Historical AI Consensus
This page preserves the research and market snapshot packaged for this batch. It is not updated with later prices or revised advisor outputs.
- Symbol
- PEP.NASDAQ
- Batch
- 6
- Published
- July 5, 2026
- AI Advisors
- 12
Historical AI Consensus Investment Thesis
PepsiCo (PEP) Stock Forecast and AI Rating
PepsiCo: 1-Year and 5-Year Forecast Outlook and Rating
PepsiCo has a published No Action - Keep Monitoring consensus AI recommendation, based on 12 AI analysts.
The 1-year target is $141 for , with -2.42% expected return (-0.18% including net dividends) and a PARTIALLY SELL rating.
The 5-year target is $164 for , with +14.00% expected return (+27.80% including net dividends) and a NEUTRAL rating.
Original price anchor: USD 144, as of 2 Jul 2026.
Dividend calculation details
Recorded net dividend yield assumption: 2.30% per year, assumed constant and compounded over the remaining horizon. This is a model assumption, not a personal after-tax yield.
PepsiCo Published Insight
The Hidden Structural Vulnerabilities Threatening a Premier Defensive Dividend Aristocrat
While there is sharp divergence regarding long-term volume recovery, a high consensus warns that near-term petrochemical packaging inflation and biological demand shifts from weight-loss therapeutics present severe headwinds. Operational cost-cutting provides temporary earnings insulation, but exhausted pricing power threatens structural margin compression across the global distribution network.
How were the Investment Thesis and Forecasts created?
12 AI advisors, guided by 8 analytical frameworks, contribute to the deep analysis by iPulse AI Engine.
Ray Dalio (Strategist)
Machiavelli (Insider)
Superintelligence (Anthropologist)
Warren Buffett (Value Purist)
J.P. Morgan (Titan)
Sherlock Holmes (Whistleblower)
Elon Musk (Visionary)
Michael Burry (Vulture)
Ran across these frontier AI models
Google Gemini 3.1 Pro
Original published analysis. Audit published forecasts in full transparency
Full published thesis
PepsiCo: Investment Thesis Summary
If you invested $10,000 in PepsiCo at the forecast anchor (2026-07-02): $12,773 in five years versus $14,069 for S&P 500 benchmark.
Original forecast illustration using the publication anchor and recorded dividend assumption.
* Return is calculated incl. 2.3% net dividend yield for PepsiCo.
The asset is transitioning from a price-led growth cycle to a structurally constrained volume and efficiency regime. While defensive capital flows provide a valuation floor, the confluence of exhausted pricing elasticity, elevated petrochemical packaging costs from geopolitical supply-chain disruptions, and secular biological demand destruction from weight-loss therapeutics threatens structural multiple compression. The core investment thesis hinges on whether aggressive operational cost-cutting and strategic portfolio pivots can outpace this systemic margin squeeze.
Key insights
- Frito-Lay's dominant shelf space and direct-store-delivery network provide a robust physical moat and defensive cash-flow insulation.
- Mass adoption of oral weight-loss therapeutics represents a permanent, non-linear contraction in the addressable market for calorie-dense snacks.
- Geopolitical supply shocks structurally elevate packaging and freight inputs, creating a persistent gross margin squeeze.
- Aggressive operational restructuring and AI-driven logistics optimization temporarily buffer earnings but cannot offset long-term volume decay.
- Elevated risk-free rates mathematically compress the valuation multiples of low-growth defensive equities, limiting upside potential.
- Strategic capital allocation must pivot toward high-margin functional nutrition and prebiotic acquisitions to neutralize secular headwinds.
- Sharp divergence exists between expectations of steady compounding and forecasts of a structural de-rating as pricing power exhausts.
Quarterly Forecast Scenarios
PepsiCo: 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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| Quarter | Bear case (USD) | Base case (USD) | Bull case (USD) | S&P 500 benchmark (USD) |
|---|---|---|---|---|
| $133 | $141 | $150 | $736 | |
| $125 | $139 | $153 | $724 | |
| $120 | $140 | $158 | $714 | |
| $117 | $141 | $161 | $723 | |
| $115 | $140 | $166 | $717 | |
| $115 | $141 | $174 | $738 | |
| $117 | $142 | $177 | $747 | |
| $118 | $144 | $183 | $772 | |
| $115 | $146 | $190 | $783 | |
| $112 | $147 | $194 | $807 | |
| $109 | $148 | $190 | $823 | |
| $104 | $149 | $197 | $846 | |
| $106 | $151 | $203 | $853 | |
| $103 | $152 | $209 | $883 | |
| $101 | $155 | $214 | $900 | |
| $96.8 | $157 | $220 | $923 | |
| $97.8 | $157 | $224 | $936 | |
| $94.8 | $161 | $233 | $952 | |
| $92.9 | $162 | $238 | $976 | |
| $89.2 | $164 | $245 | $1,002 |
Show remaining 18 quartersShow first 2 quarters only
All 20 quarters are displayed in the table above.
PepsiCo Stock Analysis & Scenarios Deep Dive
The market crowd and mainstream media view the asset as an impenetrable, all-weather dividend aristocrat capable of effortlessly passing input cost inflation to consumers. The prevailing sell-side narrative dismisses recent volume softness as a temporary cyclical blip rather than a structural ceiling, anchoring to historical consumer resilience. Analysts widely believe that scale, brand equity, and recent price rollbacks will easily arrest any volume bleed and protect margins. The threat of weight-loss medications is largely downplayed as an overblown media trend, with the market assuming the company's premium valuation multiple remains entirely secure.
PepsiCo: Alpha Gap & Repricing Catalysts
Market Narrative
What does the market currently expect? The market crowd and mainstream media view the asset as an impenetrable, all-weather dividend aristocrat capable of effortlessly passing input cost inflation to consumers. The prevailing sell-side narrative dismisses recent volume softness as a temporary cyclical blip rather than a structural ceiling, anchoring to historical consumer resilience. Analysts widely believe that scale, brand equity, and recent price rollbacks will easily arrest any volume bleed and protect margins. The threat of weight-loss medications is largely downplayed as an overblown media trend, with the market assuming the company's premium valuation multiple remains entirely secure.
Alpha Gap
What is the biggest difference between market expectations and our AI forecasts? The core alpha gap lies in the market's failure to recognize that pricing power is fundamentally exhausted just as structural inflation accelerates. While the crowd celebrates short-term volume stabilization and accounting-driven earnings spikes, forensic analysis reveals a severe margin trap. The company is forced to slash shelf prices to combat volume decay from weight-loss drugs and private-label competition, precisely as geopolitical shocks drive up packaging and freight costs. The market continues to price the asset at a premium multiple based on peak operating margins, ignoring the structural shift from a cycle winner to a margin-squeezed cycle victim. The true variant perception is that the biological moat is evaporating, and the premium multiple is mathematically unsustainable in a high-rate environment.
Repricing Catalyst
What could make the market recognize and close that gap? The convergence catalyst will be the upcoming quarterly earnings releases in late 2026. These reports will expose the direct hit of elevated packaging and transpacific freight costs on the cost of goods sold, proving that recent price cuts failed to generate enough volume growth to offset soaring input expenses. Once management is forced to lower forward margin guidance and exhaust its short-term cost-cutting levers, the illusion of perpetual pricing power will shatter, forcing a rapid multiple compression that the market cannot ignore.
PepsiCo: Sentiment and Timing
What do sentiment, volatility, and the market-recognition cycle suggest about the thesis timing?
Cycle Position: Reversal
The thesis is unwinding and reflexive decline is underway.
Regime Read
Sentiment is divided between long-term compounding optimists who see low volatility and early discovery, and structural bears who anticipate a sharp reversal. While some view the asset as a safe-haven anchor, others expect multiple compression as high interest rates compete with dividend yields.
Macro Regime Fit
Does the current market environment support the thesis? The macroeconomic regime presents a severe headwind for this asset. A structurally hawkish central bank keeping interest rates higher-for-longer directly penalizes high-debt, low-growth dividend proxies by making risk-free yields highly competitive. Simultaneously, geopolitical fragmentation and supply-chain shocks structurally elevate raw material, packaging, and logistics costs. Navigating collapsing consumer elasticity in a stagflationary environment strips away the company's historical defensive premium, making it highly vulnerable to persistent inflation and credit-spread widening.
Advisor Disagreement
What do our AI Advisors disagree about most? The primary disagreement across reports centers on the durability of the company's pricing power and the severity of the GLP-1 threat. Optimistic views emphasize a successful volume recovery driven by recent price rollbacks and prebiotic product acquisitions, arguing that the core snack moat remains unassailable. Conversely, bearish perspectives assert that pricing power is permanently broken, viewing recent volume stabilization as a temporary illusion masked by unsustainable cost-cutting. These divergent outlooks stem from differing assumptions regarding consumer price elasticity and the speed of weight-loss drug adoption.
PepsiCo: Critical Influencing Factors
Near-certain positive forcesTop Drivers & Tailwinds
Near-certain structural or operating forces that support the thesis. These forces are treated as part of the base case (more than 60% probability of occurrence). Impact columns are tailored to this asset class.
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| Driver / Tailwind | Category | Est. stock-price impact | Est. earnings impact | Why it matters |
|---|---|---|---|---|
| Frito-Lay Shelf Hegemony | Competitive Positioning | +18% | +15% | The company's snack division commands an absolute shelf-space monopoly and immense pricing power. This structural dominance allows it to pass through rising input costs to consumers, protecting return on equity and ensuring that even if volume stagnates, revenue and operating income continue their upward march. |
| Aggressive Operational Cost-Cutting | Operational Efficiency | +10% | +12% | Management is executing aggressive restructuring, facility closures, and AI-driven logistics optimization to defend operating margins. This cost discipline temporarily manufactures bottom-line growth and protects short-term earnings, providing a buffer for the stock as volume trends normalize. |
| Defensive Yield Attraction | Capital Allocation | +8% | +2% | A multi-decade track record of dividend growth and consistent share repurchases provides a strong synthetic floor for the stock. In a volatile macro environment, these reliable capital returns attract risk-averse institutional flows and passive dividend-seeking capital, buffering the asset against severe multiple compression. |
| Emerging Market Caloric Expansion | Competitive Positioning | +6% | +8% | While developed markets face volume stagnation, the emerging middle class in regions like Latin America and Asia-Pacific drives absolute volume growth. This demographic tailwind provides a critical counterbalance to domestic volume decay, leveraging a massive international footprint to support baseline earnings power. |
Near-certain negative forcesTop Frictions & Headwinds
Near-certain headwinds that can 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 tailored to this asset class.
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| Friction / Headwind | Category | Est. stock-price impact | Est. earnings impact | Why it matters |
|---|---|---|---|---|
| GLP-1 Structural Volume Drag | Innovation And Product | -18% | -15% | The rapid adoption of oral GLP-1 weight-loss medications represents an existential threat to calorie-dense snacks and sugary beverages. This biological shift permanently shrinks the addressable market, forcing the company into a defensive posture and impairing the long-term volume growth algorithm. |
| Pricing Power Exhaustion | Macroeconomic And Macrofinancial | -15% | -15% | Years of aggressive price hikes have pushed consumers to their elasticity limits, causing a severe volume contraction. The company can no longer use price increases to mask volume weakness, forcing defensive price cuts that destroy operating leverage and cap top-line growth. |
| Hormuz Input Cost Squeeze | Macroeconomic And Macrofinancial | -12% | -12% | Geopolitical supply-chain disruptions have spiked the costs of polyethylene packaging, freight, and agricultural inputs. Because pricing power is exhausted, the company must absorb these inflationary shocks internally, resulting in a persistent squeeze on gross margins. |
| Warsh Fed Multiple Compression | Macroeconomic And Macrofinancial | -10% | -4% | A higher-for-longer interest rate environment structurally compresses the premium valuation multiples of low-growth dividend aristocrats. As risk-free Treasury yields remain elevated, the relative appeal of the company's dividend yield diminishes, exerting mechanical downward pressure on the stock price. |
PepsiCo: What Could Break or Accelerate the Thesis
Plausible downside scenariosTail Risks
Tail yet plausible downside scenarios selected for their highest potential impact.
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| Tail scenario | Chance of Occurring | Stock Price Impact | Why plausible / what changes |
|---|---|---|---|
| Mass Oral GLP-1 Subsidization | 35% | -30% | Government subsidization of oral weight-loss medications could trigger rapid, frictionless mass adoption. This would cause an irreversible, catastrophic cliff-dive in global snack and beverage volumes, permanently destroying the core margin engine. |
| Severe Regulatory Crackdown | 25% | -20% | Coordinated global government intervention, such as aggressive sugar taxes, marketing bans, or single-use plastic bans, would permanently impair the unit economics of the portfolio, breaking pricing power and destroying long-term intrinsic value. |
Plausible upside scenariosTail Opportunities
Tail yet plausible upside scenarios selected for their highest potential impact.
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| Tail scenario | Chance of Occurring | Stock Price Impact | Why plausible / what changes |
|---|---|---|---|
| Strategic Health & Wellness Acquisition | 35% | +15% | A major, high-growth acquisition in the hydration, sports nutrition, or functional food space could fundamentally alter the company's growth trajectory. This would shift the narrative away from legacy snack stagnation and trigger immediate multiple expansion. |
| Rapid Commodity Normalization | 30% | +12% | A sudden resolution of geopolitical conflicts could crash polyethylene, freight, and fertilizer costs back to historical baselines. This unexpected deflationary tailwind would flow directly to the bottom line, driving a powerful gross margin expansion. |
Company Financial AnalysisPepsiCo: 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. View latest PepsiCo financials here.
Earnings and financials
Financial reports show a clear split in how experts view the company's future earnings. On one hand, recent results highlight a worrying drop in sales, with revenue falling in early 2026. This suggests that shoppers are tired of high prices, forcing the company to cut prices on popular snacks to win back customers. While net income temporarily jumped due to aggressive cost-cutting, critics warn this is a short-term trick that cannot last. On the other hand, supporters point to strong cash flow and a very high return on equity as proof of financial health. They believe the company can easily handle these challenges. Ultimately, the big disagreement is whether the company can keep growing its profits when it can no longer easily raise prices on everyday shoppers.
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 93.9B | USD 8.2B | USD 7.7B |
| 2024 | USD 91.9B | USD 9.6B | USD 7.2B |
| 2023 | USD 91.5B | USD 9.1B | USD 7.9B |
| 2022 | USD 86.4B | USD 8.9B | USD 5.6B |
| 2021 | USD 79.5B | USD 7.6B | USD 7B |
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 | 25.7x | TTM | Native | USD / USD |
| 2024 | 21.9x | TTM | Native | USD / USD |
| 2023 | 25.8x | TTM | Native | USD / USD |
| 2022 | 28.1x | Annual | Native | USD / USD |
| 2021 | 31.7x | 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's profit margins are currently at a crossroads, sparking intense debate among analysts. Historically, the business has enjoyed excellent gross margins. However, keeping these margins high is becoming much harder. The company is caught in a tight squeeze: it has had to cut prices on key snack brands to keep shoppers from switching to cheaper store brands, while its own costs for plastic packaging and shipping are soaring due to global supply chain issues. Some experts believe that automated factories and cost-cutting will successfully protect profit margins. Others argue that margin compression is inevitable because the company can no longer pass rising costs onto cash-strapped consumers. If margins shrink, the stock's premium valuation will likely fall, making it a key area for investors to watch closely.
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 13.5B | 14.4% | 8.8% |
| 2024 | USD 12.9B | 14.0% | 10.4% |
| 2023 | USD 12B | 13.1% | 9.9% |
| 2022 | USD 11.5B | 13.3% | 10.3% |
| 2021 | USD 11.2B | 14.0% | 9.6% |
Balance sheet and leverage
The company's balance sheet is highly leveraged, meaning it carries a large amount of debt compared to its equity. While this setup worked well when interest rates were near zero, it is becoming a bigger challenge now that rates are higher. On the positive side, all reports agree that the company's massive cash flow provides a strong safety net, ensuring it can easily pay its interest and keep up its famous dividend streak. However, there is concern about the future. As older, cheaper debt matures, the company will have to borrow at much higher interest rates, which will eat into its profits. This heavy debt load also limits the company's ability to make big, game-changing acquisitions of healthier brands. While the balance sheet is safe from failing, it acts as a financial straightjacket that limits future growth.
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 | Reported net cash / (debt) | Debt less (cash + short-term investments), calculated | Current ratio |
|---|---|---|---|---|---|
| 2025 | USD 49.9B | USD 9.5B | USD 40.7B net debt | USD 40.4B | 0.85x |
| 2024 | USD 44.9B | USD 9.3B | USD 36.4B net debt | USD 35.7B | 0.82x |
| 2023 | USD 44.7B | USD 10B | USD 35B net debt | USD 34.7B | 0.85x |
| 2022 | USD 39.6B | USD 5.3B | USD 34.1B net debt | USD 34.2B | 0.80x |
| 2021 | USD 40.8B | USD 6B | USD 35.2B net debt | USD 34.8B | 0.83x |
Reported net debt retains the source definition, which can deduct cash alone. Cash plus short-term investments is broader liquidity; the separately calculated column subtracts that full amount from total debt for the same fiscal period and currency. Reported net debt below zero is displayed as net cash. Current ratio is current assets divided by current liabilities.
Capex and investment intensity
The company's spending on its business, known as capex, is currently focused on protecting what it already owns rather than expanding. Most reports agree that spending is holding steady as a percentage of revenue. However, there is a major disagreement on what this spending means for the future. Some experts view the closure of several distribution centers as a smart move to cut waste and boost efficiency through automation and digital technology. Others see these closures as a sign of retreat, suggesting the company is shrinking its footprint because it expects lower sales. While the company is investing in automated warehouses and healthier product lines, this heavy spending is defensive. It is designed to help the company survive new health trends and high shipping costs, rather than driving exciting new growth for long-term investors.
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 4.4B | -- |
| 2024 | USD 5.3B | USD 813M |
| 2023 | USD 5.5B | USD 804M |
| 2022 | USD 5.2B | USD 771M |
| 2021 | USD 4.6B | USD 752M |
Published advisor perspectivesPepsiCo: Individual AI Advisor Ratings and Forecasts
Targets and returns use each advisor’s original forecast anchor and this publication’s dividend assumption. Original model ratings are shown separately; no new horizon rating or voting weight is inferred.
This publication records the participating advisors below. Synthesizer opinion weights were not recorded; no allocation is inferred.
All 12 opinions
Ray Dalio AI
- Framework:
- The Strategist
- Mode:
- AI RESEARCHER
- AI model:
Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: PARTIALLY SELL.
The 1-year target is $141 for , with -2.17% expected return (+0.08% including net dividends). The 5-year target is $181 for , with +25.23% expected return (+40.31% including net dividends).
Niccolo Machiavelli AI
- Framework:
- The Insider
- Mode:
- AI RESEARCHER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: PARTIALLY SELL.
The 1-year target is $138 for , with -4.07% expected return (-1.86% including net dividends). The 5-year target is $141 for , with -2.31% expected return (+9.46% including net dividends).
Superintelligence AI
- Framework:
- The Anthropologist
- Mode:
- AI THINKER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: PARTIALLY SELL.
The 1-year target is $133 for , with -7.83% expected return (-5.71% including net dividends). The 5-year target is $116 for , with -19.29% expected return (-9.57% including net dividends).
Warren Buffett AI
- Framework:
- The Value Seeker
- Mode:
- AI THINKER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: BUY.
The 1-year target is $161 for , with +11.45% expected return (+14.01% including net dividends). The 5-year target is $245 for , with +70.06% expected return (+90.54% including net dividends).
J.P. Morgan AI
- Framework:
- The Titan
- Mode:
- AI THINKER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: BUY.
The 1-year target is $154 for , with +7.08% expected return (+9.54% including net dividends). The 5-year target is $218 for , with +51.07% expected return (+69.26% including net dividends).
Sherlock Holmes AI
- Framework:
- The Whistleblower
- Mode:
- AI RESEARCHER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: PARTIALLY SELL.
The 1-year target is $125 for , with -13.31% expected return (-11.31% including net dividends). The 5-year target is $127 for , with -11.78% expected return (-1.16% including net dividends).
Elon Musk AI
- Framework:
- The Visionary
- Mode:
- AI RESEARCHER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: SELL ALL.
The 1-year target is $128 for , with -11.48% expected return (-9.44% including net dividends). The 5-year target is $108 for , with -25.46% expected return (-16.48% including net dividends).
Elon Musk AI
- Framework:
- The Visionary
- Mode:
- AI THINKER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: SELL ALL.
The 1-year target is $130 for , with -9.77% expected return (-7.69% including net dividends). The 5-year target is $89.2 for , with -38.14% expected return (-30.69% including net dividends).
Warren Buffett AI
- Framework:
- The Value Seeker
- Mode:
- AI RESEARCHER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: BUY.
The 1-year target is $159 for , with +10.36% expected return (+12.89% including net dividends). The 5-year target is $222 for , with +54.03% expected return (+72.57% including net dividends).
Ray Dalio AI
- Framework:
- The Strategist
- Mode:
- AI THINKER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: NEUTRAL.
The 1-year target is $141 for , with -2.17% expected return (+0.08% including net dividends). The 5-year target is $190 for , with +32.06% expected return (+47.96% including net dividends).
Superintelligence AI
- Framework:
- The Anthropologist
- Mode:
- AI RESEARCHER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: BUY.
The 1-year target is $161 for , with +11.45% expected return (+14.01% including net dividends). The 5-year target is $216 for , with +49.98% expected return (+68.04% including net dividends).
Michael Burry AI
- Framework:
- The Vulture
- Mode:
- AI RESEARCHER
- AI model:
- Google Gemini 3.1 Pro · (February 01, 2026) Preview Release
Original advisor rating: SELL ALL.
The 1-year target is $117 for , with -18.64% expected return (-16.77% including net dividends). The 5-year target is $120 for , with -17.11% expected return (-7.13% including net dividends).
References & Context
Research Provenance
Analysis generated by iPulse AI Engine v6 using recorded market data, operating under the editorial standards and supervision of Russlan Ramdowar, Editor-in-Chief.
External references below are sources recorded by the researcher agents for this PepsiCo 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.
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
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.
Archived context covering 2025-01-01 to 2025-12-31. Its recorded scope includes technology and capital cycle; trade and industrial policy; monetary policy. Selected highlights reflect the analysis cutoff, not current world conditions.
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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.
| Selected highlights from this archived snapshot | 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
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.
Archived context covering 2026-01-01 to 2026-05-31. Its recorded scope includes geopolitics and energy; monetary policy; technology and capital expenditure. Selected highlights reflect the analysis cutoff, not current world conditions.
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It supplied dated market and policy context, including rates, sovereign yields, equities, foreign exchange, energy, metals, and digital assets, for the forecast generation workflow.
| Selected highlights from this archived snapshot | 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 Passed as Input to the Models
Time range: Annual fiscal periods: 2007-01-01–2026-01-01, 20 periods; Quarterly fiscal periods: 2023-06-30–2026-03-31, 12 periods.
Currencies cited: USD (quote USD; primary reporting USD; converted/valuation USD).
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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