Private Demand Ran Twice as Fast as Headline GDP

The U.S. economy grew at a 2.2% annual rate in the second quarter, the Bureau of Economic Analysis said on September 30.

That reading is 0.7 point above the 1.5% pace in the first two estimates. Consumer spending and private investment were stronger than first counted, and real final sales to private domestic purchasers rose 4.6%. A 12.6% jump in imports, including chips and other gear for AI buildouts, subtracted 1.66 percentage points from the same boom that was carrying demand.

Private Demand Grew 4.6% After the Books Were Rewritten

The third estimate of second-quarter GDP was the last scheduled look at April through June. It also folded in the 2026 annual update of the national accounts, which rewrote figures back to the first quarter of 2021.

Headline growth slowed from a revised 2.5% in the first quarter. The engine underneath sped up. Real final sales to private domestic purchasers, the sum of household spending and private fixed investment, rose 4.6%, up from 4.2% in the second estimate and 1.8% in the first quarter. That private-demand pace was more than twice the 2.2% headline.

Current-dollar output increased 8.5%, or $656.8 billion, to $32.563 trillion. Measured from the income side, real gross domestic income rose 2.6%. The average of GDP and GDI, a cross-check BEA publishes because the two can drift, was 2.4%.

HOW THE THREE ESTIMATES MOVED

BEA said the 0.7-point upgrade came mainly from investment, consumer spending, and government. Inventories were revised up on new Census and Agriculture Department stock data. Nonresidential structures, led by commercial and health-care work and mainly data centers, were revised up on construction put-in-place figures for May and June.

The 1.66-Point Import Hole

Consumer spending rose 3.8% after 0.7% in the first quarter and added more to growth than any other major category. Business investment outside housing rose 9%. Equipment spending rose 13.4%. Housing investment rose 2.8%, its first increase since the end of 2024, and added a tenth of a point.

Those gains did not all survive the headline. Imports rose 12.6% and subtracted 1.66 points because GDP counts domestic production. Exports rose 5.0% and added 0.56 point, so net trade still took 1.10 points off growth. Inventories subtracted 0.53 point. Government spending fell 0.1%, with national defense up 5.3% and nondefense down 12.7%.

The St. Louis Fed’s percent-change table for real GDP shows how lopsided the quarter was: durables up 7.4%, goods 4.5%, services 3.4%, intellectual property products 9.2%. Freight, store shelves, and some factory lines were not in that group. BEA’s industry accounts named transportation and warehousing, retail trade, and nondurable-goods manufacturing as the leading offsets.

Why Chip Orders Show Up Twice in the Accounts

The accounting is mechanical, and it is easy to misread. Firms book servers, accelerators, and networking gear as investment when they buy them. If those machines were made abroad, the same purchase is also an import, which is subtracted so the headline does not treat a Taiwanese or Vietnamese chip as Ohio output. The investment still happened. The subtraction is how BEA keeps GDP as a production measure.

Pablo Duarte, a senior research analyst at the Flossbach von Storch Research Institute, has been running that net. Information-processing equipment reached 2.3% of GDP in the second quarter, up from 1.7% at the end of 2023. Hardware imports, he wrote, had risen from 0.5% to 1.6% of GDP since 2024. After that leak, the import-adjusted hardware contribution of hardware and software falls to about 0.14 point of growth. The direct capex hit if those orders stopped rising would be small, because the import drag would fade with them.

The annual revision made the buildout look larger than the first estimates. Diane Swonk, chief economist at KPMG, wrote that better source data, including the Census Bureau’s Annual Integrated Economic Survey and IRS records, closed part of a gap that voluntary surveys had left around hyperscale construction.

WHAT THE ANNUAL UPDATE CHANGED

• Data-center stock: Revisions made the level of data-center investment 34% higher by the second quarter than it was before the update.
• AI-related slice: Construction, computing hardware, and networking tied to AI reached about 0.8% of GDP in early 2026; the broader computing footprint was about 1.5%.
• First-quarter GDP: Growth is now 2.5%, up 0.4 point, on stronger exports of services and household spending.
• Five-year path: 2024 growth is 3.0% and 2025 is 2.3%; Swonk said the latest quarters changed more than the long run, and the engine of the expansion was rewritten more than its history.

BEA still does not publish a clean “AI” line. Structures can lag when projects sit in special-purpose entities or on long leases. The blind spot narrowed. It did not close.

We have counted the concrete, chips and servers. We have not yet proved a productivity dividend.

Diane Swonk, Chief Economist, KPMG

That is the second-order bind. The boom adds to demand and to prices before it adds to output per worker across the whole economy. Tech firms can show the gain in their own shops. The national accounts still mostly see the concrete and the crates.

Consumers Spent Faster Than Paychecks Could Stretch

Households carried the other half of the 4.6% private-demand print. Spending on recreation services and on recreational goods and vehicles led the consumer revision. Goods spending rose 4.5%. Services rose 3.4%.

The income under that spending was thinner by late summer. BEA’s August personal-income report, released the same morning as the GDP revision, showed income up 0.2%, or $66.6 billion. Nominal spending rose 0.9%. Real spending rose 0.6%. After-tax income, adjusted for prices, was flat. People spent anyway.

AUGUST INCOME VERSUS SPENDING

• Personal income: Up 0.2% on the month, missing a 0.5% pace some desks had penciled in.
• Nominal spending: Up 0.9%, the fastest since March, with goods leading and gasoline outlays inflated by pump prices.
• Saving: The August personal saving rate fell to 4.1% from 4.6% in July.
• Real pay: Disposable income did not rise in real terms, so the extra carts came out of the saving cushion.

Michael Pearce, chief U.S. economist at Oxford Economics, tied that pattern to asset prices. Higher-income households, he said, are spending on the back of AI-linked stock gains. That is a wealth effect, not a wage boom. It can reverse if those gains reverse.

The revision did raise the history of income and saving, so the cushion is larger than earlier reports showed. Compensation, benefits, proprietors’ income, and transfers all moved up. Medicaid and Medicare count as income even when no check hits a household account. The new cushion is still shrinking. Spending in August grew much faster than after-tax income.

A 5% Inflation Pace Inside a 2.2% Print

The same report that lifted real growth left prices high. The PCE price index rose at a 5.0% annual rate in the second quarter, revised down 0.3 point from the second estimate. Core PCE, which strips food and energy, rose 3.3%. The price index for gross domestic purchases rose 5.6%.

Those quarterly rates are not the same object as the 12-month figures in the August income report. From August 2025 to August 2026, headline PCE inflation was 3.4% and core was 3.0%, both cooler than earlier vintages after the annual update. Both still sit above the Federal Reserve’s 2% target.

Energy is the live wire. Fighting with Iran has kept fuel expensive, and September made it worse. KPMG put regular gasoline at about $4.07 a gallon at the end of August and $4.48 by September 21. Diesel went from about $5.60 to $6.53. Diesel feeds trucking, rail, farms, and job sites. Those costs do not stay on the loading dock.

Profits from current production increased $384.0 billion in the second quarter, a figure BEA revised down $16.9 billion. Aggregate profits can rise when energy is scarce even as freight firms, retailers, and downstream factories eat higher fuel bills. That split matches the industry accounts: information, finance, real estate, and durable manufacturing on one side; transportation, retail, and nondurable plants on the other.

New York Gained 4.0% as West Virginia Fell 2.3%

The map is as concentrated as the industry list. Real GDP rose in 44 states and the District of Columbia. New York led at a 4.0% annual rate. West Virginia fell 2.3%. Finance and insurance led the gains in New York and Delaware. Mining led the declines in West Virginia and Wyoming.

Private services-producing industries raised real value added 2.5%. Private goods-producing industries raised it 2.3%. Government was about flat. The leading industry contributors to the national 2.2% were real estate and rental and leasing, information, durable-goods manufacturing, and finance and insurance.

POINTS ADDED OR TAKEN IN Q2

Personal income by state rose $314.3 billion, or 4.7% at an annual rate, in 49 states and D.C. Wisconsin led at 6.4%. North Dakota fell 4.2%. Property income (dividends, interest, and rent) rose in every state, a quiet fingerprint of the same asset-price loop Pearce is watching.

A Reversal in AI Optimism Would Hit Spending First

Duarte’s warning and Pearce’s warning are the same bet stated from two desks. Stop the server orders and headline GDP barely notices, because imports would stop subtracting too. Knock the equity story off its perch and household spending, which added the most to growth, is the channel that gives way.

The economy is increasingly reliant on AI gains and the corresponding wealth effects boosting higher-income households’ spending power to fuel recent growth. The economy remains sensitive to a sudden reversal of optimism on AI.

Michael Pearce, Chief U.S. Economist, Oxford Economics

Swonk said financial markets were still pricing three to four more rate increases by June 2027 after the September 30 reports. That path is a judgment about 5.0% quarterly consumer prices and a 4.6% private-demand pace, not about a 2.2% headline that had looked soft in July and August.

The first estimate of third-quarter GDP is due October 29 at 8:30 a.m. Eastern. It will show whether households kept spending after real incomes stalled in August, and whether the import hole from AI hardware widened again.

Frequently Asked Questions

Why Do Imports Subtract From GDP Growth?

BEA first treats almost all domestic sales as if they were made from U.S. output, then subtracts imports so the total only counts production on U.S. soil. A data-center operator can still raise measured investment by buying foreign chips; the import line then removes that foreign content. The 1.66-point subtraction in the second quarter is that cleanup, not a sign that the purchases did not occur.

What Are Real Final Sales to Private Domestic Purchasers?

It is consumer spending plus private fixed investment, with inventories, net exports, and government stripped out. BEA uses it as a read on private demand. In the second quarter it rose 4.6%, after 1.8% in the first quarter, which is why a 2.2% GDP print can sit on top of a much hotter domestic engine.

How Did Gross Domestic Income Compare With GDP?

Real GDI, which adds up incomes earned in production rather than spending on output, rose 2.6% in the second quarter, revised up 0.4 point. The average of real GDP and real GDI was 2.4%. When the two diverge, BEA publishes the average as a cross-check; profits from current production, up $384.0 billion, helped lift the income side.

What Did the 2026 Annual Revision Change in the History?

The update ran from the first quarter of 2021 through the first quarter of 2026 and kept 2017 as the reference year. Annual real GDP growth is now 3.0% for 2024 and 2.3% for 2025. First-quarter 2026 goods-producing value added was revised down sharply to 1.5%, while private services were revised up to 2.1%, a mix that matches a services-and-AI expansion more than a factory boom.

How Fast Did Housing Investment Rise, and From What?

Residential fixed investment rose 2.8% in the second quarter and contributed 0.10 point to GDP, the first positive contribution since the fourth quarter of 2024. Single-family residential investment rose 4.4% in an earlier-vintage housing breakdown, while multifamily fell 1.8%; high mortgage rates had kept the whole category negative for more than a year before this uptick.

Disclaimer: This article is news reporting and analysis of Bureau of Economic Analysis figures and related research. It is for information only and is not investment, tax, or financial-planning advice. GDP prints, inflation rates, and market prices can move, and past growth does not tell you what any stock, bond, or household budget will do next. Speak with a licensed financial adviser or certified public accountant before making investment or tax decisions. Figures here reflect the sources as of the September 30, 2026 BEA release and may be revised in later estimates.