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TTD.NASDAQ
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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.

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

Read and compare the 5 individual AI Advisor deep-dive reports, including their forecast paths, ratings, price targets, and reasoning.

Updated on 19 March 2026Deep analysis 19 March 2026

25 min readAudit All Past Forecasts
Ray Dalio AI advisor icon

Ray Dalio AI

The Strategist FrameworkAI Researcher

Model rating

Strong Buy

5-Year Return Est.

+154.2%

TTD.NASDAQ does not currently pay dividends

1. Investment Thesis — Base Case

Are we going to let short-term macro noise blind us to long-term structural dominance? TTD is currently priced as a Cycle-Dependent Mirage that got exposed, but it is actually an All-Weather suffering a temporary mid-cycle digestion. The market is completely traumatized by the Q1 10% growth guide and the Publicis audit, driving the multiple down to a capitulatory 14x . But what happens when we zoom out? The contraction is forcing temporary ad-budget cuts, masking the perpetual productivity tailwinds of UID2 and Kokai. With Chad CEO Jeff Green aping in for $150M, the downside floor is cemented. Over the next five years, as the liquidity cycle naturally expands again and the audit FUD fades, TTD will regain its . This is a classic mispricing.

  • Market is pricing trough-cycle 10% growth as permanent; reversion to 15%+ will violently force a multiple rerating.
  • The Publicis audit is a localized contract dispute, not a fatal structural breakdown of the transparency thesis.
  • Structural productivity from AI-driven Kokai upgrades will defend the 21.6% against walled-garden competition.
  • Massive exists at 14x P/E, structurally supported by the $500M authorized corporate .
  • Base case targets steady compounding toward $60 as the transitions back to an expansionary phase.

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.0.8238.1775.52112.86150.21Mar 2021Sep 2023Mar 2026Sep 2028Mar 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 price2021-03-1576.4
Observed price2021-03-3164.2
Observed price2021-04-2874.6
Observed price2021-05-0661.2
Observed price2021-05-1049.0
Observed price2021-05-3058.6
Observed price2021-06-1159.3
Observed price2021-06-2778.9
Observed price2021-07-1771.5
Observed price2021-07-2984.1
Observed price2021-08-1087.5
Observed price2021-08-1876.9
Observed price2021-08-3080.7
Observed price2021-09-1970.6
Observed price2021-10-0567.2
Observed price2021-10-1779.9
Observed price2021-11-0675.7
Observed price2021-11-18108
Observed price2021-11-22104
Observed price2021-12-1687.1
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Observed price2022-01-1378.9
Observed price2022-01-2159.5
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Observed price2022-04-1966.9
Observed price2022-05-0555.2
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Observed price2022-05-1753.4
Observed price2022-06-0652.7
Observed price2022-06-3041.9
Observed price2022-07-0443.8
Observed price2022-07-2048.5
Observed price2022-08-0147.0
Observed price2022-08-1374.3
Observed price2022-09-1065.9
Observed price2022-09-2259.2
Observed price2022-10-0463.7
Observed price2022-10-1252.6
Observed price2022-10-2455.7
Observed price2022-11-0939.9
Observed price2022-12-0352.7
Observed price2022-12-0748.0
Observed price2023-01-0443.3
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Observed price2023-01-2045.6
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Observed price2023-03-1355.7
Observed price2023-04-0260.4
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Observed price2023-04-3063.5
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Observed price2023-06-0574.7
Observed price2023-06-2977.4
Observed price2023-07-0775.5
Observed price2023-07-1588.1
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Observed price2023-08-1672.4
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Observed price2023-10-1184.8
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Observed price2023-11-1265.8
Observed price2023-11-2067.3
Observed price2023-12-1474.5
Observed price2023-12-1877.0
Observed price2024-01-1167.7
Observed price2024-01-1565.5
Observed price2024-01-2770.3
Observed price2024-02-1273.9
Observed price2024-02-1688.9
Observed price2024-03-1577.7
Observed price2024-03-2787.2
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Observed price2024-06-1998.7
Observed price2024-07-1399.8
Observed price2024-07-2590.9
Observed price2024-08-0684.1
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Observed price2024-12-04138
Observed price2024-12-16134
Observed price2025-01-01119
Observed price2025-01-17124
Observed price2025-02-06116
Observed price2025-02-10119
Observed price2025-03-0665.0
Observed price2025-03-1060.3
Observed price2025-04-0349.1
Observed price2025-04-0746.3
Observed price2025-04-2754.1
Observed price2025-05-0555.2
Observed price2025-05-1379.3
Observed price2025-06-0274.8
Observed price2025-06-1868.7
Observed price2025-06-3072.4
Observed price2025-07-2485.0
Observed price2025-07-2888.5
Observed price2025-08-2152.3
Observed price2025-08-2954.7
Observed price2025-09-1844.9
Observed price2025-09-2246.3
Observed price2025-10-0853.8
Observed price2025-10-2454.0
Observed price2025-11-1342.9
Observed price2025-11-1740.8
Observed price2025-12-1137.0
Observed price2025-12-1536.2
Observed price2026-01-0438.7
Observed price2026-01-1236.9
Observed price2026-02-0527.2
Observed price2026-03-0124.4
Observed price2026-03-0529.8
Observed price2026-03-0928.6
Observed price2026-03-2522.0
Observed price2026-04-1020.8
Observed price2026-04-3024.3
Observed price2026-05-0424.5
Observed price2026-05-1221.0
Observed price2026-06-0123.2
Observed price2026-06-2518.04
Observed price2026-07-1119.62
Observed price2026-07-2316.79
Observed price2026-08-0419.34
Observed price2026-08-2013.32
Observed price2026-08-2413.27
Observed price2026-09-1515.00
Observed price2026-09-1614.49
Observed price2026-09-1813.92
Published advisor forecast2026-03-1823.6
Published advisor forecast2026-06-1826.4
Published advisor forecast2026-09-1828.5
Published advisor forecast2026-12-1829.9
Published advisor forecast2027-03-1829.0
Published advisor forecast2027-06-1830.8
Published advisor forecast2027-09-1833.2
Published advisor forecast2027-12-1834.9
Published advisor forecast2028-03-1837.3
Published advisor forecast2028-06-1838.8
Published advisor forecast2028-09-1841.1
Published advisor forecast2028-12-1845.3
Published advisor forecast2029-03-1843.4
Published advisor forecast2029-06-1845.6
Published advisor forecast2029-09-1847.4
Published advisor forecast2029-12-1851.2
Published advisor forecast2030-03-1850.2
Published advisor forecast2030-06-1852.2
Published advisor forecast2030-09-1854.8
Published advisor forecast2030-12-1858.1
Published advisor forecast2031-03-1859.9

2. Scenarios & Signals

Bull case

What happens if all the suddenly become tailwinds? This is the ultimate revenge arc for TTD. If the Publicis audit is fully debunked and they return to the platform, the trust narrative isn't just restored, it is fortified. Simultaneously, if the DOJ finally goes nuclear on Google's ad-tech stack, billions in gross ad spend will migrate instantly to the independent Open Internet. Combine this with the flipping into full expansionary mode, and corporate ad budgets will rip to all-time highs. TTD's means margins expand, and the market gladly slaps a 35x multiple back on this name.

  • Publicis dispute is transparently resolved, causing an immediate reflexive and restoring the core bull thesis.
  • Antitrust actions against Google and Meta force major agencies to structurally diversify ad spend toward independent DSPs.
  • A triggers a massive resurgence in discretionary corporate ad spending budgets globally.
  • TTD captures the lion's share of ad-supported CTV growth, completely neutralizing the perceived threat from Amazon Ads.

Bear case

What if the market is actually right and the historical multiple was just a zero-interest-rate hallucination? If the Publicis audit reveals deep, systemic issues with TTD's take-rate transparency, this stock is fundamentally cooked. WPP and Omnicom will inevitably follow suit, causing a catastrophic implosion of gross ad spend on the platform. Meanwhile, as the challenger flexes its ecosystem muscle in CTV, TTD could be structurally locked out of the most valuable video inventory. In an ugly macro , ad budgets vanish, and TTD's growth rate collapses. The 14x P/E isn't a value opportunity; it is a .

  • Publicis audit contagion spreads to other mega-agencies, completely destroying TTD's competitive positioning and platform trust architecture.
  • Amazon Ads dominates ad-supported streaming, forcing TTD into a race to the bottom on take-rate margins.
  • Global macro contraction leads to an ugly , absolutely nuking discretionary corporate ad budgets across the board.
  • Multiple compresses further to 10x earnings as TTD officially transitions from a growth stock to legacy ad-tech.

Current crowd narrative

The timeline is absolutely cooked for TTD. FinTwit and sell-side boomers think the growth story is dead due to the 10% Q1 guide, and the Publicis audit is seen as the ultimate rug pull on their transparency thesis. The stock got hammered 70%+ from its highs, and the dominant narrative is that Jeff Green is catching a falling knife. Anchoring bias is fully fixated on the hyper-growth pandemic days; since TTD isn't growing at 30% anymore, the crowd prices it like a melting ice cube, totally ignoring its massive .

Alpha-gap assessment

The here is that a 14x forward P/E for a dominant ad-tech monopoly of the open internet with 40%+ steady-state is a generational mispricing. The market is extrapolating a temporary contract dispute and a cyclical ad-spend slowdown into a permanent . The crowd is obsessing over the 10% Q1 growth and Publicis FUD, missing the actual signal: the CEO just dropped $150M of his own liquidity on shares, and the company is executing massive buybacks. When the macro cycle turns, UID2 and Kokai will reaccelerate , proving the underlying machine is unbroken.

Convergence catalyst

A clean Q2/Q3 2026 earnings report showing stabilizing and a clear resolution to the Publicis MSA dispute. Once management proves the audit was a localized contract friction rather than systemic fraud, and forward guidance ticks back up to 15%+, the multiple will violently snap back. Expect convergence signals within 3-6 months as institutional volume returns.

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