URLX
Development data

URLX Engine v0.4 · Research environment

URLX Valuation Research Lab

Candidate valuation structures investigated against the stored development history. URLX-FV-0.1 is not modified, no production valuation or snapshot is created, and no candidate is promoted. Research identifiers are RESEARCH-FV-A to RESEARCH-FV-E; URLX-FV-0.2 does not exist yet.

Illustrative / Development Data

Research environment

This is a research and simulation environment. URLX-FV-0.1 is the only production methodology and is not modified here. No production valuation, historical snapshot or methodology record is created or overwritten by anything on this page. Candidate models carry RESEARCH-FV-* identifiers, run on illustrative development data, and cannot replace the production methodology automatically. Monetization figures are labelled illustrative monetization scenarios and are not revenue.

Model comparisonAsset: amazon.com
ModelFair valueLowHighConfidenceTraffic sens.Revenue sens.Growth sens.Engagement sens.
BaselineRESEARCH-FV-A · BASELINE$1.82T$1.37T$2.28THIGH0.9%89.9%7.0%4.7%
Model BRESEARCH-FV-B$1.30T$974.77B$1.62THIGH12.8%78.0%6.8%4.7%
Model CRESEARCH-FV-C$1.55T$1.16T$1.94THIGH6.0%74.8%1.5%11.8%
Model DRESEARCH-FV-D$1.21T$904.84B$1.51THIGH9.2%77.5%6.6%6.4%
Model ERESEARCH-FV-E$73.11B$54.84B$91.39BHIGH89.3%1.0%1.6%5.0%

Sensitivity columns show each group's share of the model's measured valuation sensitivity. A model is not better merely because a share looks more even.

Candidate model under investigation63 assets · 331 observations
RESEARCH-FV-B — model configuration

Investigates whether traffic can carry economic value independently of the revenue currently realized.

RevenueTrafficRevenue GrowthTraffic GrowthURLX Score™
0.70

Share of value attributed to revenue already earned.

0.30

Share of value attributed to the audience the asset commands.

0.35

Illustrative monetization assumption used to express audience capacity in currency. Not observed revenue.

2.00

Annual revenue multiple applied at a URLX Score™ of zero.

4.00

Additional multiple added as the URLX Score™ rises to 100.

Sensitivity analysis — RESEARCH-FV-BMean Δ fair value · 63 assets
Input−20%−10%Base+10%+20%ElasticityShare
Traffic-2.80%-1.42%—+1.39%+2.75%0.14×11.6%
Monthly revenue-17.29%-8.65%—+8.66%+17.30%0.87×72.3%
Revenue growth-1.32%-0.66%—+0.58%+1.19%0.07×5.7%
Traffic growth-0.29%-0.17%—+0.08%+0.14%0.01×1.2%
Engagement-1.21%-0.64%—+0.52%+1.02%0.06×4.7%
Conversion0.00%0.00%—0.00%0.00%0.00×0.0%
Search growth-0.45%-0.20%—+0.09%+0.23%0.02×1.4%
Brand strength-0.85%-0.46%—+0.28%+0.64%0.04×3.1%

Input change → URLX Score™ change (hover a cell) → fair value change → percentage fair value change. The URLX Score™ is recalculated with the unchanged URLX-SC-0.1 methodology.

Driver sensitivity shareIndex 0.543 · HIGHLY CONCENTRATED
Monthly revenue72.3%

+10% input → +8.66% fair value · elasticity 0.87×

Traffic11.6%

+10% input → +1.39% fair value · elasticity 0.14×

Revenue growth5.7%

+10% input → +0.58% fair value · elasticity 0.07×

Engagement4.7%

+10% input → +0.52% fair value · elasticity 0.06×

Brand strength3.1%

+10% input → +0.28% fair value · elasticity 0.04×

Search growth1.4%

+10% input → +0.09% fair value · elasticity 0.02×

Traffic growth1.2%

+10% input → +0.08% fair value · elasticity 0.01×

Conversion0.0%

+10% input → 0.00% fair value · elasticity 0.00×

Sensitivity concentration index is the sum of squared driver shares. Below 0.25 is flagged balanced, 0.25–0.50 moderately concentrated, 0.50 and above highly concentrated. Lower concentration alone does not make a model correct.

Directionality testPotentially anomalous

485 of 504 checks behave as economically expected (96.2%). Higher revenue, traffic, engagement, conversion and growth should normally raise value.

  • Revenue growth · bestbuy.com2026-09-01

    A 20% rise lowers value by 0.24% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · bestbuy.com2026-09-01

    A 20% rise lowers value by 0.01% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · yandex.com2026-09-01

    A 20% rise lowers value by 0.08% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · zoom.com2026-09-01

    A 20% rise lowers value by 0.11% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · wayfair.com2026-09-01

    A 20% rise lowers value by 0.88% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · etsy.com2026-09-01

    A 20% rise lowers value by 0.03% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · dropbox.com2026-09-01

    A 20% rise lowers value by 0.06% while a 20% fall raises it — direction does not make economic sense.

  • Revenue growth · macys.com2026-09-01

    A 20% rise lowers value by 0.19% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · macys.com2026-09-01

    A 20% rise lowers value by 0.91% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · pizzahut.com2026-09-01

    A 20% rise lowers value by 0.02% while a 20% fall raises it — direction does not make economic sense.

  • Revenue growth · kohls.com2026-09-01

    A 20% rise lowers value by 0.38% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · kohls.com2026-09-01

    A 20% rise lowers value by 0.07% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · yelp.com2026-09-01

    A 20% rise lowers value by 0.10% while a 20% fall raises it — direction does not make economic sense.

  • Revenue growth · trivago.com2026-09-01

    A 20% rise lowers value by 0.34% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · trivago.com2026-09-01

    A 20% rise lowers value by 0.15% while a 20% fall raises it — direction does not make economic sense.

  • Revenue growth · overstock.com2026-09-01

    A 20% rise lowers value by 1.16% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · overstock.com2026-09-01

    A 20% rise lowers value by 0.16% while a 20% fall raises it — direction does not make economic sense.

  • Revenue growth · angi.com2026-09-01

    A 20% rise lowers value by 1.01% while a 20% fall raises it — direction does not make economic sense.

  • Traffic growth · angi.com2026-09-01

    A 20% rise lowers value by 0.17% while a 20% fall raises it — direction does not make economic sense.

URLX Digital Economic Potential™ — research readRESEARCH-FV-B

Realized performance

$4.60T

Audience capacity

$791.51B

Realized share of value

85.3%

Traffic is treated as potential economic capacity and revenue as realized economic performance. Traffic does not directly equal value: capacity is only expressed in currency through an illustrative monetization assumption, and it is reported separately from revenue that has actually been earned.

Illustrative monetization scenarioNot revenue

What amazon.com would represent if its audience were monetized at different illustrative levels.

Low monetization

$20.89B

$0.10 per visitor

Base monetization

$73.11B

$0.35 per visitor

High monetization

$250.68B

$1.20 per visitor

Annualised revenue actually recorded: $294.00B · Annual visits: 38.40B

Historical stability268 of 268 historical observations evaluable

Average

$2.10T

Median

$2.24T

Minimum

$412.01B

Maximum

$2.41T

Volatility

18.2%

Mean month-to-month

8.66%

Year-over-year

-80.81%

Aggregated candidate valuation of the development universe by period, recomputed from stored historical measurements. Historical snapshots hold traffic, revenue and the URLX Score™ only, so periods with missing inputs are reported rather than filled in.

Per-asset research valuation — RESEARCH-FV-Bvs baseline URLX-FV-0.1
AssetCompanyCandidate valueBaseline valueDifferenceDataConfidence
amazon.comAmazon.com, Inc. · AMZN$1.30T$1.82T-28.7%COMPLETEHIGH
google.comAlphabet Inc. · GOOGL$1.65T$1.52T+8.4%COMPLETEMEDIUM
walmart.comWalmart Inc. · WMT$400.31B$567.77B-29.5%COMPLETEMEDIUM
microsoft.comMicrosoft Corporation · MSFT$327.60B$455.28B-28.0%COMPLETEMEDIUM
uber.comUber Technologies · UBER$163.29B$231.40B-29.4%COMPLETEMEDIUM
netflix.comNetflix, Inc. · NFLX$164.50B$227.91B-27.8%COMPLETEHIGH
booking.comBooking Holdings · BKNG$95.98B$131.60B-27.1%COMPLETEMEDIUM
homedepot.comThe Home Depot, Inc. · HD$73.90B$103.58B-28.7%COMPLETEMEDIUM
paypal.comPayPal Holdings Inc. · PYPL$75.10B$96.93B-22.5%COMPLETEMEDIUM
target.comTarget Corporation · TGT$65.31B$91.12B-28.3%COMPLETEMEDIUM
salesforce.comSalesforce · CRM$62.10B$87.86B-29.3%COMPLETEMEDIUM
adobe.comAdobe · ADBE$59.41B$83.12B-28.5%COMPLETEMEDIUM
expedia.comExpedia Group · EXPE$52.17B$72.42B-28.0%COMPLETEMEDIUM
nike.comNIKE, Inc. · NKE$50.14B$70.79B-29.2%COMPLETEMEDIUM
baidu.comBaidu Inc. · BIDU$78.74B$66.35B+18.7%COMPLETEMEDIUM
doordash.comDoorDash · DASH$47.49B$66.27B-28.3%COMPLETEMEDIUM
bestbuy.comBest Buy Co., Inc. · BBY$47.00B$65.99B-28.8%COMPLETEMEDIUM
intuit.comIntuit Inc. · INTU$46.87B$64.86B-27.7%COMPLETEMEDIUM
airbnb.comAirbnb · ABNB$46.53B$63.38B-26.6%COMPLETEMEDIUM
costco.comCostco Wholesale Corporation · COST$44.29B$62.13B-28.7%COMPLETEMEDIUM
naver.comNAVER Corporation · NVR.KS$54.75B$56.32B-2.8%COMPLETEMEDIUM
ebay.comeBay · EBAY$42.46B$52.02B-18.4%COMPLETEMEDIUM
starbucks.comStarbucks · SBUX$32.30B$45.30B-28.7%COMPLETEMEDIUM
yandex.comNebius / Yandex (illustrative listing) · YDEX$47.35B$41.13B+15.1%COMPLETEMEDIUM
fidelity.comFidelity Investments (illustrative listing) · FNF$24.79B$33.70B-26.4%COMPLETEMEDIUM
schwab.comCharles Schwab Corporation · SCHW$20.06B$27.16B-26.2%COMPLETEMEDIUM
spotify.comSpotify Technology · SPOT$21.73B$26.79B-18.9%COMPLETEMEDIUM
disney.comThe Walt Disney Company · DIS$19.27B$26.63B-27.6%COMPLETEMEDIUM
chase.comJPMorgan Chase & Co. · JPM$23.93B$25.68B-6.8%COMPLETEMEDIUM
zoom.comZoom Communications · ZM$18.05B$23.07B-21.8%COMPLETEMEDIUM
pinterest.comPinterest · PINS$22.48B$21.65B+3.8%COMPLETEMEDIUM
lululemon.comLululemon Athletica · LULU$15.06B$21.10B-28.6%COMPLETEMEDIUM
chewy.comChewy Inc. · CHWY$14.13B$19.66B-28.1%COMPLETEMEDIUM
progressive.comProgressive Corporation · PGR$14.15B$19.32B-26.8%COMPLETEMEDIUM
bankofamerica.comBank of America Corporation · BAC$15.15B$16.12B-6.0%COMPLETEMEDIUM
nytimes.comThe New York Times Company · NYT$13.35B$14.50B-7.9%COMPLETEMEDIUM
wayfair.comWayfair Inc. · W$10.54B$14.32B-26.4%COMPLETELOW
etsy.comEtsy · ETSY$9.72B$13.12B-25.9%COMPLETEMEDIUM
geico.comGEICO (Berkshire Hathaway, illustrative) · BRK.B$9.51B$12.82B-25.8%COMPLETEMEDIUM
dropbox.comDropbox · DBX$10.22B$12.52B-18.4%COMPLETEMEDIUM
mcdonalds.comMcDonald's Corporation · MCD$8.12B$11.24B-27.8%COMPLETEMEDIUM
macys.comMacy's Inc. · M$8.10B$10.93B-25.9%COMPLETELOW
pizzahut.comYum! Brands · YUM$7.93B$10.86B-26.9%COMPLETEMEDIUM
zillow.comZillow Group · Z$8.89B$10.53B-15.6%COMPLETEMEDIUM
tripadvisor.comTripadvisor Inc. · TRIP$9.41B$9.14B+3.0%COMPLETEMEDIUM
kohls.comKohl's Corporation · KSS$5.19B$6.91B-24.9%COMPLETELOW
yelp.comYelp Inc. · YELP$6.01B$6.42B-6.4%COMPLETELOW
hbomax.comWarner Bros. Discovery · WBD$4.89B$5.88B-16.9%COMPLETEMEDIUM
duckduckgo.comDuckDuckGo (illustrative listing) · DDG$28.04B$5.52B+408.4%COMPLETEMEDIUM
paramountplus.comParamount Global · PARA$3.27B$3.82B-14.4%COMPLETEMEDIUM
foxnews.comFox Corporation · FOXA$4.10B$2.71B+50.9%COMPLETEMEDIUM
trivago.comtrivago N.V. · TRVG$2.07B$2.43B-15.1%COMPLETELOW
overstock.comOverstock.com Inc. · OSTK$1.70B$2.21B-23.1%COMPLETELOW
roku.comRoku · ROKU$1.58B$1.64B-3.4%COMPLETEMEDIUM
cars.comCars.com · CARS$1.20B$1.45B-17.1%COMPLETELOW
angi.comAngi · ANGI$1.00B$1.13B-11.5%COMPLETELOW
nerdwallet.comNerdWallet · NRDS$692.50M$760.32M-8.9%COMPLETEMEDIUM
coca-cola.comThe Coca-Cola Company · KO$582.34M$749.95M-22.4%COMPLETEMEDIUM
everquote.comEverQuote · EVER$476.96M$595.90M-20.0%COMPLETEMEDIUM
pg.comProcter & Gamble · PG$420.95M$548.12M-23.2%COMPLETEMEDIUM
lendingtree.comLendingTree · TREE$379.52M$438.05M-13.4%COMPLETELOW
quinstreet.comQuinStreet · QNST$90.49M$94.50M-4.2%COMPLETELOW
besttexasroofers.comhypothetical exampleBestTexasRoofers (Hypothetical Example) · BTR-DEMO$8.88M$11.80M-24.7%COMPLETELOW
Missing data behaviour

Complete data

320

HIGH 11 · MEDIUM 258 · LOW 51

Partial data

11

LOW 11

Insufficient data

0

—

MeasurementCurrent coverageHistorical coverageBasis
Traffic100%100%measured
Traffic growth100%96%derived from snapshots
Monthly revenue100%100%measured
Revenue growth100%96%derived from snapshots
Conversion100%0%not recorded historically
Engagement100%0%not recorded historically
Search growth100%0%not recorded historically
Brand strength100%0%not recorded historically
Geographic reach100%0%not recorded historically
Audience quality100%0%not recorded historically
Traffic confidence100%0%not recorded historically
Revenue confidence100%0%not recorded historically
Corporate verification100%0%not recorded historically
Financial transparency100%0%not recorded historically

No missing value is substituted with a fabricated number. Where an input is absent, its term is excluded, the remaining weights are renormalized, the estimate band widens and confidence is lowered.

URLX Research Model Scorecard
DimensionBaselineModel BModel CModel DModel E
Economic coverage3850385025
Traffic representation34320310
Revenue representation02734282
Growth representation35347338
Stability8282838281
Sensitivity balance2946434721
Directional consistency989610096100
Data dependence97100100100100
Transparency9470644074

Research assessment only. This is not an investment recommendation and does not select a methodology. Reference points used for the representation dimensions are research assumptions, not validated targets. Hover a cell for the basis of the figure.

Research observations
  • ›Baseline URLX-FV-0.1: a 10% revenue increase changes Fair Value by 10.01%, and revenue carries 83.5% of measured sensitivity.
  • ›Baseline URLX-FV-0.1: traffic carries 0.3% of measured sensitivity, so audience is almost absent from the production model.
  • ›Model B: concentration index 0.543 (highly concentrated), traffic share 11.6%, directional consistency 96.2%.
  • ›Model C: concentration index 0.566 (highly concentrated), traffic share 5.4%, directional consistency 99.6%.
  • ›Model D: concentration index 0.531 (highly concentrated), traffic share 8.4%, directional consistency 96.2%.
  • ›Model E: concentration index 0.789 (highly concentrated), traffic share 88.6%, directional consistency 99.6%.
  • ›No candidate model has been selected. URLX-FV-0.1 remains the production methodology until a successor is deliberately chosen.
Experiment recordKept separate from production valuation records

Administrator access is required to save or read research experiments. Everything else on this page is open.

Current production model

URLX-FV-0.1

Research status

UNDER REVIEW

Next methodology

NOT YET SELECTED

Research dataset: 63 development assets · 331 observations · 2024-10-01 to 2026-09-16. The production methodology can only be changed by a deliberate decision; nothing in this research environment replaces it automatically.