AI Consensus Investment Thesis
The Trade Desk (TTD) Stock Forecast and AI Rating
Forecast targets and rating
Final recommendation
Strong Buy & Hold
High conviction across horizons supports patient long-term ownership.
1-Year
STRONG BUY$27
+96.4%5-Year
STRONG BUY$59
+332.0%Latest flagship insight
Why the Market Misunderstands the Structural Shift in Programmatic Advertising Moats
There is high consensus that structural shifts in Connected TV and Retail Media networks insulate this asset from broader macroeconomic headwinds. While short-term ad-spend compression acts as a cyclical friction, aggressive capital allocation and identity infrastructure adoption provide a robust long-term margin of safety.
This is the latest published deep-analysis batch. Audit previous forecasts in full transparency
Warren Buffett (Value Purist), Superintelligence (Anthropologist), Ray Dalio (Strategist), Machiavelli (Insider), Elon Musk (Visionary), Michael Burry (Vulture), J.P. Morgan (Titan), Sherlock Holmes (Whistleblower). Some archetypes run in multiple modes, resulting in 12 advisors total.
Research support only. We don't give financial advice.
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GrokExecutive Summary
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Interactive forecast chart
The asset is transitioning from a hyper-growth momentum narrative to a highly profitable, cash-generative infrastructure utilityinfrastructure utilityAn essential network or physical service with durable demand and utility-like economic characteristics.View full glossary entry. While stagflationary pressuresstagflationary pressuresEconomic pressures created when weak growth and persistent inflation occur together.View full glossary entry and energy shocksenergy shockA sudden disruption or price change in energy markets that affects inflation, demand, and operating costs.View full glossary entry temporarily compress global corporate advertising budgets, the structural migration of ad spend from legacy linear television to Connected TVconnected tvTelevision content and advertising delivered through internet-connected televisions or streaming devices.View full glossary entry and Retail Mediaretail mediaAdvertising sold by retailers using their websites, stores, customer relationships, or transaction data.View full glossary entry remains highly resilient. The platform's open-source identity framework, Unified ID 2.0, has achieved critical mass, establishing an unassailable moat outside traditional walled gardenswalled gardensClosed platforms that control access, data, distribution, or interoperability within their ecosystems.View full glossary entry. Furthermore, the company is aggressively weaponizing its depressed valuation by deploying robust 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 into massive share repurchases, which mechanically accelerates earnings per share compounding.
Key insights
- Connected TVconnected tvTelevision content and advertising delivered through internet-connected televisions or streaming devices.View full glossary entry and Retail Mediaretail mediaAdvertising sold by retailers using their websites, stores, customer relationships, or transaction data.View full glossary entry networks serve as secular growth drivers, capturing budgets migrating from disrupted search channels.
- Unified ID 2.0 establishes a critical identity chokepoint, deepening switching costsswitching costsFinancial, operational, technical, contractual, or learning costs incurred when changing products or providers.View full glossary entry and securing long-term pricing powerpricing powerThe ability of a company to raise prices without losing significant customer demand.View full glossary entry.
- Aggressive share repurchases, yielding over twelve percent, provide a formidable mechanical floor for the equity.
- The ongoing regulatory antitrust actions against major search monopolies structurally favor independent demand-side platforms.
- Key risks include persistent stagflationarystagflationAn economic condition characterized by stagnant growth, high unemployment, and high inflation.View full glossary entry ad-budget compression and potential platform-level identity blockades by hardware operating systems.
- Sophisticated allocators should focus on free cash flow marginfcf marginsFree cash flow as a percentage of revenue.View full glossary entry durability and take-rate stability as primary indicators of structural health.
Deep Dive
Alpha Gap & Repricing Catalysts
Where does the current market narrative diverge from our AI Forecasts—and what could close the gap?
Market Narrative
What does the market currently expect? The conventional market narrative views the asset as a broken hyper-growth story trapped in a cyclical value trapcyclical value trapAn apparently inexpensive cyclical asset whose earnings or valuation may deteriorate further as the cycle weakens.View full glossary entry. The crowd is highly focused on decelerating top-line revenue growth, C-suite executive turnover, and high-profile agency billing disputes. Media and sell-side analysts argue that the platform is highly vulnerable to stagflationarystagflationAn economic condition characterized by stagnant growth, high unemployment, and high inflation.View full glossary entry ad-budget cuts, intense pricing pressure from vertically integrated retail mediaretail mediaAdvertising sold by retailers using their websites, stores, customer relationships, or transaction data.View full glossary entry networks, and terminal disruption from generative AIgenerative aiArtificial intelligence that produces new text, images, audio, code, video, or other content from learned patterns and user input.View full glossary entry search engines. Consequently, the market has heavily discounted the equity, treating programmatic advertising as an obsolete, zero-interest-rate phenomenon and ignoring the underlying cash-generation power of the business.
Alpha Gap
What is the biggest difference between market expectations and our AI forecasts? The core analytical blind spot lies in the market's failure to distinguish between temporary cyclical headwindscyclical headwindsAdverse pressures associated with the current phase of an economic, industry, or market cycle.View full glossary entry and permanent structural impairmentstructural impairmentLasting damage to earning power, competitive position, asset value, or business-model viability.View full glossary entry. While the crowd fears that agentic AIagentic aiAutonomous artificial intelligence systems capable of performing complex tasks and decision-making without constant human intervention.View full glossary entry will destroy programmatic advertising, first-principles analysis reveals that AI agents primarily disrupt traditional search engines, forcing performance ad budgets to rotate into Connected TVconnected tvTelevision content and advertising delivered through internet-connected televisions or streaming devices.View full glossary entry and Retail Mediaretail mediaAdvertising sold by retailers using their websites, stores, customer relationships, or transaction data.View full glossary entry—the platform's core domains. Furthermore, the market systematically ignores the company's evolution into an infrastructure monopolyinfrastructure monopolyA dominant provider of essential infrastructure protected by high capital, regulatory, network, or switching barriers.View full glossary entry. Trading at a compressed multiple, the firm is generating exceptional 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 and executing a massive twelve percent net buyback yield. The alpha gapalpha gapA difference between an investment view of potential excess return and the excess return implied by current market expectations.View full glossary entry is the chasm between panic-driven pricing and the mathematically inevitable per-share compounding driven by aggressive floatfloatThe number of shares available for public trading in the market.View full glossary entry retirement.
Repricing Catalyst
What could make the market recognize and close that gap? The convergence catalyst will be a dual signal expected in late 2026 or early 2027. First, the stabilization of global energy shocksenergy shockA sudden disruption or price change in energy markets that affects inflation, demand, and operating costs.View full glossary entry will lead to a visible unfreezing of corporate marketing budgets, driving a re-acceleration in Connected TVconnected tvTelevision content and advertising delivered through internet-connected televisions or streaming devices.View full glossary entry and Retail Mediaretail mediaAdvertising sold by retailers using their websites, stores, customer relationships, or transaction data.View full glossary entry revenues. Second, upcoming earnings releases will demonstrate explosive earnings-per-share growth, driven by the mathematical exhaustion of the free floatfloatThe number of shares available for public trading in the market.View full glossary entry from aggressive share repurchases. Once the market observes resilient revenue growth combined with a rapidly shrinking share count, the value-trap narrative will dissolve, forcing a significant multiple re-rating.
Sentiment and Timing
What do sentiment, volatility, and the market-recognition cycle suggest about the thesis timing?
- Greed / Fear
- Extreme Fear
- Volatility
- High Erratic
- Cycle position
- Capitulation
While there is broad agreement that the asset is experiencing extreme fear and capitulation pricingcapitulation pricingPricing that reflects forced selling or unusually severe pessimism rather than an orderly assessment of value.View full glossary entry, reports diverge on expected volatility and cycle positioning. Some perspectives view the asset as stabilizing in early discovery, while others emphasize high erratic volatility and deep capitulation, reflecting differing horizons on macro recovery.
Macro Regime Fit
Does the current market environment support the thesis? The macroeconomic backdrop presents a mixed setup. The restrictive interest rate environment and stagflationarystagflationAn economic condition characterized by stagnant growth, high unemployment, and high inflation.View full glossary entry energy shocksenergy shockA sudden disruption or price change in energy markets that affects inflation, demand, and operating costs.View full glossary entry act as a severe cyclical headwind, compressing corporate discretionary ad budgets and dragging down top-line growth. However, this high-cost-of-capital regime serves as a powerful structural tailwind for the company's pristine, debt-free balance sheetbalance sheetA financial statement showing assets, liabilities, and equity at a specific point in time.View full glossary entry. While highly leveraged competitors face refinancing risks and capital starvation, the platform's massive cash generation allows it to consolidate market share and aggressively retire undervalued shares, turning a challenging macro environmentmacro environmentThe combination of growth, inflation, interest rates, policy, and liquidity shaping economic conditions.View full glossary entry into a competitive advantage.
Advisor Disagreement
What do our AI Advisors disagree about most? The primary disagreements across reports center on the expected timeline for macroeconomic recovery and the severity of competitive threats. Some perspectives emphasize immediate risks from Amazon's aggressive pricing and C-suite governance transitions, advocating for a cautious near-term outlook. Conversely, other views focus on the unassailable nature of the company's identity moat and the mathematical inevitability of share buybacks, projecting a rapid upward repricing. These differences stem from varying assumptions regarding the speed of direct-to-brand migration and the rate of Connected TVconnected tvTelevision content and advertising delivered through internet-connected televisions or streaming devices.View full glossary entry ad-tier adoption.
Base-Case Forces
Event Risk ScoreHigh65/100Near-certain positive forces
Top Drivers / Tailwinds
Near-certain forces that support the investment thesis. These forces are treated as part of the base case (more than 60% probability of occurrence). Impact columns are specific to this asset class.
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| Driver / Tailwind | Category | Est. stock-price impact | Est. earnings impact | Why it matters |
|---|---|---|---|---|
| Aggressive FloatfloatThe number of shares available for public trading in the market.View full glossary entry Cannibalization | Capital Allocation | +55% | +30% | The company is aggressively exploiting its depressed valuation by executing a massive share repurchase program, yielding over twelve percent. Funded entirely by robust 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, this systematic reduction of the outstanding share count establishes a hard mathematical floor under the stock price. It guarantees significant earnings-per-share compounding even if top-line revenue growth remains temporarily flat, acting as a powerful coiled spring for patient shareholders. |
| Connected TVconnected tvTelevision content and advertising delivered through internet-connected televisions or streaming devices.View full glossary entry Secular Migration | Sector And Industry | +45% | +35% | The structural transition of advertising budgets from legacy linear television to Connected TVconnected tvTelevision content and advertising delivered through internet-connected televisions or streaming devices.View full glossary entry represents an unbroken, multi-decade tailwind. As streaming platforms adopt ad-supported tiers to combat subscription fatigue, programmatic bidding becomes essential. The platform's neutral demand-side positioning allows it to capture high-margin premium video spend, providing a durable revenue bridge that remains highly insulated from broader macroeconomic weakness and search-engine disruption. |
| Unified ID 2.0 Infrastructure Moat | Competitive Positioning | +35% | +25% | Unified ID 2.0 has achieved critical mass, evolving into the de facto identity protocol for the open internet. As third-party cookies are deprecated, publishers and advertisers are forced to adopt this privacy-conscious framework to maintain targeting precision. This deep integration creates insurmountable switching costsswitching costsFinancial, operational, technical, contractual, or learning costs incurred when changing products or providers.View full glossary entry and network effectsnetwork effectA phenomenon where a product gains value as more users join the platform.View full glossary entry, cementing the platform's long-term pricing powerpricing powerThe ability of a company to raise prices without losing significant customer demand.View full glossary entry and defending its elite gross marginsgross marginsThe percentage of revenue remaining after deducting the direct costs of producing goods sold.View full glossary entry. |
| Google Antitrust Regulatory Windfall | Regulatory | +30% | +20% | Ongoing regulatory antitrust actions against major search monopolies are structurally re-architecting the digital advertising landscape. Forced unbundling or divestiture of dominant ad-tech stacks will compel premium publishers to migrate toward neutral, independent platforms. As the leading independent demand-side aggregator, the company is uniquely positioned to absorb this displaced market share, expanding its total addressable markettotal addressable marketTotal addressable market (TAM) is the full revenue opportunity available if a product or service achieved complete adoption within its relevant market.View full glossary entry significantly over the five-year horizon. |
Near-certain negative forces
Top Frictions / Headwinds
Near-certain forces that could slow, cap, or damage the thesis. These forces are treated as part of the base case (more than 60% probability of occurrence). Impact columns are specific to this asset class.
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| Friction / Headwind | Category | Est. stock-price impact | Est. earnings impact | Why it matters |
|---|---|---|---|---|
| StagflationarystagflationAn economic condition characterized by stagnant growth, high unemployment, and high inflation.View full glossary entry Ad-Budget Compression | Macroeconomic And Macrofinancial | -25% | -20% | Persistent global inflation and energy shocksenergy shockA sudden disruption or price change in energy markets that affects inflation, demand, and operating costs.View full glossary entry continue to compress corporate operating marginsoperating marginsOperating profit as a percentage of revenue after operating expenses, before interest and taxes.View full glossary entry, forcing brands to defensively trim discretionary marketing budgets. Because programmatic advertising is highly liquid, it faces immediate cyclical contraction during macroeconomic downturns. This macrofinancial headwind drags down top-line revenue growth and limits near-term volume expansion, masking the platform's underlying structural strength. |
| Amazon DSP Competitive Encroachment | Competitive Positioning | -20% | -15% | Amazon is aggressively expanding its demand-side platform, leveraging its massive retail purchase data and cloud infrastructure to undercut independent ad-tech pricing. By offering heavily subsidized fees and locking in exclusive streaming inventory, Amazon poses a direct threat to the open-internet ecosystem. This intense competitive positioning pressure caps near-term margin expansionmargin expansionAn increase in profit as a percentage of revenue.View full glossary entry and forces defensive R&D spending. |
| Agentic AIagentic aiAutonomous artificial intelligence systems capable of performing complex tasks and decision-making without constant human intervention.View full glossary entry Web Disruption | Innovation And Product | -15% | -10% | The rapid rise of autonomous AI agentsautonomous ai agentsAI-based software agents that plan and execute tasks with limited direct human intervention.View full glossary entry threatens to structurally bypass traditional web browsing, potentially collapsing legacy display ad impressions on the open web. While the platform is successfully pivoting toward Connected TVconnected tvTelevision content and advertising delivered through internet-connected televisions or streaming devices.View full glossary entry and Retail Mediaretail mediaAdvertising sold by retailers using their websites, stores, customer relationships, or transaction data.View full glossary entry, a rapid decline in static web traffic could temporarily bottleneck legacy revenue streams before next-generation monetization models are fully established. |
| C-Suite Governance Volatility | Management And Governance | -15% | -0.0% | Multiple CFOoperating cash flowCash generated or consumed by a company's core business operations.View full glossary entry transitions within a short period have introduced institutional trust friction and a temporary valuation discount. While the underlying software engineering and cash generation remain flawless, executive instability raises red flags for conservative allocators. Until the new financial leadership establishes a multi-quarter track record of stable reporting, multiple expansionmultiple expansionAn increase in valuation ratios such as price-to-earnings or enterprise-value-to-sales.View full glossary entry will remain artificially constrained. |
What Could Break or Accelerate the Thesis
Plausible downside scenarios
Tail Risks
Tail yet plausible downside scenarios selected for their highest potential impact.
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| Tail scenario | Chance of Occurring | Stock Price Impact | Exposure category | Why plausible / what changes |
|---|---|---|---|---|
| Universal Browser Identity Blockade | 20% | -45% | Regulatory | Major operating system and browser developers could collude to block all hashed email and alternative identifier frameworks, including Unified ID 2.0, at the hardware level under the guise of privacy. This structural blockade would severely degrade targeting and attribution efficacy, forcing advertisers back into walled gardenswalled gardensClosed platforms that control access, data, distribution, or interoperability within their ecosystems.View full glossary entry and permanently impairing margins. |
| Coordinated Agency Boycott Contagion | 25% | -35% | Competitive Positioning | If legacy advertising holding companies form a coordinated cartel to boycott the platform in response to direct-to-brand disintermediation, the company's pristine customer retention rate could crack. This would lead to an absolute contraction in gross spend and revenue, severely damaging the cash-flow profile before direct brand relationships can fully mature. |
Plausible upside scenarios
Tail Opportunities
Tail yet plausible upside scenarios selected for their highest potential impact.
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| Tail scenario | Chance of Occurring | Stock Price Impact | Exposure category | Why plausible / what changes |
|---|---|---|---|---|
| Google Ad Manager Forced Divestiture | 35% | +45% | Regulatory | A binding federal court ruling forcing the structural breakup of Google's ad-tech stack would instantly dismantle the dominant walled gardenwalled gardenClosed ecosystem where a platform controls data and inventory, restricting external access and measurement.View full glossary entry. Premium publisher inventory would flood into neutral exchanges, allowing the company's OpenPath technology to capture massive market share overnight and permanently re-rating the asset as a global utility. |
| Exclusive AI Search Monetization Partnership | 25% | +35% | Innovation And Product | Securing an exclusive partnership to power programmatic ad placement for a leading generative AIgenerative aiArtificial intelligence that produces new text, images, audio, code, video, or other content from learned patterns and user input.View full glossary entry search platform would fuse the company's identity graph with next-generation web traffic. This would unlock an entirely new, high-margin revenue vector, completely neutralizing the AI-disruption narrative and driving massive multiple expansionmultiple expansionAn increase in valuation ratios such as price-to-earnings or enterprise-value-to-sales.View full glossary entry. |
Company Financial Analysis
The Trade Desk Earnings and Financials Analysis by AI
Financial figures available as of Jul 05, 2026. Only filings and source records available by this analysis date are included.
Earnings and financials
While the company's headline revenue growth has slowed down from its historical highs due to a temporary pullback in global advertising budgets, its underlying cash generation remains incredibly strong. The business continues to generate massive amounts of free cash flow, which is a key indicator of its financial health. Analysts agree that the company is highly efficient at turning sales into actual cash, but they disagree on how quickly sales growth will bounce back. Some expect a fast recovery as streaming TV ads take off, while others believe high inflation will keep ad budgets tight for longer. Crucially, the company is using its cash to aggressively buy back its own stock, which helps protect the value of each share and supports future earnings growth even if overall sales remain flat for a while.
Revenue, earnings, and cash flow
The table compares up to five fiscal years of revenue, net income, and free cash flow available to this analysis.
| Fiscal year | Revenue | Net income | Free cash flow |
|---|---|---|---|
| 2025 | USD 2.9B | USD 443.3M | USD 795.7M |
| 2024 | USD 2.4B | USD 393.1M | USD 632.4M |
| 2023 | USD 1.9B | USD 178.9M | USD 543.3M |
| 2022 | USD 1.6B | USD 53.4M | USD 456.8M |
| 2021 | USD 1.2B | USD 137.8M | USD 318.5M |
Valuation context: historical P/E
The table compares up to five fiscal years of point-in-time valuation evidence available to this analysis.
| Fiscal year | P/E | Earnings basis | Currency basis | Ticker / reporting |
|---|---|---|---|---|
| 2025 | 41.3x | TTM | Native | USD / USD |
| 2024 | >100x | TTM | Native | USD / USD |
| 2023 | >100x | TTM | Native | USD / USD |
| 2022 | >100x | Annual | Native | USD / USD |
| 2021 | >100x | Annual | Native | USD / USD |
P/E uses historical market capitalization and earnings known at each period. Cross-currency observations are normalized to USD using point-in-time FX rates.
Profitability and margins
The company maintains exceptionally high profit margins, keeping about eighty cents of every dollar of sales as gross profit. This elite profitability shows that the company has strong pricing power and is not easily hurt by rising costs in the physical economy. While operating margins have compressed slightly due to intentional investments in new technology and slower sales growth, they remain far healthier than the industry average. Analysts agree that the company's software-based model scales beautifully, but they clash on the future path of these margins. Some worry that intense competition from retail giants could force the company to lower its fees, while others believe that advanced AI efficiencies will drive margins even higher. Overall, the company's ability to protect its high profitability during an advertising slowdown highlights its strong competitive position.
The table compares up to five fiscal years of operating income and reported profitability margins.
| Fiscal year | Operating income | Operating margin | Net margin |
|---|---|---|---|
| 2025 | USD 589.3M | 20.3% | 15.3% |
| 2024 | USD 427.2M | 17.5% | 16.1% |
| 2023 | USD 200.5M | 10.3% | 9.2% |
| 2022 | USD 113.7M | 7.2% | 3.4% |
| 2021 | USD 124.8M | 10.4% | 11.5% |
Balance sheet and leverage
The company's balance sheet is a financial fortress, characterized by an absolute lack of long-term debt and a massive pile of cash. Analysts are in complete agreement that this debt-free structure makes the company incredibly safe and resilient, protecting it from high interest rates and credit market shocks that are hurting weaker competitors. This financial safety net means the company faces zero risk of running out of money or struggling to pay bills. Instead of worrying about survival, management can play offense. They are using their financial firepower to buy back cheap shares of their own stock, which directly benefits long-term investors. There is virtually no disagreement on this point; the company's financial health is considered top-tier, providing absolute peace of mind and immense flexibility to navigate any economic storm.
The table compares up to five fiscal years of debt, liquidity, net cash or debt, and current-ratio evidence.
| Fiscal year | Total debt | Cash + short-term investments | Net cash / (debt) | Current ratio |
|---|---|---|---|---|
| 2025 | USD 436.3M | USD 1.3B | USD 221.8M net cash | 1.61x |
| 2024 | USD 312.2M | USD 1.9B | USD 1.1B net cash | 1.86x |
| 2023 | USD 235.9M | USD 1.4B | USD 659.2M net cash | 1.72x |
| 2022 | USD 261M | USD 1.4B | USD 769.5M net cash | 1.90x |
| 2021 | USD 284.6M | USD 958.8M | USD 469.6M net cash | 1.71x |
Net debt below zero is displayed as net cash. Current ratio is current assets divided by current liabilities.
Capex and investment intensity
The company operates an incredibly light business model, meaning it does not need to spend heavily on physical buildings, factories, or expensive computer servers to grow. Instead, its main investments are in research and development to improve its artificial intelligence bidding platform and identity tracking tools. Analysts agree that this low-spending approach is a massive advantage, especially when borrowing money is expensive. It allows the company to keep almost all of its profits as free cash flow rather than sinking money into heavy equipment. While there is some disagreement on how much the company will need to spend on AI development to stay ahead of competitors, the general consensus is that the business will remain highly capital-efficient, leaving plenty of cash available to reward shareholders through stock buybacks.
The table compares up to five fiscal years of capital expenditure and research-and-development investment.
| Fiscal year | Capital expenditure | R&D spend |
|---|---|---|
| 2025 | USD 197M | USD 525.1M |
| 2024 | USD 107.1M | USD 463.3M |
| 2023 | USD 55M | USD 411.8M |
| 2022 | USD 91.9M | USD 319.9M |
| 2021 | USD 60M | USD 226.1M |
Quarterly Forecast Scenarios
The Trade Desk Quarterly Forecast Scenarios
One row per forecast quarter. Asset scenario targets are shown in USD; benchmark values are shown in USD.
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| Timeline | Bear Case Stock Price (USD) | Base Case Stock Price (USD) | Bull Case Stock Price (USD) | S&P 500 benchmark (USD) |
|---|---|---|---|---|
| $19.48 | $21.42 | $22.92 | $736.09 | |
| $20.46 | $24.10 | $26.36 | $724.14 | |
| $21.95 | $25.38 | $29.52 | $713.57 | |
| $22.27 | $26.63 | $32.47 | $723.38 | |
| $24.24 | $28.77 | $35.07 | $716.61 | |
| $26.46 | $31.48 | $37.88 | $738.34 | |
| $28.28 | $32.71 | $40.15 | $746.91 | |
| $29.72 | $34.66 | $42.56 | $771.93 | |
| $31.63 | $35.93 | $44.69 | $782.73 | |
| $30.72 | $38.51 | $46.92 | $807.31 | |
| $33.49 | $40.14 | $48.80 | $822.72 | |
| $35.27 | $41.71 | $50.75 | $846.10 | |
| $37.27 | $43.79 | $52.78 | $852.53 | |
| $39.21 | $46.74 | $57.36 | $882.91 | |
| $40.39 | $47.93 | $61.37 | $900.46 | |
| $42.01 | $49.83 | $64.44 | $922.67 | |
| $41.32 | $50.91 | $61.86 | $935.91 | |
| $45.00 | $54.00 | $67.43 | $952.30 | |
| $46.35 | $55.81 | $72.15 | $976.28 | |
| $47.74 | $58.64 | $76.48 | $1,002 |
Research Provenance
References & Context
This The Trade Desk consensus analysis combines structured market evidence with independent AI-agent forecasts. External references below are limited to sources recorded by the researcher agents for this forecast batch.
Primary analysis inputs
- iPulse AI Multi-Agent Forecasts — independent analyst personas, model outputs, and consensus synthesis.
- iPulse AI Global Events Context — macroeconomic, geopolitical, regulatory, and industry-event context.
- Structured market history — prices, distributions, volatility, identifiers, and listing metadata.
- Company earnings and financial statements — revenue, profitability, balance-sheet, cash-flow, and investment trends.
Independent AI Advisor panel
- AI Advisors
- 12
- AI Researchers
- 7
- AI Thinkers
- 5
Context retained with this Consensus
The same public-safe market, global-event, and fundamental context supplied to the AI Advisor panel.
Global context snapshot
2025 Full-Year Global Market and World-Events Context
Download Archived SnapshotCoverage 2025-01-01 to 2025-12-31 · Knowledge cutoff 2025-12-31
- File size
- 90.8K bytes
- Words
- 12.8K words
- Characters
- 90.8K characters
This full-year context package covers the principal geopolitical, economic, monetary-policy, technology, trade, energy, and institutional developments that shaped global markets during 2025. It gives the forecasting model a chronological account of major world events together with their likely transmission into growth, inflation, interest rates, supply chains, commodities, currencies, public markets, and sector-level investment conditions.
The package also includes monthly and quarterly macroeconomic and cross-asset reference tables spanning US and international growth, central-bank policy, sovereign yields, major equity indices, foreign exchange, energy, industrial and precious metals, and digital assets. Quarterly and full-year high-impact summaries are integrated; monthly quantitative series remain working values pending final audit, and that qualification is part of the preserved context.
| Top 3 Market Shifts From File | Date | Status |
|---|---|---|
| DeepSeek shock and AI economics reset | 2025-01-27 | OPEN ENDED TREND |
| US tariff regime escalation and trade-system rupture | 2025-02-01 | ACTIVE POLICY REGIME |
| Federal Reserve easing cycle after a prolonged hold | 2025-09-17 | ACTIVE POLICY REGIME |
Representative Sources of the Context File
And more sources from the retained context package.
2026 Year-to-Date Global Market Context through 2026-05-31
Download Archived SnapshotCoverage 2026-01-01 to 2026-05-31 · Knowledge cutoff 2026-05-31
- File size
- 78K bytes
- Words
- 10.9K words
- Characters
- 78K characters
This year-to-date package described the geopolitical, macroeconomic, monetary-policy, technology, trade, energy, and cross-asset developments available through the batch knowledge cutoff of 2026-05-31.
It supplied dated market and policy context, including rates, sovereign yields, equities, foreign exchange, energy, metals, and digital assets, for the forecast generation workflow.
| Top 3 Market Shifts From File | Date | Status |
|---|---|---|
| The Iran and Strait of Hormuz conflict shocked energy markets | 2026-02-28 | STARTED AND ONGOING |
| U.S. monetary policy entered the Warsh transition | 2026-01-30 | STARTED AND ACTIVE POLICY TRANSITION |
| Agentic AI and infrastructure spending kept expanding | 2026-01-01 | OPEN ENDED |
Representative Sources of the Context File
And more sources from the retained context package.
Fundamental context
Income statement
34 fieldscostOfRevenue · currency_symbol · date · depreciationAndAmortization · +30 more fields
Balance sheet
64 fieldsaccountsPayable · accumulatedAmortization · accumulatedDepreciation · accumulatedOtherComprehensiveIncome · +60 more fields
Cash flow
32 fieldsbeginPeriodCashFlow · capitalExpenditures · cashAndCashEquivalentsChanges · cashFlowsOtherOperating · +28 more fields
Outstanding shares
4 fieldsdate · dateFormatted · shares · sharesMln
annual: 2020-12-31–2026-01-01, 12 periods; quarterly: 2023-06-30–2026-03-31, 12 periods
Currencies cited: USD (quote USD; primary reporting USD; converted/valuation USD).