Gray Media, the largest owner of top-rated local television stations in the United States, today announced a strategic partnership with Madhive, giving its 117 markets access to an AI-powered demand-side platform built specifically for local broadcast - just as the 2026 midterm ad cycle begins in earnest.

A scale that makes the deal unusual

The announcement, dated June 11, 2026, is not a pilot. According to Gray Media, the company now serves 117 full-power television markets that collectively reach approximately 37% of US television households. Within that footprint, 78 markets hold the top-rated television station, and 101 markets carry either the first or second-highest rated station in average all-day ratings across the 116 measured by Nielsen in 2025. That reach dwarfs most local media footprints and puts the Gray-Madhive deal in a different commercial category from the typical station-group partnerships the industry announces most months.

Gray also owns the largest Telemundo Affiliate group in the country, spanning 46 markets, alongside Gray Digital Media, a full-service digital agency. Additional assets include video production companies Raycom Sports, Tupelo Media Group, and PowerNation Studios, and two studio production facilities: Assembly Atlanta and Third Rail Studios. The company's roots stretch back to January 1891, when the Albany Herald was founded in Albany, Georgia. What began as a regional newspaper operation eventually transformed into a nationwide broadcast company through a series of acquisitions - most significantly, the purchase of Raycom in January 2019 and subsequent acquisitions of Quincy Media and Meredith Corporation's Local Media Group.

What Madhive brings

Madhive occupies a specific position in the programmatic market. Unlike the major demand-side platforms - The Trade Desk, Google DV360, Amazon DSP - which were architecturally designed for national and global brand advertising and later adapted to include local market targeting, Madhive was built from its founding around the operational complexity that defines local broadcast buying. That distinction matters practically: geo-specific inventory, diverse station ownership structures, fragmented measurement across dozens of designated market areas, and budget variability driven by seasonal and political spending cycles all require different infrastructure than a national campaign targeting a single demographic.

According to Madhive, the platform currently powers more than 50,000 campaigns every day. That figure serves as the company's headline evidence of operational scale, and it is the data environment - a decade of proprietary local intelligence accumulated across those campaigns - that Madhive uses to train the intelligence embedded in Maverick AI, its enterprise-grade platform layer.

The partnership gives Gray access to Madhive's full platform, including Maverick AI and a new generation of what Madhive calls Maverick AI Agents. These are embedded directly into campaign workflows, with the stated goal of enabling advertisers to move from strategy through execution and performance optimisation without leaving a unified interface. According to the press release, the system draws on billions of data points spanning a decade of local performance data to generate actionable insights for media sellers, advertising operations teams, and executives.

Madhive's history with the Maverick AI platform deepened on May 27, 2026, when the company expanded the system to include agentic capabilities and added a Model Context Protocol server allowing large language models to interact directly with its data and decision layer across those 50,000 daily campaigns. That expansion arrived two weeks before this Gray partnership was announced.

The political advertising dimension

The timing is not incidental. The 2026 midterm cycle is shaping up to be one of the most data-intensive in US political advertising history. Contested House, Senate, and Gubernatorial races are drawing investment from a growing roster of programmatic platforms building or consolidating political capabilities. Political CTV spending has doubled to $2.7 billion, with local television remaining one of the most consequential environments for reaching voters in specific markets.

Gray's stations, concentrated in local markets across the country and including a Telemundo affiliate group that reaches significant Hispanic television households, make the broadcaster an unusually well-positioned vehicle for political media buyers seeking precise geographic reach. Madhive addresses the targeting layer of that positioning through data partnerships with four named voter intelligence providers: L2, Tunnl, Data Trust, and TargetSmart. Each of these firms operates in the political data ecosystem, providing voter file data, modeled consumer attributes, and audience segmentation that can be activated at the campaign level.

The Digital Remedy political desk launch in May 2026 and the earlier Comscore-Yahoo DSP announcement of Proximic Political Audiences in March 2026 are among the signals that vendors are mobilising quickly for the midterm window. The Gray-Madhive deal adds broadcaster-level inventory to the mix, tying Madhive's political data capabilities to one of the largest concentrations of premium local television supply in the country.

How the technology stack is structured

Breaking down the specific capabilities included in the Gray agreement gives a clearer picture of what "end-to-end platform" means in practice. Several distinct components are involved.

Maverick AI functions as what Madhive describes as an enterprise intelligence layer. Its core function is accelerating campaign planning, activation, optimisation, and measurement through AI-powered analysis and automation. According to Madhive, campaigns optimised by Maverick AI in 2025 saw a five-fold increase in return on ad spend and two to four times stronger return on investment compared to baseline. Those figures come from Madhive and have not been independently verified.

Maverick AI Agents are the newer addition announced in late May. These embed local-first intelligence directly into campaign workflows, operating across the planning-to-execution-to-measurement cycle. The practical claim is a reduction in the manual steps between receiving an advertiser brief and having a campaign live in-market.

Premium streaming and video inventory is included through publisher partnerships that Gray can now access via Madhive's platform. Named publishers include Disney, Paramount, Roku, Tubi, and Warner Bros. Discovery. The inventory scope extends to in-game live sports, a category that has attracted growing advertiser interest as streaming rights to live sporting events have expanded.

Audience intelligence arrives through what Madhive describes as a robust data marketplace and device graph. The function is precision targeting: reaching specific consumer segments rather than broad demographic cohorts, with the device graph enabling cross-environment audience recognition.

Madhive's Fraud Free Guarantee rounds out the platform offer. It represents a commitment to transparent, verified, and protected campaign delivery - a meaningful assurance in a local television and CTV environment where inventory fraud has been a persistent concern.

What the deal says about local media economics

Local television broadcasters have faced structural pressure from several directions simultaneously. Linear television budgets are under sustained pressure as national streaming platforms, social media, and digital publishers compete for advertising dollars that previously flowed almost exclusively to local broadcast. Measurement has been an ongoing challenge: demonstrating audience delivery across broadcast, streaming, and digital platforms to advertisers who evaluate local TV against alternatives requires comprehensive cross-platform data.

Nielsen's January 2026 measurement deal with Gray Media addressed part of that challenge - providing local television measurement across Gray's full market footprint, including an Ad Intel competitive advertising spending intelligence layer in select markets. The Madhive partnership addresses a different part: the execution and optimisation infrastructure that allows local broadcasters to compete on operational sophistication rather than reach alone.

The argument embedded in the deal is that enterprise-grade technology infrastructure has historically been available only to national players. National advertisers running campaigns across dozens of markets through a large DSP benefit from centralised planning tools, unified reporting, automated optimisation, and data marketplace access that local broadcasters - selling market by market, often through manual processes - have not had. The Madhive platform is positioned as closing that gap, enabling Gray's 117 markets to offer advertisers the kind of end-to-end workflow that previously required a national programmatic stack.

According to Jim Wilson, CEO at Madhive: "Gray Media's trusted local brands and deep regional relationships are prime examples of the critical role local media plays in our communities. With the right technology, that trusted connection to communities is what ultimately drives outcomes for advertisers." He added: "Local outcomes start with local delivery. Madhive is - and always has been - committed to best in class local campaign delivery, and democratizing access to the same enterprise-grade technology, intelligence, and automation that has historically been reserved for national brands, while maintaining the local expertise and market knowledge to move the needle on real business outcomes."

Mike Braun, Chief Digital Officer of Gray Media, described the strategic rationale: "At Gray, we've built our business on a commitment to innovation and collaboration. Partnering with Madhive aligns with our vision for the future of local media, providing the technology and insights needed to drive smarter planning, greater efficiency, and stronger outcomes. We look forward to working together to diversify and accelerate innovation across our portfolio."

Madhive's positioning ahead of this deal

Madhive appointed Luke Valvano as its CFO on May 12, 2026, bringing more than two decades of digital and out-of-home media finance experience to the role. Valvano came from Intersection, where he served as both CFO and Treasurer of CityBridge, managing financial operations for a company that runs over 6,500 digital out-of-home screens in urban environments including New York, Chicago, and Philadelphia. The hire signalled Madhive's preparation for the kind of capital activity - fundraising, potential acquisitions, or growth financing - that scaling an AI-enabled DSP requires.

The May 27 Maverick AI expansion added the MCP server and agentic capabilities. As PPC Land noted, the local TV market has historically operated with higher manual overhead than national programmatic, and Madhive's stated thesis is that a decade of data trained specifically on local-scale campaigns produces agents that handle local complexity differently from those built on national-scale data.

A January 2026 survey by Proximic by Comscore found that 82% of advertising decision-makers consider AI-powered optimisation essential when evaluating partners. That baseline expectation is now the environment in which every DSP is competing, including those that serve local markets.

Why this matters for media buyers

The Gray-Madhive deal matters for buyers and planners who operate in local television environments for several reasons. First, it consolidates supply access: a single Madhive relationship now gives access to Gray's premium local inventory across 117 markets, removing some of the fragmentation that has made local television planning expensive in operational terms. Second, the political audience data layer - through L2, Tunnl, Data Trust, and TargetSmart - makes the combined offering more complete for campaigns targeting specific voter segments in specific designated market areas. Third, the streaming and CTV inventory through Disney, Paramount, Roku, Tubi, and Warner Bros. Discovery gives buyers an extension pathway from linear television into connected environments without switching platforms.

The fraud guarantee is worth noting separately. Buyers increasingly need documented protection against invalid traffic and non-transparent delivery, particularly as programmatic inventory in connected television environments has expanded rapidly. Madhive's commitment on that front is a competitive differentiator in conversations with buyers who prioritise verification.

The 2026 midterm spending window will test whether this infrastructure, now deployed at Gray's scale, delivers on the efficiency and performance claims associated with AI-powered local programmatic. Results from that window - if Madhive shares them - will give the industry a concrete benchmark for what enterprise-grade local DSP technology produces at broadcaster scale.

Timeline

Summary

Who: Gray Media, the largest US owner of top-rated local television stations serving 117 markets and reaching 37% of US television households, and Madhive, a demand-side platform and AI solutions company built specifically for local media, headquartered in New York.

What: A strategic partnership giving Gray Media access to Madhive's full omnichannel advertising platform, including Maverick AI, a new generation of Maverick AI Agents, premium streaming inventory from publishers including Disney, Paramount, Roku, Tubi, and Warner Bros. Discovery, political audience data through L2, Tunnl, Data Trust, and TargetSmart, and Madhive's Fraud Free Guarantee.

When: The partnership was announced on June 11, 2026. The deal was prepared and timed ahead of the 2026 midterm election advertising cycle.

Where: Gray Media is headquartered in Atlanta, Georgia, with television stations and digital assets spanning 117 designated market areas across the United States. Madhive is headquartered in New York.

Why: Local television broadcasters have lacked access to the enterprise-grade programmatic technology available to national advertisers. The partnership brings Madhive's unified DSP infrastructure - built on a decade of local-market campaign data and 50,000 daily campaigns - to Gray's market footprint, enabling AI-powered planning, activation, optimisation, and measurement at scale. The timing aligns with the 2026 midterm cycle, during which local television inventory carries significant value for political advertisers targeting specific markets.