KOSDAQIT & Software0039P0

Madup

₩7,950▼ 0.38%2026-10-02 close

Market Cap

₩149.7B

Turnover

₩3.5B

Volume

440,000 shares

Shares out.

18.8M

PER

—

PBR

—

EPS

—

Dividend Yield

—

PER, PBR and dividend yield are calculated from the latest confirmed results (EPS, BPS, dividend per share) and the current share price · Prices as of the 2026-10-02 close

Report overview

From Ad Agency to AI Agent: The First Reckoning

Newly listed on KOSDAQ in July 2026, Madup is navigating a structural transition from traditional ad-agency operations to an AI-agent-driven business, underpinned by over 1 trillion KRW in accumulated ad-execution data — with the company's first substantial swing to profitability in 2025 marking an early milestone.

1
Record FY2025 consolidated revenue of KRW 50.2bn and operating profit of KRW 8.5bn — first meaningful profitability turn since founding (per DART filing)
2
Proprietary AI agent LEVER Xpert trained on 1+ trillion KRW of cumulative ad data, automating more than 90% of marketing data-processing tasks
3
Solution Division Q1 2026 revenue surged +120.3% YoY, though it accounts for only 6.3% of total consolidated revenue — structural transition still in early stages
4
Global ad-handling volume grew at an 85% CAGR from 2023 to 2025 (KRW 9.4bn → KRW 32.1bn); North America subsidiary established in Nov 2025 targeting U.S. SaaS expansion
5
Institutional book-building demand of 1,396:1 (2,392 institutions); listed via loss-exemption (Tesla Track) route, obligating the underwriter to provide put-back rights to IPO investors

Business structure

Madup, founded in 2015, operates across two primary business segments. The Marketing Services Division provides AI-powered performance-marketing agency services to major brands, generating KRW 10.0bn in Q1 2026 external revenue — 72.8% of the company's total KRW 13.76bn quarterly revenue.

Key accounts include Samsung Electronics, Hyundai Motor, Olive Young, and Musinsa, spanning beauty, fashion, finance, and O2O verticals.

The Solution Division is built around the proprietary AI agent LEVER Xpert, which automates more than 90% of routine marketing tasks including data collection, report generation, and creative analysis.

LEVER Xpert is a vertical AI system trained on 85 billion+ advertising data points accumulated over a decade of live campaign operations — a proprietary dataset that creates a significant informational moat against generic large language models.

In Q1 2026, the Solution Division contributed KRW 870mn (6.3% of total), but grew 120.3% year-on-year, indicating an accelerating trajectory.

On the partnership front, Madup holds official partner status with Meta (Premium Partner), Naver (2026 Premier Partner), Kakao (KPP, three consecutive years), Moloco, and Criteo (Performer of the Year). Annual ad-handling volume exceeds KRW 350bn according to company disclosures, with global volumes scaling rapidly.

Competitively, the company contends with domestic performance-marketing specialists such as Eco Marketing and Wisebuzz, while its longer-term AI-agent ambitions put it on a collision course with global MarTech platforms.

Recent trends

According to reporting by The Bell citing DART filings, Madup posted record consolidated revenue of KRW 50.2bn and operating profit of KRW 8.5bn in FY2025 — a dramatic improvement from the KRW 31.1bn standalone revenue and operating loss of KRW 350mn reported in FY2024.

On a consolidated basis, year-over-year revenue growth from FY2024 (KRW 35.0bn) to FY2025 was approximately 43%, and the four-year consolidated revenue CAGR stands at 33%, reflecting sustained top-line momentum from both Marketing Services expansion and early LEVER Xpert contribution.

In Q1 2026, consolidated external customer revenue totaled KRW 13.76bn, with the Solution Division recording 120.3% year-on-year growth — a notably faster pace than the overall business.

The IPO attracted an institutional demand-to-supply ratio of 1,396:1 from 2,392 participating institutions, and the final offering price was set at the top of the KRW 7,000–8,000 guidance range.

On the debut trading day of July 1, 2026, shares surged to an intraday high of KRW 18,040 (+125.5% above the IPO price) before pulling back sharply.

On the second trading day (July 2), the stock is quoted at KRW 10,080 (+26.0% vs. previous day close), with daily turnover reaching KRW 1.1 trillion — indicative of extreme short-term supply-demand volatility typical of high-profile new listings.

Net IPO proceeds of approximately KRW 13.7bn are allocated to AI infrastructure investment (KRW 2.2bn), personnel and operating costs (KRW 5.7bn), working capital (KRW 4.9bn), and the U.S. subsidiary (KRW 0.9bn).

Outlook

Madup's medium-term growth strategy rests on three pillars: (1) scaling the Solution Division through LEVER Xpert feature expansion and deeper AI capability; (2) extending 'AI Managed Service' to long-tail (small and mid-size) advertisers previously unprofitable under a headcount-heavy agency model; and (3) building a U.S.

SaaS beachhead via its North American subsidiary established in November 2025.

As reported by Newsway and Venturesquare, the company is currently executing K-brand overseas marketing campaigns for clients including Samsung Electronics, Olive Young, and Musinsa, while training LEVER Xpert on U.S. media data in preparation for a locally adapted, direct-sale model.

The global AI agent market is forecast to expand from approximately USD 5.4bn in 2024 to USD 50.3bn by 2030 at a ~45% CAGR (per estimates cited by Digital Daily), a secular tailwind broadly aligned with Madup's vertical AI positioning.

The critical near-term variable is the pace at which the Solution Division — currently 6.3% of revenue — can meaningfully increase its share, as this segment carries the higher-margin profile essential for long-run profitability improvement.

With IPO proceeds channeled into AI infrastructure and overseas sales infrastructure, the 2026–2028 window represents the key period for validating the business transformation thesis.

Bull factors

Simultaneous Profitability Turn and Revenue Momentum

Per The Bell's DART-based reporting, FY2025 consolidated revenue of KRW 50.2bn and operating profit of KRW 8.5bn confirm both a swing to profitability and a sustained four-year revenue CAGR of 33%.

Q1 2026 consolidated external revenue of KRW 13.76bn suggests the top-line trajectory is continuing into the current fiscal year, while the Solution Division's 120.3% year-on-year surge signals an accelerating contribution from the higher-value segment.

The concurrent occurrence of a profitability inflection and solution-segment acceleration provides a factual foundation for the technology-transition thesis beyond mere strategic intent. As the solution mix grows, margin improvement potential vis-à-vis handled ad volume remains meaningful.

Proprietary Data Moat in Vertical AI

LEVER Xpert is a vertical AI system trained on 85 billion+ ad-operation data points and the decision-making logic of 300+ specialist marketers — built over more than a decade of live campaign execution (per Digital Daily).

Because the underlying dataset is proprietary real-execution data inaccessible to generic LLMs, the company argues its agent is structurally differentiated from Big Tech's general-purpose AI ad tools.

With an estimated KRW 500bn in new ad spend expected to be processed in 2026, adding continuously to the training set, the model benefits from a data-compounding flywheel (per Daehan Economy).

Official partnerships with Meta (Premium Partner), Naver (Premier Partner), and Kakao (KPP, three consecutive years) provide structural reinforcement to both data access and market credibility.

Rapid Global Ad-Volume Growth and U.S. Beachhead

According to company disclosures cited by Venturesquare, Madup's global ad-handling volume grew approximately 3.4x in two years, from KRW 9.4bn in 2023 to KRW 32.1bn in 2025, representing an 85% CAGR.

Since establishing its North America subsidiary in November 2025, the company has been executing U.S. digital campaigns for brands including Samsung Electronics, Olive Young, and Musinsa while accumulating local market data.

The U.S. digital marketing market alone was estimated at approximately USD 258.6bn in 2024 — roughly 43 times the size of Korea's market (per IAB/PwC data cited by Digital Daily) — implying a substantial total addressable market if a locally adapted SaaS model is successfully deployed.

Madup publicly articulated at its IPO press conference its medium-term objective of moving beyond K-brand support to directly selling a localized LEVER Xpert to U.S.-based advertisers.

Bear factors

AI Solution Revenue Still Just 6%: Structural Ad-Agency Dependency Persists

According to Numbers (Daum News), in Q1 2026, the Solution Division accounted for only 6.3% of consolidated external revenue, while the Marketing Services Division held 72.8%.

Despite the AI-agent positioning, the company's revenue base remains heavily reliant on conventional advertising-agency services, keeping top-line volatility closely correlated with ad-spending cycles.

The absolute scale of solution revenue (KRW 870mn in Q1) is still small, meaning meaningful profitability contribution from the high-margin segment will take time to materialize.

Should the transition to a solutions-led revenue mix proceed more slowly than planned, the scope for a structural business-model re-rating may be limited.

Extreme Post-IPO Volatility and Overhang Risk

On the debut trading day (July 1, 2026), the stock surged intraday to KRW 18,040 (+125.5% vs. IPO price) before retreating sharply, and the second trading day (July 2) recorded KRW 1.1 trillion in turnover — reflecting acute short-term supply-demand imbalance.

Because the company listed via the Tesla Track (loss-exemption route), institutional investors that participated in book-building are subject to lock-up release schedules, creating a staged overhang as those commitments expire.

Lock-up releases covering both IPO participants and pre-IPO shareholders will progressively increase tradable float over the coming months. Short-term speculative concentration may temporarily widen the gap between market price and fundamental value.

Pre-2025 Deficit Track Record and Profitability Sustainability Uncertainty

Madup recorded a KRW 350mn standalone operating loss in FY2024 and had a track record of deficits in prior years.

The KRW 8.5bn operating profit in FY2025 represents only the first year of meaningful profitability, and there is insufficient evidence yet to assess whether this represents a durable structural shift or a cyclical improvement.

Within the Marketing Services Division, effective margin can be constrained by agency fee rates (take rates) even as handled volume grows, and rising personnel and AI infrastructure costs present potential headwinds to margin expansion.

The allocation of a significant portion of IPO proceeds to operating expenses and headcount limits the pace at which the company can improve its net profitability from the current base.

Risk factors

Ad-Cycle Sensitivity

The digital advertising market is acutely sensitive to corporate marketing budget decisions. A macroeconomic downturn or tightening monetary environment that prompts advertisers to reduce spending would directly affect Madup's agency-fee revenue, which constitutes 72.8% of its current top line.

With limited revenue diversification beyond ad-related services, the company's buffer against a cyclical downturn in ad spending is relatively constrained.

Externally, U.S. tariff policy shifts and deteriorating global consumer sentiment could indirectly pressure domestic and international advertisers' campaign budgets.

Platform Policy and Data-Privacy Regulatory Risk

Madup's operations are heavily dependent on API access and data policies of major ad platforms including Meta, Google, Naver, and Kakao. Any change in advertising API terms, targeting algorithm parameters, or data-sharing permissions could affect LEVER Xpert's capabilities and the scope of deliverable services.

The global trend toward stricter data-privacy regulation — including EU GDPR and tightened Korean Personal Information Protection Act enforcement — poses a long-run constraint on the efficiency of precision-targeted digital advertising.

The company's planned U.S. market entry will also subject it to additional compliance obligations under American data security and privacy frameworks.

Intensifying AI Competition and Technology Obsolescence Risk

Global technology giants including Google, Meta, and Amazon are continuously enhancing their own AI-driven advertising automation tools, creating potential direct and indirect competitive overlap with Madup's solution offering.

While Madup's proprietary execution dataset provides a current differentiator, failure to sustain the pace of LEVER Xpert development relative to rapidly advancing AI capabilities could erode that technological advantage over time.

Domestically, competitors such as Eco Marketing and Wisebuzz are also strengthening AI-based performance marketing capabilities. Over the medium-to-long term, commoditization pressure on solution pricing and competitive intensity from both global and domestic players cannot be ruled out.

Overall view

Madup is a newly listed KOSDAQ company sitting at a genuine inflection point: from a conventional digital ad-agency business to an AI-agent-driven MarTech platform, backed by a decade of proprietary campaign data.

The FY2025 record of KRW 50.2bn in revenue and KRW 8.5bn in operating profit, combined with 85% CAGR in global ad-handling volume, provides concrete data points in favor of the transformation narrative.

At the same time, the Solution Division's 6.3% revenue share as of Q1 2026 is a frank reminder that the structural transition to a software-led revenue model remains in its early stages.

Post-IPO price extremes (intraday +125.5% on Day 1 followed by a sharp reversal), the staged lock-up release schedule, and the company's deficit track record through FY2024 are factors warranting close monitoring.

Structural risks — including ad-spend cyclicality, platform-policy dependency, and sharpening AI competition — persist. This report presents factual information in a balanced framework and does not constitute an investment opinion, recommendation, or price target.

Sources

Korea Exchange (KRX) — Prices · Market Cap · Volume
FSS electronic disclosure system (DART) — Financial statements · Dividend filings

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Report written 2026-07-02 · Data as of 2026-07-01

This content is AI analysis of market data and web search results, provided for information only. It is not a solicitation or recommendation to invest. Investment decisions and their consequences are the investor's own responsibility. Data may be delayed or contain errors.