CRM, ABM, marketing automation, and revenue operations
Criteo joined OpenAI's advertising pilot on March 2, bringing 17,000 advertisers to ChatGPT inventory at $60 CPM—raising the floor for enterprise AI ad testing.
Revenue intelligence platforms and agentic AI are replacing recommendation engines as enterprises chase 30% reductions in admin time and higher LTV ratios.
90% of procurement leaders are deploying AI agents. Buyer AI completes 80-90% of vendor research before a human sees a proposal. Your funnel isn't leaking. It's being bypassed.
Anthropic's Model Context Protocol is becoming the USB-C of AI integrations. 5,500+ MCP servers exist. Gartner says 75% of API gateway vendors will ship MCP features by late 2026.
Perplexity walked away from advertising entirely. OpenAI launched ads at $60 CPM with a $200K minimum. Anthropic's Claude is ad-free. The AI industry just split into two business models.
Only 360 of every 1,000 Google searches produce a click. CTRs dropped 61% when AI Overviews appear. The replacement for SEO is Generative Engine Optimization, and most teams haven't started.
Two competing protocols from OpenAI and Google are live. Gartner says $15 trillion in B2B purchases will route through AI agents by 2028. If your catalog isn't machine-readable, you're invisible.
Snowflake's Q4 earnings revealed $1.23B in product revenue (+30% YoY), remaining performance obligations of $9.77B (+42%), and its largest deal ever exceeding $400M. The headline: $200M partnerships with both OpenAI and Anthropic, positioning Snowflake as the data layer AI models need to access enterprise context. 2,500 accounts adopted Snowflake Intelligence in three months.
The AI SDR market is projected to hit $15.01 billion by 2030 at a 29.5% CAGR. A new benchmark shows 22% of sales teams have fully replaced human SDRs with AI agents achieving 15-25% reply rates versus 3-5% for cold outreach. The 11x cost advantage at $5K-$10K per month is accelerating adoption, but hybrid models still outperform full automation.
With ChatGPT Instant Checkout live and Google's UCP rolling out, a growing share of purchases happen inside AI conversations where your analytics sees nothing. The entire decision funnel is invisible to every tool built for the click-based web.
Autonomous AI sales agents from 11x.ai, Artisan, Clay, and Salesforce can prospect, personalize, and book meetings at $500-$3,000/month versus $80K/year for a human SDR. Then Klarna fired 700 agents, watched satisfaction tank, and started rehiring.
Breeze Studio agents now run on GPT-5, trigger from any CRM workflow, deploy across nine channels, and produce audit cards explaining their reasoning. HubSpot just turned its AI features into composable automation infrastructure.