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TTD.NASDAQ
The Trade Desk
Communication Services · Advertising

Technology platform for buyers of advertising enabling data-driven digital advertising campaigns across channels.

HQ: United StatesListed: United States

Historical AI Forecasts

Audit every published iPulse AI forecast batch and immutable historical research document for The Trade Desk.

Historical AI Forecasts

The Trade Desk, Inc. (TTD.NASDAQ) AI FORECASTS & ADVISOR ANALYSIS

Read and compare the 11 individual AI Advisor deep-dive reports, including their forecast paths, ratings, price targets, and reasoning.

Updated on 3 May 2026Deep analysis 3 May 2026

PublisherRusslan Ramdowar
25 min readAudit All Past Forecasts
J.P. Morgan AI advisor icon

J.P. Morgan AI

The Titan FrameworkAI Researcher

Model rating

Strong Buy

5-Year Return Est.

+352.2%

TTD.NASDAQ does not currently pay dividends

1. Investment Thesis — Base Case

The market has deeply mispriced The Trade Desk by treating it as a cyclical advertising casualty rather than the structural chokepoint of the Open Internet. While energy-shock and auto/CPG budget cuts have temporarily decimated top-line momentum, TTD's underlying dominance in CTV and remains untouchable. The empire is aggressively widening its moat through UID2 adoption and OpenPath disintermediation, structurally extracting power from legacy agencies and supply-side platforms. As the macroeconomic friction normalizes over the 5-year horizon, the will aggressively close, driving an imperial reversion to fair value.

  • Base Case ~= net(SUM Drivers + SUM Frictions).
  • The transition of linear TV dollars to is a permanent secular tide; TTD is the premier vessel capturing this flow.
  • UID2 standardizes the cookieless open web, effectively making TTD the identity toll-keeper outside of Google and Meta.
  • OpenPath ruthlessly cuts out SSPs and legacy agencies, expanding TTD's take-rate and solidifying cost advantages.
  • While the Warsh-era '' regime prevents a return to euphoric 30x P/S multiples, ruthless earnings growth compensates entirely.
  • Near-term cyclical starvation from the 2026 ends by mid-2027, unlocking pent-up advertising demand.
  • The implied recovery is highly realistic given its monopolistic grip on a $1T .

Historical prices and published forecast

Historical prices and published forecastObserved prices and the selected advisor's published projection share a split-adjusted price basis. Prices after the forecast start are later observations, not information known at publication. Forecasts are uncertain. Values in USD.0.8238.1775.52112.86150.21Apr 2021Oct 2023Apr 2026Oct 2028May 2031Forecast starts
  • Observed price
  • Published advisor forecast
Observed prices and the selected advisor's published projection share a split-adjusted price basis. Prices after the forecast start are later observations, not information known at publication. Forecasts are uncertain. Values in USD.
View chart values
Historical prices and published forecast — published chart values
SeriesDateValue (USD)
Observed price2021-04-2874.6
Observed price2021-05-1049.0
Observed price2021-06-0357.8
Observed price2021-06-1961.8
Observed price2021-06-2370.2
Observed price2021-06-2778.9
Observed price2021-07-2174.2
Observed price2021-08-1087.5
Observed price2021-08-3080.7
Observed price2021-09-1172.3
Observed price2021-09-2376.0
Observed price2021-10-0567.2
Observed price2021-10-1374.9
Observed price2021-10-1779.9
Observed price2021-11-18108
Observed price2021-12-0492.8
Observed price2021-12-0897.9
Observed price2021-12-1687.1
Observed price2022-01-0581.1
Observed price2022-01-2159.5
Observed price2022-02-0270.0
Observed price2022-02-2683.2
Observed price2022-03-0280.7
Observed price2022-03-1454.6
Observed price2022-04-0373.7
Observed price2022-04-2363.2
Observed price2022-05-0159.6
Observed price2022-05-0945.0
Observed price2022-06-0652.7
Observed price2022-06-1846.1
Observed price2022-06-2646.8
Observed price2022-06-3041.9
Observed price2022-07-2845.8
Observed price2022-08-1374.3
Observed price2022-08-1771.4
Observed price2022-09-0660.0
Observed price2022-09-2657.5
Observed price2022-10-0463.7
Observed price2022-10-2056.5
Observed price2022-11-0546.4
Observed price2022-11-0939.9
Observed price2022-12-0352.7
Observed price2022-12-1149.0
Observed price2022-12-2743.8
Observed price2023-01-0443.3
Observed price2023-01-2849.5
Observed price2023-02-1348.6
Observed price2023-02-1760.3
Observed price2023-03-1355.7
Observed price2023-03-2559.9
Observed price2023-03-2959.2
Observed price2023-04-1862.1
Observed price2023-04-2660.0
Observed price2023-05-2068.0
Observed price2023-05-2466.3
Observed price2023-06-1776.4
Observed price2023-07-0775.5
Observed price2023-07-1588.1
Observed price2023-07-3190.2
Observed price2023-08-1274.4
Observed price2023-08-1672.4
Observed price2023-09-0985.4
Observed price2023-09-1385.3
Observed price2023-09-2575.1
Observed price2023-10-1184.8
Observed price2023-10-2766.9
Observed price2023-11-0878.8
Observed price2023-11-1265.8
Observed price2023-12-0668.6
Observed price2023-12-1877.0
Observed price2024-01-1565.5
Observed price2024-01-2770.3
Observed price2024-01-3168.4
Observed price2024-02-1688.9
Observed price2024-03-1577.7
Observed price2024-03-2385.6
Observed price2024-03-2787.2
Observed price2024-04-2079.3
Observed price2024-04-2883.8
Observed price2024-05-1895.3
Observed price2024-06-0394.1
Observed price2024-06-1596.6
Observed price2024-06-2397.7
Observed price2024-07-1399.8
Observed price2024-07-2199.3
Observed price2024-08-0684.1
Observed price2024-08-1499.4
Observed price2024-08-22105
Observed price2024-09-11102
Observed price2024-10-05112
Observed price2024-10-09116
Observed price2024-10-29122
Observed price2024-11-18117
Observed price2024-11-30131
Observed price2024-12-04138
Observed price2024-12-28122
Observed price2025-01-13118
Observed price2025-01-17124
Observed price2025-01-29120
Observed price2025-02-2275.0
Observed price2025-02-2672.4
Observed price2025-03-1853.6
Observed price2025-03-2658.8
Observed price2025-04-0746.3
Observed price2025-04-2351.0
Observed price2025-05-1379.3
Observed price2025-05-2175.7
Observed price2025-06-1470.4
Observed price2025-06-1868.7
Observed price2025-07-1276.1
Observed price2025-07-2888.5
Observed price2025-08-0970.8
Observed price2025-08-2954.7
Observed price2025-09-0652.2
Observed price2025-09-1844.9
Observed price2025-10-0452.0
Observed price2025-10-2454.0
Observed price2025-11-0149.5
Observed price2025-11-0546.6
Observed price2025-11-2138.5
Observed price2025-12-0739.7
Observed price2025-12-1536.2
Observed price2026-01-0438.7
Observed price2026-01-2035.4
Observed price2026-01-2831.7
Observed price2026-02-2124.7
Observed price2026-03-0529.8
Observed price2026-03-2123.7
Observed price2026-04-1020.8
Observed price2026-04-1822.7
Observed price2026-05-0424.5
Observed price2026-05-1221.0
Observed price2026-06-0123.2
Observed price2026-06-1319.09
Observed price2026-06-2518.04
Observed price2026-07-1119.62
Observed price2026-07-1519.37
Observed price2026-08-0813.66
Observed price2026-08-2413.27
Observed price2026-09-0514.33
Observed price2026-09-0913.88
Observed price2026-09-1515.00
Observed price2026-09-1813.92
Published advisor forecast2026-05-0124.2
Published advisor forecast2026-08-0128.1
Published advisor forecast2026-11-0133.2
Published advisor forecast2027-02-0137.2
Published advisor forecast2027-05-0140.9
Published advisor forecast2027-08-0144.6
Published advisor forecast2027-11-0149.5
Published advisor forecast2028-02-0153.4
Published advisor forecast2028-05-0157.2
Published advisor forecast2028-08-0160.6
Published advisor forecast2028-11-0165.4
Published advisor forecast2029-02-0170.0
Published advisor forecast2029-05-0174.2
Published advisor forecast2029-08-0177.9
Published advisor forecast2029-11-0182.6
Published advisor forecast2030-02-0186.7
Published advisor forecast2030-05-0191.1
Published advisor forecast2030-08-0194.7
Published advisor forecast2030-11-01100
Published advisor forecast2031-02-01105
Published advisor forecast2031-05-01110

2. Scenarios & Signals

Bull case

The bull case accelerates if regulatory antibodies successfully dismantle Google's advertising monopoly while TTD's proprietary CTV operating system becomes the industry standard. Formula: Bull ~= Base Case + SUM(Opportunity.upside_impact_pct x probability_pct / 100). In this scenario, TTD ascends from the dominant independent DSP to the outright sovereign of global digital advertising.

  • DOJ antitrust action forces a breakup of Google's DV360, flooding TTD with liberated enterprise ad budgets.
  • Ventura OS achieves massive OEM adoption, giving TTD absolute chokepoint control over the physical television glass.
  • The macroeconomic environment shifts to 'Productive Dovishness,' expanding corporate margins and triggering a golden age of digital ad spend.
  • The implied rapidly approaches $100 billion as TTD establishes total hegemony.

Bear case

The bear case materializes if the successfully weaponize privacy to starve the open web, compounded by a relentless . Formula: Bear ~= Base Case + SUM(Risk.downside_impact_pct x probability_pct / 100). This scenario sees TTD's empire fractured by an alliance of tech titans and macroeconomic devastation.

  • Apple and Google deploy OS-level blockers that completely neutralize UID2, blinding TTD's targeting algorithms.
  • Prolonged force a multi-year ad-spend depression in the Auto and CPG sectors.
  • Legacy agencies successfully boycott OpenPath, halting TTD's and forcing expensive compromises.
  • Key-man risk realizes if Jeff Green departs amid the structural downturn, breaking the institutional will of the company.

Current crowd narrative

The noisy market sees an ad-tech casualty crushed beneath the weight of , an oil shock, and decelerating top-line growth. The consensus treats the recent 80% price plunge as undeniable evidence that TTD cannot survive the contraction in Auto and CPG ad spend, nor the escalating agency backlash over OpenPath. The anchoring bias is highly cyclical: the crowd is pricing TTD as a fragile, discretionary advertising proxy rather than a foundational .

Alpha-gap assessment

The crowd fundamentally misinterprets the nature of this asset. TTD is not merely participating in the ad market; it is constructing the very infrastructure of the Open Internet. Through UID2 and OpenPath, it is actively subjugating SSPs and disintermediating legacy agencies. The is that macro-driven ad budget compression is a temporary cyclical friction, while TTD's consolidation of the CTV and chokepoints is a permanent structural victory. At $24, the market is pricing in when the reality is imperial entrenchment.

Convergence catalyst

The inevitable reacceleration of CTV ad spend in H2 2026, combined with the massive liquidity injection from US midterm political advertising. Once earnings prove that UID2 is functioning effectively independently of Google, the market will be violently forced to re-rate this asset as irreplaceable .

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