Observed Signal · Oct 8, 2026 · Technical Release · Source: AdExchanger · Impact: 4/5 · Sentiment: Positive
Agentic Buying in CTV: How It Works
This article explores the practical application of agentic AI in connected TV (CTV) advertising, featuring insights from InterMedia, an independent agency. InterMedia has integrated model context protocol (MCP) and API-based tools from Vibe.co and Olyzon, enabling campaign managers to interact with CTV campaigns via Claude's dashboard. This workflow allows for data analysis and decision-making from a single interface, with human oversight ensuring accuracy. Vibe's MCP integration has been adopted by over 1,000 brands, and Olyzon launched its agentic orchestration platform at Advertising Week New York. While early adopters like InterMedia are already using agentic workflows for most biddable campaigns, challenges remain in standardizing data across DSPs. The article predicts that larger agencies will build similar integrations, leading to an evolution of the media buyer role.
This article showcases the emerging practical use of agentic AI in CTV buying, indicating a shift toward autonomous media buying workflows. The adoption of MCP and API-based tools by agencies and platforms like Vibe and Olyzon signals a significant technological evolution in ad tech, with potential to reshape media buying roles and processes.
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Key Takeaways & Evidence Grounding
- InterMedia uses MCP and API integrations with Vibe.co and Olyzon for CTV ad buying.
- Vibe's Claude integration has been adopted by over 1,000 brands.
- Olyzon launched its agentic orchestration platform at Advertising Week New York.
- InterMedia uses the agentic workflow for the majority of its biddable campaigns.
- MCP-enabled buying accounts for a large portion of ad spend on Vibe's platform.
Connected Companies & Entities
1 Entity mapped“Olyzon is a CTV ad decisioning startup that’s also expanded into other digital channels....”
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CTV as First Test of Agentic Advertising
The column argues Connected TV (CTV) is the natural proving ground for "agentic advertising": AI-driven agents that execute and optimize transactions across the advertising lifecycle. CTV growth and premium, bespoke deals (sponsorships, guaranteed buys, content adjacency) expose operational friction because campaigns span multiple systems and require manual coordination. Agentic trading proposes encoding publisher intent—pricing, prioritization, approval thresholds—into seller agents that interact with buyer agents and act continuously while preserving human oversight. Early adopters could scale custom packages, speed campaign launches, reduce errors, and unlock incremental yield by replacing one-off manual interventions with governed, repeatable execution. The shift will be gradual but will widen performance gaps between publishers that can automate complex CTV workflows and those that cannot.
CTV Is the First Test for Agentic Advertising
Connected TV (CTV) growth has amplified operational complexity for publishers because its premium, negotiated, and guaranteed deals do not map cleanly to RTB programmatic workflows. The article argues these coordination limits — manual handoffs, multi-system workflows, and static yield controls — constrain revenue and make CTV the ideal proving ground for 'agentic advertising': AI-driven buyer and seller agents that encode publisher intent, pricing rules, prioritization and approval thresholds to execute and optimize transactions across systems. Human oversight remains central, but early agentic adoption can enable consistent, governed execution, faster campaign launches, better yield management, and scalable custom packaging. The transition is expected to appear first in workflows, widening performance gaps between publishers that can automate complex execution and those that cannot.
Can AI Solve CTV's Growing Pains in Advertising?
The AdExchanger CTV dispatch surveys ongoing headaches and a rapid AI inflection in the connected TV ad market. Frequency capping remains hard to solve, measurement remains fragmented, and Nielsen’s data tools face industry scrutiny from the Video Advertising Bureau, even as buyers seek new data partnerships to fill gaps. At CES, Omnicom Media expanded its partnership with Amazon Ads to integrate Roku TV viewing data and Acxiom audience data with Amazon shopper insights inside its Omni platform, signaling a push for richer cross‑funnel data. Amazon itself promotes closed‑loop attribution, but buyers still question visibility beyond Amazon’s properties and the effectiveness of frequency capping there. AI, especially agentic AI, is the industry’s hottest theme: NBCUniversal is testing agentic systems with RPA, Newton Research and FreeWheel to automate campaigns across linear and streaming, while Magnite, PubMatic, Yahoo DSP and Viant tout agentic offerings and Kargo unveils an agentic creative solution. The piece also highlights Convergent TV World in New York in March as a key event.
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