The agentic platform automates research, content creation, review, publishing and optimization, with early company-reported results showing gains in Google search visibility

Vannor has launched an agentic marketing system designed to manage digital marketing workflows autonomously, from identifying content opportunities to publishing and optimizing campaigns. The platform runs on NVIDIA AI infrastructure owned and operated by Vannor, with the company positioning private infrastructure as a way to keep customer data within its own environment.

Unlike AI tools that rely on users to prompt and advance individual tasks, Vannor’s agents analyze search results and Google Search Console data, prioritize content opportunities, create marketing materials and adjust their approach based on performance.

Early Results Show Increased Search Visibility

Vannor reports that its own deployment of the system increased weekly Google search impressions from 318 to 1,762 within one week.

The company also reported a 30-fold increase in the number of Google searches for which it ranked on the first page over a one-month period, alongside a 51-fold increase in top-three rankings. These figures are based on Google Search Console comparisons between August 24–30 and September 23–29, 2026.

The results are based on Vannor’s internal deployment and have not been independently verified.

Automating the Content Workflow

The platform's agents examine current search results and existing performance data to determine which topics and pages deserve attention. They then develop content aligned with a brand's voice and prepare it for publication.

Before content goes live, an AI editor and a separate AI review panel evaluate it. Vannor also uses safeguards intended to prevent fabricated facts, prices and quotations.

Approved content can be published directly to platforms including WordPress, Shopify and Wix. After publication, the agents monitor performance and can update, rewrite or expand content based on observed results.

“Most AI marketing tools still wait for someone to tell them exactly what to do,” said Kruz McCollum, CEO of Vannor. He said the platform is designed to research opportunities, determine next steps and execute tasks while allowing businesses to retain control over operating rules.

Four Marketing Functions, One Brand Framework

Vannor's system brings together four marketing areas under a shared brand model:

• Search content: Research, article creation and ongoing content optimization.

• Paid advertising: Campaign messaging aligned with the brand's positioning.

• Landing and location pages: Content for services, campaigns and individual markets.

• Social content: Channel-specific material developed using the same brand information.

The shared framework is intended to maintain consistency across channels rather than relying on disconnected tools and workflows.

Businesses can also determine the level of autonomy granted to the agents, from requiring human approval for selected tasks to allowing approved workflows to run independently.

Private AI Infrastructure and Data Control

Vannor says customer information is processed on hardware it owns and is not sent to third-party AI providers. The system runs on NVIDIA DGX Spark hardware using GB10 Grace Blackwell architecture, with 128 GB of unified memory per node and ConnectX-7 networking.

The company presents this infrastructure model as a way to give businesses greater control over sensitive brand and marketing performance data while reducing reliance on external AI services.

Partner Program Targets Brands and Agencies

Following its initial results, Vannor is shifting toward a partner model aimed at multi-location businesses, marketing agencies managing client accounts and growing companies with cross-channel content requirements.

The program is intended to help partners deploy autonomous marketing workflows across multiple brands or locations while retaining control over brand guidelines and approval processes.

“Our agents execute the work, our private AI runs on hardware we own, and our partners keep control over how their brands operate,” McCollum said.

The launch reflects a broader move toward agentic marketing systems that combine decision-making, execution and performance monitoring in a single workflow. Vannor's approach centers on reducing manual coordination while keeping brand governance and operational controls in the hands of businesses and their partners.