AI Consensus Investment Thesis
Fiverr International (FVRR) Stock Forecast and AI Rating
Forecast targets and rating
Final recommendation
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Only one horizon is positive; wait for broader confirmation.
1-Year
BUY$12
+38.8%5-Year
NEUTRAL$20
+125.0%Latest flagship insight
Extreme Cash Flow Yield Shields Digital Marketplace From Generative Automation Moat
There is high consensus that extreme free cash flow yields and aggressive share buybacks provide a robust valuation floor, despite sharp divergence regarding long-term structural disruption from generative automation. While low-end tasks face severe contraction, upmarket enterprise pivots and zero-debt balance sheets offer significant defensive insulation.
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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The overarching investment thesis centers on a stark valuation dislocation where a high-conviction cash-flow engine is priced for immediate operational collapse. While generative automation structurally cannibalizes low-tier transactional volume, the platform's transition to high-ticket enterprise workflows and AI orchestration stabilizes the top line. Crucially, the capital structurecapital structureThe mix of debt and equity used to finance a business.View full glossary entry is completely de-risked following the extinguishment of all convertible debtconvertible debtDebt instruments convertible into equity, impacting balance sheet risk and potential shareholder dilution.View full glossary entry, leaving a pristine, zero-leverage balance sheetbalance sheetA financial statement showing assets, liabilities, and equity at a specific point in time.View full glossary entry. With a free cash flow yieldfree cash flow yieldFree cash flow divided by market value, showing cash generation relative to the asset price.View full glossary entry exceeding twenty-five percent, management's aggressive share repurchase program mechanically retires the floatfloatThe number of shares available for public trading in the market.View full glossary entry, driving substantial per-share value accretion independent of top-line growth. This setup provides sophisticated investors with a highly asymmetric risk-reward profile, where the downside is heavily insulated by tangible cash generation and the upside is driven by mechanical multiple expansionmultiple expansionAn increase in valuation ratios such as price-to-earnings or enterprise-value-to-sales.View full glossary entry or private equity interest.
Key insights
- Aggressive capital allocationcapital allocationThe decision process for directing capital among operations, investment, acquisitions, debt repayment, dividends, and share repurchases.View full glossary entry via double-digit buyback yields establishes a powerful, non-fundamental price floor.
- Upmarket pivot to complex, high-ticket projects and AI operator management cushions low-end task churn.
- Pristine, debt-free balance sheetbalance sheetA financial statement showing assets, liabilities, and equity at a specific point in time.View full glossary entry eliminates refinancing riskrefinancing riskThe danger that a company cannot replace maturing debt obligations with new financing under favorable terms.View full glossary entry and provides immense defensive insulation in high-rate regimes.
- Structural risk of negative working capitalworking capitalShort-term operating capital measured as current assets minus current liabilities.View full glossary entry unwinding if active buyer contraction accelerates beyond critical thresholds.
- Potential valuation unlock via private equity take-private arbitrage or strategic enterprise acquisition.
- Severe macroeconomic headwindsmacroeconomic headwindsBroad economic forces that can slow activity, weaken demand, or pressure financial performance.View full glossary entry from stagflationary pressuresstagflationary pressuresEconomic pressures created when weak growth and persistent inflation occur together.View full glossary entry constrain small-to-medium business discretionary budgets.
- Sharp divergence exists between terminal valueterminal valueThe present value of all future cash flows beyond the explicit forecast period.View full glossary entry-trap assumptions and sustainable cash-harvesting timelines.
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 dominant market narrative frames the platform as a terminal value trapterminal value trapA valuation risk where most estimated value depends on weak or unrealistic long-term assumptions.View full glossary entry destined for obsolescence due to generative artificial intelligenceartificial intelligenceComputer systems designed to perform tasks that ordinarily require human perception, reasoning, learning, language, or decision-making.View full glossary entry. The crowd and financial media believe that advanced large language models will completely automate the digital gig economy, rendering human freelancers obsolete. Sell-side research focuses heavily on shrinking active buyer counts and negative short-term revenue growth, anchoring their pessimistic views to pandemic-era peaks. Consequently, the conventional consensus assumes the current distressed valuationdistressed valuationA depressed valuation level caused by high perceived risk, weak confidence, or financial stress.View full glossary entry is merely a step on an inevitable path to zero, ignoring the underlying cash flow dynamics and treating the business as a walking corpse.
Alpha Gap
What is the biggest difference between market expectations and our AI forecasts? The core information gap lies in the market's systematic conflation of top-line volume decay with immediate cash-flow destruction. While the crowd panics over AI task automation, they overlook the structural demand shift toward high-margin AI operators and human-in-the-loop verification. More critically, the market misprices the capital structurecapital structureThe mix of debt and equity used to finance a business.View full glossary entry. At a sub-four-hundred-million-dollar market capitalizationmarket capitalizationThe market value of an asset or company, commonly calculated for a company as share price multiplied by shares outstanding.View full glossary entry, the company generates over one hundred million dollars in trailing 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 with zero debt. This represents an extraordinary twenty-six percent free cash flow yieldfree cash flow yieldFree cash flow divided by market value, showing cash generation relative to the asset price.View full glossary entry. The crowd fails to realize that a debt-free business executing double-digit share buybacks does not require explosive growth to deliver massive equity accretion; simple survival and rational capital allocationcapital allocationThe decision process for directing capital among operations, investment, acquisitions, debt repayment, dividends, and share repurchases.View full glossary entry mathematically guarantee substantial returns at these distressed multiples.
Repricing Catalyst
What could make the market recognize and close that gap? The primary catalyst to force convergence is the relentless execution of the massive share repurchase program, which will systematically shrink the public floatfloatThe number of shares available for public trading in the market.View full glossary entry and drive per-share metrics higher. This mechanical supply shocksupply shockSupply shock is a sudden disruption to the availability or cost of essential inputs that reduces output and often raises prices.View full glossary entry will be accompanied by a stabilization in gross merchandise valuegross merchandise valueGross merchandise value (GMV) measures the total sales value of goods sold through a marketplace or platform before deductions.View full glossary entry and active buyer churn, expected within the next twelve to eighteen months. As quarterly 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 remains durably robust despite flat revenues, systematic value funds and quantitative allocators will be forced to re-rate the stock. Additionally, the extreme cash yield makes the company an attractive target for a private equity take-private transaction, which would instantly close the valuation gapvaluation gapThe difference between a market price and an analyst's estimate of intrinsic value.View full glossary entry.
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 overwhelming consensus that the asset is in a state of capitulation with extreme fear and high expected volatility, minor disagreement exists regarding the cycle position. A few perspectives suggest the asset is undergoing a reversal or stabilization phase, reflecting differing views on whether the negative sentiment has fully peaked or if further downward pressure remains.
Macro Regime Fit
Does the current market environment support the thesis? The macroeconomic backdrop presents a dual-edged setup. The restrictive monetary policy, characterized by higher-for-longer interest rates, and stagflationary pressuresstagflationary pressuresEconomic pressures created when weak growth and persistent inflation occur together.View full glossary entry from energy shocksenergy shockA sudden disruption or price change in energy markets that affects inflation, demand, and operating costs.View full glossary entry act as severe headwinds for small-to-medium business discretionary budgets, directly constraining platform transaction volumes. However, this capital-starved environment serves as a powerful tailwind for the company's specific financial profile. In a regime where expensive capital penalizes speculative, debt-laden growth companies, a self-funding entity with zero leverage and a twenty-six percent free cash flow yieldfree cash flow yieldFree cash flow divided by market value, showing cash generation relative to the asset price.View full glossary entry becomes highly defensive. The macro environmentmacro environmentThe combination of growth, inflation, interest rates, policy, and liquidity shaping economic conditions.View full glossary entry pressures top-line growth but strongly validates the company's valuation resilience and survival capability.
Advisor Disagreement
What do our AI Advisors disagree about most? The primary disagreement across the reports centers on the long-term viability of the business model. One faction views the platform as a terminal value trapterminal value trapA valuation risk where most estimated value depends on weak or unrealistic long-term assumptions.View full glossary entry where generative automation will eventually render even high-ticket human curation obsolete, leading to a structural collapse in cash flows. Conversely, another faction argues that the asset is a highly resilient cash cow whose downside is completely protected by a debt-free balance sheetbalance sheetA financial statement showing assets, liabilities, and equity at a specific point in time.View full glossary entry and aggressive share buybacks. These divergent outlooks stem from differing assumptions regarding the speed of AI capability gains and the sustainability of the negative working capitalworking capitalShort-term operating capital measured as current assets minus current liabilities.View full glossary entry floatfloatThe number of shares available for public trading in the market.View full glossary entry.
Base-Case Forces
Near-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 Retirement | Capital Allocation | +45% | +30% | Management's execution of a double-digit net buyback yield, funded 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, systematically retires the outstanding floatfloatThe number of shares available for public trading in the market.View full glossary entry. This aggressive capital return programcapital return programA planned policy for distributing capital to shareholders through dividends, repurchases, or similar actions.View full glossary entry acts as a mechanical floor under the stock price, driving per-share metrics higher and decoupling the valuation from stagnant top-line growth. |
| Upmarket AI-Augmented Pivot | Innovation And Product | +30% | +20% | The platform's strategic shift toward high-value enterprise tiers and AI orchestration services, such as specialized prompt engineering and complex workflow management, successfully offsets low-end task churn. This transition increases average spend per buyer and defends the platform's core take-rate. |
| Structural Cost Rationalization | Operational Efficiency | +20% | +25% | Aggressive cost discipline, including corporate restructuring and overhead automation, maintains gross marginsgross marginsThe percentage of revenue remaining after deducting the direct costs of producing goods sold.View full glossary entry above eighty percent and free cash flow marginsfree cash flow marginsThe percentage of revenue converted into cash after accounting for capital expenditures and operating costs.View full glossary entry near twenty-four percent. This operating leverageoperating leverageThe sensitivity of operating profit to changes in revenue caused by the mix of fixed and variable costs.View full glossary entry ensures that any stabilization in transaction volume translates directly to bottom-line cash generation. |
| Fortress Balance Sheetfortress balance sheetA financial position with high liquidity and low debt, providing resilience against market volatility.View full glossary entry Resilience | Macroeconomic And Macrofinancial | +15% | +5.0% | The complete extinguishment of convertible debtconvertible debtDebt instruments convertible into equity, impacting balance sheet risk and potential shareholder dilution.View full glossary entry has left the company with zero structural leverage and abundant liquidity. This pristine balance sheetbalance sheetA financial statement showing assets, liabilities, and equity at a specific point in time.View full glossary entry eliminates refinancing risks in a high-rate environment, providing a long runway to adapt to technological shifts. |
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 |
|---|---|---|---|---|
| Agentic AIagentic aiAutonomous artificial intelligence systems capable of performing complex tasks and decision-making without constant human intervention.View full glossary entry Task Substitution | Innovation And Product | -45% | -40% | The rapid advancement of autonomous large language models poses an existential threat to low-tier, highly commoditized gigs like basic copywriting, translation, and simple design. This structural automation permanently cannibalizes transaction volumes and pressures aggregate revenue growth. |
| Active Buyer Contraction | Competitive Positioning | -25% | -25% | The platform faces a steady decline in active buyers as small businesses bypass human freelancers in favor of direct AI software interfaces. This structural defection weakens network effectsnetwork effectA phenomenon where a product gains value as more users join the platform.View full glossary entry and threatens long-term marketplace liquidity. |
| SMB Macroeconomic Squeeze | Macroeconomic And Macrofinancial | -20% | -20% | High borrowing costs, sticky inflation, and energy-driven stagflationary pressuresstagflationary pressuresEconomic pressures created when weak growth and persistent inflation occur together.View full glossary entry disproportionately harm small-to-medium businesses, which form the core customer base. Squeezed operating marginsoperating marginsOperating profit as a percentage of revenue after operating expenses, before interest and taxes.View full glossary entry force these clients to slash discretionary marketing and freelance budgets. |
| Pessimistic Valuation Overhang | Sector And Industry | -15% | -5.0% | Deep-seated market skepticism and a persistent "melting ice cube" narrative surrounding freelance marketplaces act as a psychological ceiling on multiple expansionmultiple expansionAn increase in valuation ratios such as price-to-earnings or enterprise-value-to-sales.View full glossary entry. Institutional capitalinstitutional capitalCapital managed by professional institutions such as pension funds, insurers, sovereign funds, endowments, or asset managers.View full glossary entry remains hesitant to allocate to the asset, limiting valuation recovery. |
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 |
|---|---|---|---|---|
| Total Autonomous Labor Substitution | 30% | -60% | Innovation And Product | Next-generation artificial intelligenceartificial intelligenceComputer systems designed to perform tasks that ordinarily require human perception, reasoning, learning, language, or decision-making.View full glossary entry models achieve zero-shot, flawless execution across complex coding, design, and writing workflows. This eliminates the need for human-in-the-loop verification, causing a catastrophic collapse in platform transaction volumes and rendering the upmarket pivot obsolete. |
| Working Capitalworking capitalShort-term operating capital measured as current assets minus current liabilities.View full glossary entry FloatfloatThe number of shares available for public trading in the market.View full glossary entry Collapse | 40% | -45% | Capital Allocation | A sudden, non-linear acceleration in active buyer churn forces a rapid unwind of the upfront escrow cash floatfloatThe number of shares available for public trading in the market.View full glossary entry. This working capitalworking capitalShort-term operating capital measured as current assets minus current liabilities.View full glossary entry reversal causes reported 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 to turn sharply negative, destroying the primary metric anchoring value investors and triggering panic selling. |
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 |
|---|---|---|---|---|
| Private Equity Take-Private Buyout | 35% | +65% | Capital Allocation | A financial sponsor or private equity consortium recognizes the massive arbitrage between the depressed market capitalizationmarket capitalizationThe market value of an asset or company, commonly calculated for a company as share price multiplied by shares outstanding.View full glossary entry and 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 generation. Taking the company private allows them to harvest cash flows away from public market AI scrutiny, offering an immediate premium. |
| AI Orchestration Platform Breakthrough | 25% | +60% | Innovation And Product | The successful launch of a proprietary AI-agent marketplace where enterprise clients deploy and manage complex autonomous networks. This transition shifts the platform from a human-labor marketplace to an AI-agent hub, reigniting double-digit revenue growth and expanding the addressable marketaddressable marketAddressable market is the portion of the broader market that a business can realistically target with its offering, geography, and distribution.View full glossary entry. |
Company Financial Analysis
Fiverr International 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
The analyzed reports agree that the company's top-line revenue growth has stalled, turning slightly negative due to intense competition from artificial intelligence and a general slowdown in small business spending. However, there is strong consensus that the company's cash generation remains exceptionally healthy, with over one hundred million dollars in annual free cash flow. The main disagreement lies in the future outlook of this cash flow. Some perspectives warn that the high cash flow is a temporary illusion supported by upfront customer payments that will disappear as the customer base shrinks. Others believe that aggressive cost-cutting and massive share buybacks will successfully protect and grow earnings per share over the long term. Overall, while the sales numbers are weak, the actual cash being generated provides a strong safety net for investors.
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 430.9M | USD 21M | USD 103.9M |
| 2024 | USD 391.5M | USD 18.2M | USD 81.8M |
| 2023 | USD 361.4M | USD 3.7M | USD 82.1M |
| 2022 | USD 337.4M | USD -71.5M | USD 27.7M |
| 2021 | USD 297.7M | USD -65M | USD 35.5M |
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 | 34.5x | TTM | Native | USD / USD |
| 2024 | 67.7x | TTM | Native | USD / USD |
| 2023 | >100x | TTM | Native | USD / USD |
| 2022 | -- | Annual | Loss-making | USD / USD |
| 2021 | -- | Annual | Loss-making | 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 reports highlight that the company maintains incredibly strong gross margins of over eighty percent, proving that its core platform remains highly efficient. However, there is a clear split in opinions regarding operating profitability. Some reports point out that operating margins are very low because the company must spend heavily on marketing and research to defend itself against artificial intelligence. Other reports focus on the massive free cash flow margin of twenty-four percent, arguing that the company is incredibly cheap relative to the actual cash it brings in. The consensus is that while official accounting profits look weak, the actual cash margins are outstanding. The main clash is whether these high cash margins can be sustained as basic tasks are automated, or if rising costs to attract new customers will eventually squeeze profitability.
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 -1.2M | -0.3% | 4.9% |
| 2024 | USD -15.8M | -4.0% | 4.7% |
| 2023 | USD -15.1M | -4.2% | 1.0% |
| 2022 | USD -74.5M | -22.1% | -21.2% |
| 2021 | USD -45.3M | -15.2% | -21.8% |
Balance sheet and leverage
There is unanimous agreement across all reports that the company's balance sheet is an absolute fortress. After successfully paying off its large convertible debt obligations, the company now carries virtually zero debt. This pristine financial health completely eliminates the risk of bankruptcy and protects the company from high interest rates. With plenty of cash on hand and a very healthy current ratio, the company is in a highly secure position. The reports agree that this financial strength gives management the unique ability to play offense, allowing them to use their cash to aggressively buy back shares and support the stock price. There is very little disagreement here, as all perspectives recognize that the debt-free balance sheet provides an exceptional safety net, making the company highly resilient to any economic downturns or sudden market shocks.
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 5M | USD 286.3M | USD 123.7M net cash | 1.94x |
| 2024 | USD 463.2M | USD 567.3M | USD 329.7M net debt | 1.10x |
| 2023 | USD 462.4M | USD 417.4M | USD 278.7M net debt | 2.89x |
| 2022 | USD 462.2M | USD 462M | USD 375.4M net debt | 3.17x |
| 2021 | USD 387.9M | USD 323.3M | USD 316.7M net debt | 2.48x |
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 extremely asset-light business model, meaning it does not need to spend much money on physical buildings or equipment. Capital expenditures are nearly non-existent, representing less than one percent of total revenue. Instead, the company's primary investments are made through research and development to integrate artificial intelligence and improve its online platform. The reports agree that this low spending requirement is a major advantage because it allows almost all of the company's cash to flow directly to shareholders. However, there is some disagreement on whether this low spending is a sign of efficiency or a dangerous lack of innovation. Some argue that starving the business of investment will lead to long-term obsolescence, while others believe relying on third-party technology is a smart way to save cash and maximize immediate returns.
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 647K | USD 90.7M |
| 2024 | USD 1.3M | USD 90.2M |
| 2023 | USD 1.1M | USD 90.7M |
| 2022 | USD 2.4M | USD 92.6M |
| 2021 | USD 2.6M | USD 79.3M |
Quarterly Forecast Scenarios
Fiverr International 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) |
|---|---|---|---|---|
| $9.9452 | $11.27 | $12.43 | $736.09 | |
| $8.7518 | $11.71 | $13.92 | $724.14 | |
| $8.2267 | $12.03 | $16.43 | $713.57 | |
| $7.0671 | $12.02 | $15.61 | $723.38 | |
| $7.4204 | $12.35 | $17.95 | $716.61 | |
| $6.6081 | $12.99 | $21.54 | $738.34 | |
| $6.0794 | $13.53 | $23.69 | $746.91 | |
| $5.7755 | $14.09 | $27.25 | $771.93 | |
| $5.4957 | $14.21 | $25.07 | $782.73 | |
| $5.111 | $14.75 | $27.07 | $807.31 | |
| $4.7532 | $15.15 | $29.78 | $822.72 | |
| $4.3766 | $15.46 | $30.97 | $846.10 | |
| $4.114 | $15.62 | $30.97 | $852.53 | |
| $3.9083 | $16.17 | $29.51 | $882.91 | |
| $3.79 | $16.82 | $30.99 | $900.46 | |
| $3.6005 | $16.96 | $32.43 | $922.67 | |
| $3.4108 | $17.46 | $33.07 | $935.91 | |
| $3.2403 | $18.26 | $34.73 | $952.30 | |
| $3.1106 | $18.85 | $35.77 | $976.28 | |
| $2.9551 | $19.51 | $36.49 | $1,002 |
Research Provenance
References & Context
This Fiverr International 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).