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NYSE · Industrial Machinery

Caterpillar — PMI Cycle

Signycle Research6 min readNYSE
📸Snapshot article — figures reflect data at publication. See live-signals.html for current values.

Caterpillar is the world's largest manufacturer of construction and mining equipment — and arguably the single best proxy for the global industrial cycle in equity markets. With revenues in over 180 countries and exposure to construction, mining, oil & gas and electric power, Caterpillar's order intake serves as a leading indicator for global capital expenditure.

Signycle Signal Thresholds — CAT
BUY signal: Global Manufacturing PMI falls below 47 — construction equipment entry signal
SELL signal: PMI rises above 55 and order backlogs normalise — exit zone

PMI: The Universal Construction Signal

Caterpillar's equipment spending follows capital expenditure decisions — which follow PMI. When global manufacturing PMI rises above 52, construction projects restart and mining expansions are approved. When PMI falls below 48, customers defer purchases. The 2020 PMI collapse and recovery generated a +170% Caterpillar cycle in 24 months.

Infrastructure Supercycle: The Secular Tailwind

The US IIJA ($550B), EU Green Deal infrastructure and Asia-Pacific urbanisation create a multi-year demand backdrop. This infrastructure investment is policy-driven — partially independent of corporate capital expenditure cycles.

Mining Equipment: The Counter-Cyclical Balance

Caterpillar's mining equipment division serves gold, copper and coal miners — whose capex follows commodity prices rather than manufacturing PMI. This creates natural diversification: when PMI collapses but commodity prices are strong, mining equipment partially offsets construction weakness.

Dealer Inventory: The Amplifying Mechanism

Caterpillar sells through a global dealer network. During downturns, dealers destock — creating double demand collapse. During recoveries, dealers restock — creating amplified demand growth. This cycle typically amplifies Caterpillar's earnings swings by 1.5–2x the underlying equipment demand change.

Key Risks

Chinese construction equipment demand vulnerable to property sector stress. Chinese local competitors (Sany, XCMG, Zoomlion) have gained global market share. Dealer inventory overhang at cycle peaks creates a lagged negative demand effect.

Cycle Performance Summary

ParameterValue
ExchangeNYSE
TickerCAT
SignalGlobal Manufacturing PMI
BuyPMI < 47
SellPMI > 55
2020–22 Return+170%
Duration24 months

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Oslo Børs · Energy

Aker BP — Oil Price Cycle & the Brent Signal

Signycle Research6 min readOslo Børs
📸 Snapshot-artikkel — tallene i denne artikkelen reflekterer markedsdata på publiseringstidspunktet. Se live-signals.html for gjeldende verdier.

Aker BP is Norway's largest pure-play oil producer — operating exclusively on the Norwegian Continental Shelf with no downstream or renewable energy activities. This pure-play concentration makes it the highest-beta Brent cycle expression among large-cap Oslo Børs energy companies — when Brent crashes, Aker BP falls furthest; when it recovers, Aker BP rises most.

Signycle Thresholds — Brent Crude Oil
BUY signal: Brent Crude Oil drops below $50/bbl — entry confirmed
SELL signal: Brent Crude Oil rises above $108/bbl — exit confirmed

Why Brent Drives Aker BP

Aker BP produces approximately 420,000 barrels of oil equivalent per day from Norwegian fields including Johan Sverdrup, Valhall and Ula. Unlike Equinor (which has renewables, gas trading and downstream operations), Aker BP is 100% Norwegian upstream oil — making its earnings a near-direct function of the Brent price. At $50/barrel, Aker BP earns modest cash flow. At $100+/barrel, it generates exceptional free cash flow and pays large special dividends.

Norway's unique 78% upstream tax regime means Aker BP effectively has 78% of its capex funded by Norwegian taxpayers at low oil prices — reducing the effective cost of staying invested through cycles and enabling aggressive development even at cycle lows.

The 2015–2022 Cycle: +388% in 87 Months

Brent fell below $50/barrel in March 2015 as Saudi Arabia defended market share. Aker BP (then Det norske oljeselskap, before merging with BP Norway) fell to NOK 80. The discovery and development of Johan Sverdrup — one of the world's largest oil fields — combined with the Brent recovery, lifted Aker BP to NOK 390 by June 2022. A gain of 388% in 87 months, outperforming Equinor (+196%) and Subsea 7 (+130%) substantially.

Aker BP vs. Equinor

Aker BP's +388% dramatically outperformed Equinor's +196% over overlapping Brent cycles. The reasons: Aker BP is a pure-play operator with no renewables dilution, Johan Sverdrup came onstream and ramped up during the cycle, and Aker BP's smaller size creates more earnings leverage per barrel of oil price increase than Equinor's massive diversified portfolio.

Key Risks

Aker BP's main risks are Norwegian Continental Shelf depletion (its fields will eventually decline), the Aker ASA controlling ownership structure, and pure-play oil exposure in an energy transition environment. Its 100% Norwegian focus reduces geopolitical risk but creates concentration.

Cycle Performance Summary

ParameterValue
ExchangeOslo Børs
SignalBrent Crude Oil
Buy dateMarch 2015
Buy priceNOK 80
Sell dateJune 2022
Sell priceNOK 390
Return+388%
Duration87 months

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Where are we in the cycle? 📉 Recession probability: 54% 📈 Market cycle indicator history