-growth-engine-for-technical-b2b/).

Corporate social media accounts generate relatively limited organic engagement in technical industries. A technical B2B company with 300 employees who average 1,000 professional connections each creates a potential visibility ecosystem larger than the corporate brand alone.

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Martech Architecture, Not Stack Size, Blocks Value

The average enterprise now has every martech tool it could ask for, yet most still say stack complexity and integration are the primary blockers to realizing value, according to Demand Gen Report.

CMOs and CIOs have spent the last decade building increasingly sophisticated martech ecosystems by adding customer data platforms for personalization, journey tools for orchestration, AI for optimization, and new analytics for attribution. Most martech stacks are not the real problem. The architecture underneath them is.

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Snowflake Debuts AI Tools at Summit '26 for Marketers

Snowflake pitched its platform as a System of Intelligence at this week’s Snowflake Summit ’26. The company introduced tools that combine AI agents, governance, customer data and business operations in one environment.

Snowflake rebranded several AI offerings and launched CoWork and CoCo as building blocks for AI-powered workflows. It also released Cortex Sense, a context layer that supplies company-specific language, processes and business rules to AI systems.

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Zig.ai Adds AI Agents for Lead Gen and Outreach

Zig.ai added AI agents to its autonomous sales platform to handle lead generation, prospect research, qualification and outreach for sales reps.

Zig.ai is now offering an artificial intelligence agent team to its fully autonomous sales platform. The agents add automated lead generation, research and outreach to a system built to run every stage of a rep’s sales motion.

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Insider One Acquires Bluecore

Insider One acquired Bluecore, a retail MarTech serving more than 400 U.S. enterprise brands.

Insider One acquired Bluecore to strengthen its data infrastructure and expand autonomous customer engagement for enterprise retail brands. Bluecore’s Transparent ID Network adds retail identity coverage and shopper event data to support Insider One’s AI-driven engagement platform. Bluecore processes over 10 billion daily shopper events.

The acquisition strengthens Insider One’s global footprint and accelerates expansion across North America.

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insightsoftware Doubles Pipeline ROI in Two Weeks With Lusha

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 EMEA, both the net-new BDR team and the client-focused...

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How to Make Vibe Coding Sustainable Inside the Enterprise

Vibe coding lets more people build software through natural-language prompts instead of traditional programming. This approach speeds experimentation and delivery for marketing technology teams. Organizations must still secure, maintain, validate, and document the software they ship, according to [MarTech](https://martech.org/how-to-make-vibe-coding-sustainable-inside-the-enterprise/).

AI tools generate code faster than humans can write it. The accelerated pace removes time for teams to clarify project goals and requirements before delivery.

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Wurl CTV Report Backs Scene-Level Ads on FAST News Channels

Wurl's CTV Trends Report finds that broad genre and channel exclusions cause advertisers to miss FAST news audiences. The report states that scene-level contextual targeting evaluates content immediately before ad breaks.

News accounts for 8.6% of all FAST viewing hours according to the report. Devices that spend more than 90% of time on news represent 7.4% of viewing hours across all FAST genres.

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First-Party Data Activation Focuses on Personalization and Integration

A recent panel at the May edition of The MarTech Conference found that almost all attendees said they were not at all confident in their ability to succeed in a cookieless world, according to [MarTech](https://martech.org/how-to-activate-first-party-data-across-the-b2b-journey/).

Many first-party data conversations remain limited to risk mitigation, consent banners, and legal frameworks. Compliance is treated as a required baseline rather than a complete strategy.

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Salesforce unveils agentic marketing tools at Connections event

Salesforce unveiled a new set of agentic marketing tools at its Connections event in Chicago. The tools automate portions of the marketing workflow including prospect identification, content creation, campaign launches and performance optimization.

Salesforce highlighted two agents from Qualified. Piper identifies and qualifies inbound website visitors around the clock before routing prospects to sales teams. Hunter identifies potential contacts, initiates outreach and runs email nurture sequences.

Agentforce Content Agent is now in pilot.

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Nectar Social Raises $30M Series A, Rebrands as Nectar Agent

Nectar Social raised a $30 million Series A round led by Menlo Ventures and its Anthology Fund. The company simultaneously rebranded as Nectar Agent according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/news-brief/nectar-social-raises-30m-rebrands-itself-as-nectar-agent/53121/). The round also included participation from True Ventures, GV, and Kinship Ventures.

Nectar Agent operates as an autonomous AI system for social intelligence, community engagement, creator workflows, and conversational commerce.

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AI Search Tops Content Channels for 52% of B2B Tech Marketers

10Fold surveyed 400 B2B technology marketing decision makers and found that 52% now rank AI-generated search and answer engines as their top content distribution channel.

The Visibility Reset: How AI Search Is Changing B2B Content Strategy report stated that AI-generated search and answer engines took the top slot from SEO. Search is no longer limited to traditional search engine results pages.

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AI Search Adoption Outpaces Trust Among Consumers and B2B Buyers

Sixty-five percent of Americans used AI search in the past six months, yet only 15% said they trust it a lot, according to research from Yelp cited in [MarTech](https://martech.org/can-marketers-navigate-ai-searchs-trust-cliff/). Consumers apply AI tools to compare products, research vendors, and narrow options despite the trust shortfall.

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Why Revenue Tech Stacks Underperform Despite Growing Investments

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, ERP, and other systems.

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MarTech: Marketing Measurement Requires Triangulation Across MMM, Attribution, Incrementality

A MarTech article states that effective measurement depends on connecting signals across MMM, attribution, and incrementality instead of forcing a single source of truth.

According to [MarTech](https://martech.org/why-marketing-measurement-needs-triangulation/), MMM evaluates overall business contribution and media mix allocation. Attribution focuses on user-level interactions and conversion paths. Incrementality measures whether marketing exposure actually influenced consumer behavior.

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B2BMX Summer Camp 2026 Shifts to Multi-Week Webinar Format

The 2026 B2BMX Summer Camp will run July 15 through July 30 as a multi-week virtual series instead of a single-day event. The program focuses on practical B2B marketing execution with sessions covering AI, ABM, buyer influence, trust in marketing and AI-native go-to-market workflows.

B2BMX Summer Camp will release new sessions every Wednesday. Attendees can participate live or access recordings on demand.

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Amazon Ads, LinkedIn Partner on CTV Ad Activation

Amazon Ads and LinkedIn have launched a collaboration that allows advertisers to activate LinkedIn CTV Ads through Amazon DSP.

Advertisers can now reach professional audiences with LinkedIn’s Connected TV Ads through Amazon DSP, bringing LinkedIn’s first-party audience signals from more than one billion members to streaming TV inventory.

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Salesforce Signs Agreement to Acquire Contentful

Salesforce signed a definitive agreement to acquire Contentful. The company plans to combine the platform with its Data 360 and Agentforce offerings to deliver personalized, AI-assembled experiences at scale across channels.

Many enterprises currently rely on static, channel-specific content.

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AI Prompts B2B SaaS Firms to Cut Marketing Roles

Nearly half of B2B SaaS companies have cut or reduced marketing roles because of AI. Most reductions occurred through quietly stopping backfills and allowing attrition to shrink teams, according to MarTech.

Wynter’s report “How B2B Marketing Actually Uses AI” surveyed 100 directors, VPs, and heads of marketing at mid-market and enterprise SaaS companies. The data showed 47 percent of B2B companies reduced marketing roles due to AI.

Sixty percent of respondents identified content and copywriting as the functions most at risk.

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AI Shifts Competitive Intelligence from Reactive Reports to Forward Strategy

Most brand teams maintain dashboards, weekly reports and periodic social feed reviews to monitor competitors, according to MarTech. These systems surface what happened last week but do not identify shifting dynamics or implications for the brand.

Social listening platforms count mentions, score sentiment and highlight activity after it occurs. The approach remains reactive and limited to rearview-mirror data collection.

Teams using AI reduce time spent collecting signals and increase time spent on decisions.

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Google Adds AI Shopping Insights to Merchant Center

Google is adding new AI performance insights to Merchant Center. The reports give retailers visibility data on how products appear across AI-powered shopping experiences on Search, Gemini, and AI Overviews.

The reports include share of voice insights, shopping funnel performance, product term insights, and product attribute gaps. Retailers can compare visibility against similar brands and identify the conversational queries that drive discovery.

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2X, Revlo and Walker Sands Name New Executives

2X appointed Emily Atkinson as Chief Client Officer and Drew Murphy as Chief Financial and Operating Officer. The subscription-based go-to-market services partner for B2B organizations made the announcements to expand its executive team.

Atkinson will lead the global client organization and unify strategy, execution, technology and AI as one GTM engine. She previously served as vice president and client partner at Epsilon and held roles at Brightfind.

Murphy will lead the newly established finance and operations function.

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Clozd Outlines Five-Step Buyer Feedback Process at B2BMX 2026

Clozd’s Dani Talbot stated at B2BMX 2026 that revenue teams miss critical buyer signals when relying on internal assumptions. She presented a five-step process to turn customer feedback into business action and positioned AI-powered interviews as a scalable method to gather deeper buyer insight for sales, marketing, and product teams, according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/feature/turning-rich-customer-feedback-into-revenue-lessons-from-b2bmx-2026/53013/).

Talbot warned against collecting feedback...

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MarTech Report: Strategy Outranks AI in Email Marketing Hiring

According to [MarTech](https://martech.org/ai-is-not-the-skill-email-marketers-need-most/), 35% of companies prioritize AI skills when hiring email marketing teams based on Litmus The State of Email 2026 findings. At the same time, 31% of teams prioritize email campaign strategy and planning.

The MarTech article states that AI serves as a tool for drafting campaign copy, suggesting subject lines, generating content variations, and revealing patterns. It notes that AI is now the most in-demand skill for email marketing teams.

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Parsnipp Launches GEO Platform Using Simulated Buyer Journeys

Parsnipp has launched an AI Search and GEO platform that models full buyer research journeys to measure brand visibility inside generative AI systems.

The Seattle-based company uses persona-based agents and multi-turn interactions rather than single-prompt testing. The platform covers brand analytics across ChatGPT, Gemini, Claude, Grok, and Perplexity, plus competitor tracking, prompt and citation analysis, GEO content optimization, search personas, and AI readiness recommendations.

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SaaStr Report Card Shows Marketing APIs Average 63.6 for AI Agents

A SaaStr AI Agent API Report Card that evaluated 152 B2B software APIs found marketing platforms averaging 63.6 out of 100 while the overall average across all categories reached 72.

The report graded APIs on six criteria scored 0-10 each for a maximum of 100 points: API design, events and streaming support, authentication, rate limits, SDK quality and documentation, and agent readiness. Scores came from independent evaluations by Claude, GPT, and Gemini models.

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2026 ABM Survey: Nearly 80% of B2B Firms Now Execute Strategies

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.

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Iterable CMO Priya Gill Shares B2B Engagement Insights in Demand Gen Report Q&A

Iterable CMO Priya Gill stated that B2B customer engagement depends on consistent, connected experiences that build trust over time rather than additional campaigns or surface-level personalization, according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/feature/iterable-cmo-priya-gill-provides-b2b-customer-engagement-insights-demand-gen-report-qa/53009/).

Gill noted that B2B buyers make more intentional decisions about time, attention, and budget and disengage faster when interactions do not feel worth it.

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Marketers Missed AI Reorganization Opportunity

Many marketers missed the initial opportunity to reimagine their organizational models before implementing AI technology, according to [MarTech](https://martech.org/ai-wont-save-a-broken-organization/). They now operate at the evolving intersection of AI, data, and modern marketing strategy.

Ryan Warren, chief CRM officer at Razorfish, states that marketing teams had an opportunity to harness AI and change the way they work but many missed it.

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B2B Retention Shifts Focus to Value Realization Before Renewals

B2B retention has traditionally been measured at the moment of renewal, yet renewal decisions are shaped long before a contract comes due as organizations face tighter budget scrutiny and expanding software portfolios.

According to [Demand Gen Report](https://www.demandgenreport.com/demanding-views/the-demand-gen-engine-why-b2b-retention-now-depends-on-value-realization/53001/), customers must now justify every vendor relationship in terms of measurable outcomes.

The Gainsight Customer Success Index shows 91% of organizations expect AI to...

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Vereigen Media Launches Revenue-First Demand Generation Programs

Vereigen Media introduced Revenue-First Demand Generation Programs to help B2B marketers move beyond MQL-focused strategies and prioritize verified engagement, first-party data, and measurable pipeline impact, according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/news-brief/vereigen-media-launches-revenue-first-demand-generation-programs/52931/).

The offering combines verified content engagement, programmatic display, ABM campaigns, and event registration supported by in-house human validation.

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Gartner: 69% of B2B Buyers Validate GenAI Insights With Sales Reps

According to two new surveys released by Gartner at the Gartner CSO & Sales Leader Conference, B2B buyers now use an average of seven information sources during purchases, with 45% employing GenAI primarily to gather vendor and product information. Buyers reported a strong preference for low-friction experiences, as 67% favor a sales-rep-free process and 70% prefer a completely digital, self-service buying experience.

The Gartner survey of B2B buyers found that 69% prefer to validate AI-generated insights with sales reps at key decision...

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Xactly Launches Fleet of Agents and Intelligence Studio

Xactly launched its Fleet of Agents and Intelligence Studio to expand the Xactly Intelligent Revenue Platform.

The Fleet of Agents includes builder agents, workflow agents, and optimization agents. Early examples are the Incent Plan Configuration Agent and the Dispute Management Agent.

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DesignRush Report Ties Content Optimization to Traffic Gains

DesignRush and Originality.ai analyzed 100 published articles and determined that content optimization was the only measured quality signal correlated with traffic. Articles scoring 70 percent or higher on optimization produced 5.4 times more monthly traffic than articles scoring in the 40 to 49 percent range, according to [Demand Gen Report](https://www.demandgenreport.com/industry-news/news-brief/designrush-content-optimization-is-the-only-measured-quality-signal-linked-to-traffic/52925/).

The relationship was not linear.

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Metadata Powers AI Search and Personalization for Marketers

Metadata already serves as the currency for organic search through schema markup, product-feed attributes, image descriptors, DAM tags, provenance signals, and taxonomies. According to [MarTech](https://martech.org/the-ai-marketing-advantage-hiding-in-your-metadata/), this structured data helps Google understand, index, and present content across Search, Images, and product experiences.

AI has elevated metadata from search optimization to the cornerstone of how brands are found, understood, rationalized, reused, personalized, and activated.

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Consumers Accept AI Ads When Helpful but Reject Robotic Output

Consumers are giving mixed signals about AI content in marketing. People like ads and content that feel useful and relevant, but many are still turned off by marketing that comes across as robotic, emotionally empty, or a little too invasive. Seventy percent of consumers said they can usually spot an AI-generated ad because it feels like it is missing its soul, according to Canva’s report covered by MarTech.

Another 69% worry the future of advertising will become a sea of AI-generated slop, and 65% said AI ads are so obvious it is laughable.

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Intuit Cuts 3,000 Jobs and Reduces Mailchimp Investment

Intuit announced this week it will cut approximately 3,000 jobs, representing 17 percent of its global workforce. The move affects the 11 million businesses that use Mailchimp. Mailchimp is not shutting down, but Intuit is reducing investments in the platform according to [MarTech](https://martech.org/what-intuits-layoffs-mean-for-mailchimp-customers/).

Intuit purchased Mailchimp for $12 billion as part of its small-business strategy.

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