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
Ray Dalio AI
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 CompoundercompounderA business or asset that can reinvest earnings or cash flows at attractive returns over an extended period.View full glossary entry 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 forward earningsforward earningsEstimated future profitability used to calculate valuation multiples for investment analysis.View full glossary entry. But what happens when we zoom out? The short-term debt cycleshort term debt cycleA recurring cycle of credit expansion, tighter financing, deleveraging, and recovery over a relatively short economic horizon.View full glossary entry 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 premium multiple. This is a classic phase transitionphase transitionPhase transition describes a nonlinear shift in system behavior when gradual changes cross a threshold and produce a new state.View full glossary entry 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% take ratetake rateThe percentage of total transaction value that a platform keeps as revenue.View full glossary entry against walled-garden competition.
- Massive margin of safetymargin of safetyThe difference between an estimated intrinsic value and the purchase price, intended to allow for uncertainty or analytical error.View full glossary entry exists at 14x P/E, structurally supported by the $500M authorized corporate buyback programbuyback programA corporate authorization to repurchase outstanding shares.View full glossary entry.
- Base case targets steady compounding toward $60 as the short term debt cycleA recurring cycle of credit expansion, tighter financing, deleveraging, and recovery over a relatively short economic horizon. transitions back to an expansionary phase.
Historical prices and published forecast
- Observed price
- Published advisor forecast
View chart values
| Series | Date | Value (USD) |
|---|---|---|
| Observed price | 2021-03-15 | 76.4 |
| Observed price | 2021-03-31 | 64.2 |
| Observed price | 2021-04-28 | 74.6 |
| Observed price | 2021-05-06 | 61.2 |
| Observed price | 2021-05-10 | 49.0 |
| Observed price | 2021-05-30 | 58.6 |
| Observed price | 2021-06-11 | 59.3 |
| Observed price | 2021-06-27 | 78.9 |
| Observed price | 2021-07-17 | 71.5 |
| Observed price | 2021-07-29 | 84.1 |
| Observed price | 2021-08-10 | 87.5 |
| Observed price | 2021-08-18 | 76.9 |
| Observed price | 2021-08-30 | 80.7 |
| Observed price | 2021-09-19 | 70.6 |
| Observed price | 2021-10-05 | 67.2 |
| Observed price | 2021-10-17 | 79.9 |
| Observed price | 2021-11-06 | 75.7 |
| Observed price | 2021-11-18 | 108 |
| Observed price | 2021-11-22 | 104 |
| Observed price | 2021-12-16 | 87.1 |
| Observed price | 2021-12-24 | 95.2 |
| Observed price | 2022-01-13 | 78.9 |
| Observed price | 2022-01-21 | 59.5 |
| Observed price | 2022-02-10 | 82.1 |
| Observed price | 2022-02-26 | 83.2 |
| Observed price | 2022-03-10 | 61.6 |
| Observed price | 2022-03-14 | 54.6 |
| Observed price | 2022-04-03 | 73.7 |
| Observed price | 2022-04-19 | 66.9 |
| Observed price | 2022-05-05 | 55.2 |
| Observed price | 2022-05-09 | 45.0 |
| Observed price | 2022-05-17 | 53.4 |
| Observed price | 2022-06-06 | 52.7 |
| Observed price | 2022-06-30 | 41.9 |
| Observed price | 2022-07-04 | 43.8 |
| Observed price | 2022-07-20 | 48.5 |
| Observed price | 2022-08-01 | 47.0 |
| Observed price | 2022-08-13 | 74.3 |
| Observed price | 2022-09-10 | 65.9 |
| Observed price | 2022-09-22 | 59.2 |
| Observed price | 2022-10-04 | 63.7 |
| Observed price | 2022-10-12 | 52.6 |
| Observed price | 2022-10-24 | 55.7 |
| Observed price | 2022-11-09 | 39.9 |
| Observed price | 2022-12-03 | 52.7 |
| Observed price | 2022-12-07 | 48.0 |
| Observed price | 2023-01-04 | 43.3 |
| Observed price | 2023-01-12 | 47.2 |
| Observed price | 2023-01-20 | 45.6 |
| Observed price | 2023-02-05 | 52.9 |
| Observed price | 2023-02-13 | 48.6 |
| Observed price | 2023-02-17 | 60.3 |
| Observed price | 2023-03-13 | 55.7 |
| Observed price | 2023-04-02 | 60.4 |
| Observed price | 2023-04-26 | 60.0 |
| Observed price | 2023-04-30 | 63.5 |
| Observed price | 2023-05-12 | 62.3 |
| Observed price | 2023-06-01 | 72.2 |
| Observed price | 2023-06-05 | 74.7 |
| Observed price | 2023-06-29 | 77.4 |
| Observed price | 2023-07-07 | 75.5 |
| Observed price | 2023-07-15 | 88.1 |
| Observed price | 2023-07-31 | 90.2 |
| Observed price | 2023-08-16 | 72.4 |
| Observed price | 2023-09-09 | 85.4 |
| Observed price | 2023-09-21 | 75.7 |
| Observed price | 2023-09-25 | 75.1 |
| Observed price | 2023-10-11 | 84.8 |
| Observed price | 2023-11-08 | 78.8 |
| Observed price | 2023-11-12 | 65.8 |
| Observed price | 2023-11-20 | 67.3 |
| Observed price | 2023-12-14 | 74.5 |
| Observed price | 2023-12-18 | 77.0 |
| Observed price | 2024-01-11 | 67.7 |
| Observed price | 2024-01-15 | 65.5 |
| Observed price | 2024-01-27 | 70.3 |
| Observed price | 2024-02-12 | 73.9 |
| Observed price | 2024-02-16 | 88.9 |
| Observed price | 2024-03-15 | 77.7 |
| Observed price | 2024-03-27 | 87.2 |
| Observed price | 2024-04-20 | 79.3 |
| Observed price | 2024-05-02 | 88.1 |
| Observed price | 2024-05-14 | 86.2 |
| Observed price | 2024-05-18 | 95.3 |
| Observed price | 2024-06-03 | 94.1 |
| Observed price | 2024-06-19 | 98.7 |
| Observed price | 2024-07-13 | 99.8 |
| Observed price | 2024-07-25 | 90.9 |
| Observed price | 2024-08-06 | 84.1 |
| Observed price | 2024-08-22 | 105 |
| Observed price | 2024-09-03 | 101 |
| Observed price | 2024-09-19 | 110 |
| Observed price | 2024-09-23 | 109 |
| Observed price | 2024-10-13 | 118 |
| Observed price | 2024-10-21 | 118 |
| Observed price | 2024-11-10 | 128 |
| Observed price | 2024-11-18 | 117 |
| Observed price | 2024-12-04 | 138 |
| Observed price | 2024-12-16 | 134 |
| Observed price | 2025-01-01 | 119 |
| Observed price | 2025-01-17 | 124 |
| Observed price | 2025-02-06 | 116 |
| Observed price | 2025-02-10 | 119 |
| Observed price | 2025-03-06 | 65.0 |
| Observed price | 2025-03-10 | 60.3 |
| Observed price | 2025-04-03 | 49.1 |
| Observed price | 2025-04-07 | 46.3 |
| Observed price | 2025-04-27 | 54.1 |
| Observed price | 2025-05-05 | 55.2 |
| Observed price | 2025-05-13 | 79.3 |
| Observed price | 2025-06-02 | 74.8 |
| Observed price | 2025-06-18 | 68.7 |
| Observed price | 2025-06-30 | 72.4 |
| Observed price | 2025-07-24 | 85.0 |
| Observed price | 2025-07-28 | 88.5 |
| Observed price | 2025-08-21 | 52.3 |
| Observed price | 2025-08-29 | 54.7 |
| Observed price | 2025-09-18 | 44.9 |
| Observed price | 2025-09-22 | 46.3 |
| Observed price | 2025-10-08 | 53.8 |
| Observed price | 2025-10-24 | 54.0 |
| Observed price | 2025-11-13 | 42.9 |
| Observed price | 2025-11-17 | 40.8 |
| Observed price | 2025-12-11 | 37.0 |
| Observed price | 2025-12-15 | 36.2 |
| Observed price | 2026-01-04 | 38.7 |
| Observed price | 2026-01-12 | 36.9 |
| Observed price | 2026-02-05 | 27.2 |
| Observed price | 2026-03-01 | 24.4 |
| Observed price | 2026-03-05 | 29.8 |
| Observed price | 2026-03-09 | 28.6 |
| Observed price | 2026-03-25 | 22.0 |
| Observed price | 2026-04-10 | 20.8 |
| Observed price | 2026-04-30 | 24.3 |
| Observed price | 2026-05-04 | 24.5 |
| Observed price | 2026-05-12 | 21.0 |
| Observed price | 2026-06-01 | 23.2 |
| Observed price | 2026-06-25 | 18.04 |
| Observed price | 2026-07-11 | 19.62 |
| Observed price | 2026-07-23 | 16.79 |
| Observed price | 2026-08-04 | 19.34 |
| Observed price | 2026-08-20 | 13.32 |
| Observed price | 2026-08-24 | 13.27 |
| Observed price | 2026-09-15 | 15.00 |
| Observed price | 2026-09-16 | 14.49 |
| Observed price | 2026-09-18 | 13.92 |
| Published advisor forecast | 2026-03-18 | 23.6 |
| Published advisor forecast | 2026-06-18 | 26.4 |
| Published advisor forecast | 2026-09-18 | 28.5 |
| Published advisor forecast | 2026-12-18 | 29.9 |
| Published advisor forecast | 2027-03-18 | 29.0 |
| Published advisor forecast | 2027-06-18 | 30.8 |
| Published advisor forecast | 2027-09-18 | 33.2 |
| Published advisor forecast | 2027-12-18 | 34.9 |
| Published advisor forecast | 2028-03-18 | 37.3 |
| Published advisor forecast | 2028-06-18 | 38.8 |
| Published advisor forecast | 2028-09-18 | 41.1 |
| Published advisor forecast | 2028-12-18 | 45.3 |
| Published advisor forecast | 2029-03-18 | 43.4 |
| Published advisor forecast | 2029-06-18 | 45.6 |
| Published advisor forecast | 2029-09-18 | 47.4 |
| Published advisor forecast | 2029-12-18 | 51.2 |
| Published advisor forecast | 2030-03-18 | 50.2 |
| Published advisor forecast | 2030-06-18 | 52.2 |
| Published advisor forecast | 2030-09-18 | 54.8 |
| Published advisor forecast | 2030-12-18 | 58.1 |
| Published advisor forecast | 2031-03-18 | 59.9 |
2. Scenarios & Signals
Bull case
What happens if all the macro headwindsmacro headwindsBroad economic conditions that can slow growth, weaken demand, or pressure asset valuations.View full glossary entry 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 short term debt cycleA recurring cycle of credit expansion, tighter financing, deleveraging, and recovery over a relatively short economic horizon. flipping into full expansionary mode, and corporate ad budgets will rip to all-time highs. TTD's operating leverageoperating leverageThe sensitivity of operating profit to changes in revenue caused by the mix of fixed and variable costs.View full glossary entry means margins expand, and the market gladly slaps a 35x multiple back on this name.
- Publicis dispute is transparently resolved, causing an immediate reflexive short squeezeshort squeezeA rapid increase in stock price caused by forced buying from short sellers covering their positions.View full glossary entry and restoring the core bull thesis.
- Antitrust actions against Google and Meta force major agencies to structurally diversify ad spend toward independent DSPs.
- A beautiful deleveragingbeautiful deleveragingA controlled reduction of debt levels within the economic system to improve long-term productivity.View full glossary entry 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 Big Cyclebig cycleA long-duration cycle in debt, monetary order, domestic politics, or geopolitics that can reshape economies and markets.View full glossary entry challenger flexes its ecosystem muscle in CTV, TTD could be structurally locked out of the most valuable video inventory. In an ugly macro deleveragingdeleveragingThe process of reducing total debt and leverage to strengthen financial stability.View full glossary entry, ad budgets vanish, and TTD's growth rate collapses. The 14x P/E isn't a value opportunity; it is a value trapvalue trapA stock that appears cheap based on valuation metrics but remains stagnant due to fundamental business deterioration.View full glossary entry.
- 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 deleveragingThe process of reducing total debt and leverage to strengthen financial stability., 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 free cash flowfree cash flowFree cash flow (FCF) is cash generated after operating expenses and capital expenditures that remains available for debt reduction, reinvestment, or shareholder returns.View full glossary entry.
Alpha-gap assessment
The variant perceptionvariant perceptionAn investment view that differs from market consensus and assumes future outcomes will be better or worse than widely expected.View full glossary entry here is that a 14x forward P/E for a dominant ad-tech monopoly of the open internet with 40%+ steady-state EBITDA marginsebitda marginsKey profitability metric measuring operational efficiency before interest, taxes, depreciation, and amortization.View full glossary entry is a generational mispricing. The market is extrapolating a temporary contract dispute and a cyclical ad-spend slowdown into a permanent structural declinestructural declineA long-term weakening trend caused by persistent business or industry headwinds.View full glossary entry. 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 take rateThe percentage of total transaction value that a platform keeps as revenue., proving the underlying machine is unbroken.
Convergence catalyst
A clean Q2/Q3 2026 earnings report showing stabilizing take rateThe percentage of total transaction value that a platform keeps as revenue. 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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