Zeta Global Emerges as AI-First Challenger to Legacy Marketing Clouds

Zeta Global Emerges as AI-First Challenger to Legacy Marketing Clouds

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Date: January 2, 2026

Artificial intelligence has moved from pilot projects to large-scale deployment in marketing, and Zeta Global Holdings Corp. (NYSE: ZETA) is positioning itself as a leading beneficiary of that shift. The omni-channel marketing platform has evolved from a high-growth challenger into a major enterprise player, using a proprietary data cloud and its “Athena” AI suite to compete with incumbent marketing clouds.

After weathering a short-seller attack in late 2024, Zeta spent 2025 demonstrating the resilience of its model and the performance of its AI tools. Entering 2026, the company is seen by many investors as a modern, AI-first alternative to legacy marketing stacks.

Origins and Expansion

Founded in 2007 by entrepreneur David A. Steinberg and former Apple and Pepsi-Cola CEO John Sculley, Zeta began life as XL Marketing. Its early strategy focused on acquisitions to consolidate disparate marketing tools into a single platform.

Throughout the 2010s, Zeta bought assets including eBay Enterprise’s CRM division and commenting platform Disqus, prioritizing access to data as much as scale. By the time it listed on the New York Stock Exchange in June 2021, Zeta had assembled one of the largest proprietary databases of consumer identities worldwide. In recent years, the focus has shifted from data collection to AI-driven activation, using machine learning to automate decisions previously handled by large marketing teams.

Business Model and Platform

Zeta operates an AI-powered Marketing Cloud designed as an end-to-end solution for enterprise marketers. Its model rests on three main components:

  • Zeta Marketing Platform (ZMP): An omni-channel orchestration system that enables brands to engage customers across email, social media, connected TV (CTV), mobile, and the open web.
  • Zeta Data Cloud: A proprietary database of more than 2.4 billion global identities, largely deterministic and tied to real individuals, enabling highly personalized targeting.
  • Revenue Model: A hybrid approach combining subscription-based SaaS revenue with usage-based media activation fees, allowing revenue to scale alongside client marketing budgets.

By offering a lower total cost of ownership than many legacy, fragmented stacks, Zeta targets large enterprises seeking to consolidate vendors while improving metrics such as return on ad spend (ROAS).

Stock and Market Performance

Zeta’s stock has experienced pronounced swings since its 2021 IPO. After being caught in the 2022 tech sell-off, the company faced its sharpest test in November 2024, when a short report from Culper Research alleged issues with its data practices, sending shares down more than 37% in a single day.

The subsequent recovery in 2025 was rapid. Share repurchases, insider buying, and a series of earnings beats helped restore confidence, and the stock entered 2026 trading near record highs. Over five years, Zeta has shifted from a volatile mid-cap name to what investors increasingly view as a more disciplined growth company, outperforming many early-generation SaaS peers.

Financial Profile

Zeta’s recent financials reflect growing scale and improving profitability:

  • Revenue: Fiscal 2024 revenue was roughly $985 million, up about 35% year over year. Preliminary 2025 figures point to around $1.29 billion, supported by the integration of Marigold.
  • Profitability: Adjusted EBITDA for 2025 is estimated at $275 million, with margins approaching 20%, indicating rising operating leverage.
  • Balance Sheet: A $200 million share repurchase program in 2025 helped support the share price. With solid cash reserves and manageable debt, Zeta enters 2026 with capacity for further acquisitions.

Management has outlined a 2026 revenue “floor” of $1.73 billion, underscoring expectations that AI-driven demand will continue to lift growth.

Leadership and Governance

Chairman and CEO David A. Steinberg remains central to Zeta’s strategy, with analysts frequently highlighting the advantages of a founder-led structure. Co-founder John Sculley retired from the board in June 2025 and now serves as Vice Chairman Emeritus.

Following the 2024 short report, Zeta strengthened its governance, adding independent directors with expertise in regulation and cybersecurity. The 2025 appointment of former McKinsey partner Ed See as Chief Growth Officer has been seen as a move to elevate Zeta’s sales conversations from IT departments to the executive level.

Products and AI Innovations

The centerpiece of Zeta’s product lineup is Athena, an AI agent introduced in late 2025. Positioned as a “superintelligent” assistant, Athena serves as a conversational control layer for the ZMP. Marketers can issue natural-language instructions—such as reallocating budget from underperforming social ads to higher-intent CTV segments—and Athena executes those changes across channels in real time.

Other notable features include:

  • Zeta Answers: A forecasting system that anticipates consumer behavior patterns before they manifest.
  • Identity Resolution: Tools that link anonymous website visitors to known profiles using the Data Cloud, a key function as third-party cookies are phased out.

Competitive Positioning

Zeta operates in a crowded field dominated by large incumbents but seeks to differentiate itself as a unified, AI-first platform.

  • Legacy Clouds: Salesforce and Adobe remain the primary competitors. Their marketing suites, built through extensive acquisitions, are sometimes criticized as fragmented “Franken-stacks.” Zeta argues its platform is integrated by design.
  • Infrastructure Players: Oracle has pivoted toward cloud infrastructure, leaving more room at the marketing application layer for vendors like Zeta.
  • Niche Providers: Firms such as Braze and Klaviyo focus on messaging and the SMB or mid-market segments but generally lack the large-scale first-party data assets that underpin Zeta’s enterprise offering.

Market Trends

With browser and mobile platform changes limiting third-party tracking, the long-discussed “cookie-less future” has effectively arrived. This has increased the strategic importance of first-party data.

Zeta, which owns and operates its own data cloud and emphasizes deterministic identities, is directly aligned with this shift. At the same time, the rise of “agentic AI”—systems that not only recommend actions but carry them out autonomously—is a central growth driver for the company’s 2026 outlook.

Risks and Constraints

Zeta’s growth prospects are balanced by several key risks:

  • Regulation: As a large holder of consumer data, Zeta faces ongoing scrutiny from privacy advocates and regulators. Stricter enforcement or expansion of laws such as CCPA and GDPR, or new U.S. federal privacy rules, could raise compliance costs.
  • Short-Seller Overhang: Although the company contested the main claims in the 2024 Culper report, the episode underscores the need for sustained transparency in financial and data practices.
  • Integration Risk: The 2025 acquisition of Marigold was substantial, and combining large organizations can bring challenges ranging from cultural fit to potential client churn.

Opportunities and Potential Catalysts

Several factors could further support Zeta’s performance in 2026:

  • Athena Adoption: Strong uptake of Athena could increase usage-based revenue and support higher margin forecasts.
  • Political Advertising: As a U.S. midterm election year, 2026 may bring elevated political ad spending, a segment where Zeta’s platform has historically been used for voter micro-targeting.
  • Index Inclusion: Potential addition to benchmarks such as the S&P 400 or S&P 500 could spur institutional inflows if market capitalization and profitability remain on an upward trajectory.

Sentiment and Coverage

Analyst views turned more positive after the company’s mid-2025 “re-validation” of its business model, with many large banks now rating the stock as “Buy” or “Outperform” and anchoring price targets to an expected growth rate above 25%.

Institutional investors hold a significant share of Zeta’s equity, often treating it as a pure-play on AI-driven marketing with higher growth potential than some maturing incumbents. Retail confidence, shaken in 2024, has largely recovered following Zeta’s emphasis on transparency, including regular town halls and third-party data audits.

Regulation, Policy, and AI Governance

The regulatory environment for AI is tightening globally. The EU AI Act, now in force, demands greater transparency and bias controls in algorithmic systems. Zeta’s investment in “Responsible AI” frameworks over the past two years has been framed as preparation for such standards and a potential edge over less-prepared rivals.

In the U.S., the Federal Trade Commission continues to focus on consent-based data collection. Zeta’s move toward a fully opted-in data model aims to ensure that the data powering its AI remains compliant with evolving rules.

Outlook

As 2026 begins, Zeta Global stands as a prominent example of how AI and proprietary data can reshape marketing technology. The company has emerged from a period of intense scrutiny with a stronger balance sheet, tighter governance, and a clearer focus on its core differentiator: pairing large-scale, deterministic data with agentic AI.

Key questions for the year ahead include the pace of Athena’s rollout and whether Zeta can convincingly demonstrate that AI can automate much of the chief marketing officer’s dashboard. Continued progress could further entrench Zeta as a standard-bearer in AI marketing, though data privacy concerns and pressure from established competitors such as Adobe and Salesforce remain ongoing challenges.

This article is for informational purposes only and does not constitute financial advice.