The feed
Martech news and analysis. Every story says what changed, why it matters and what marketers should do next.
AIforce, a CRM-tuned model called Koa and an "Enterprise AI Harness": the announcements that matter for marketing teams.
Why it matters
If agents reach Salesforce data directly through APIs rather than screens, the quality of marketing data, the permission model and the audit trail become the main controls on what agents can do.
Two 2026 launches argue that customer data should stay in the company's own lakehouse, with the CDP working on top of it.
Why it matters
It changes where a CDP lives: from a separate system with its own data copy to a layer on the warehouse or lakehouse the company already governs.
A venture round at a $1 billion valuation and a suite acquisition, a few months apart in 2026, show AI-answer visibility becoming a product category.
Why it matters
It shows the category is being built into marketing suites and funded as a stand-alone market at the same time, which affects which tools marketers can buy and how long independents will stay independent.
Salesforce has signed a definitive agreement to acquire Contentful, with closing expected in its third fiscal quarter of 2027.
Why it matters
Agents need structured, reusable content to act on. Owning the content layer lets Salesforce connect it directly to customer data and agents, and puts it in competition with Adobe and Sitecore for enterprise content infrastructure.
Salesforce says new marketing agents can build pipeline, create content and run campaigns, including from inside Slack.
Why it matters
It moves Salesforce's agent strategy from service and sales into the marketing team's daily work, built on the same customer data and agent platform marketers already license.
OpenAI's ad pilot began in February 2026. A beta self-serve Ads Manager is open to US businesses, with CPM and CPC buying.
Why it matters
It opens a new paid channel in front of a large AI audience and gives marketers conversion measurement tools comparable to other ad platforms.
Adobe closed the Semrush deal on April 28, 2026 and plans to connect it to AEM, LLM Optimizer, Commerce and Experience Platform.
Why it matters
It gives Adobe a large SEO and AI-search dataset and user base, and ties brand visibility in AI answers to content and commerce tools.
HubSpot AEO tracks brand visibility in AI assistants, and its agents are priced per outcome: $1 per recommended lead, $0.50 per resolution.
Why it matters
Outcome-based agent pricing and built-in AI-visibility tracking move both ideas into the mainstream mid-market stack, where they can be bought without a separate vendor.
