📅 Published: September' 18, 2026 | ⏱️ 10–12 min read
Five years of US data show three different Q4 patterns. Temporary staffing has generally softened, commercial lending has edged upward, and non-residential construction has usually remained active. None of those patterns, on its own, proves that buyers will be easier to reach.
years saw temporary-help employment fall from Q3 to Q4.
years saw commercial and industrial loan balances finish Q4 above the Q3 average.
years saw private non-residential construction spending rise from Q3 to Q4.
Q4 is often discussed as though every industry enters the same year-end slowdown. The data does not support such a simple conclusion. Staffing firms, financial-services providers and commercial HVAC contractors respond to different forms of demand. A staffing firm needs active hiring requirements. A commercial lender needs qualified borrowing demand. An HVAC contractor needs facilities with service, replacement or project requirements.
This report examines US data from 2021 through 2025 and adds the latest 2026 indicators. It is intended to help business-development teams decide what to monitor and whether Q4 outreach should pursue an immediate need or begin a Q1 conversation.
| Industry | Primary indicator | Recurring Q4 pattern | How confidently can we use it? |
|---|---|---|---|
| Staffing | Temporary-help employment | Lower in 4 of 5 years | Useful as a market indicator, but not a direct measure of recruitment-agency demand. |
| Financial services | Commercial and industrial loan balances | Higher in 5 of 5 years | Consistent direction, but the increases were generally small and loan balances are not new originations. |
| Commercial HVAC | Private non-residential construction spending | Higher in 4 of 5 years | Useful for project exposure, but maintenance and replacement demand require additional local signals. |
The comparison is directional. Combining jobs, loan balances and construction spending into a single “Q4 opportunity score” would be misleading. The useful comparison is whether a pattern repeats and what evidence is still needed.
For staffing and recruitment firms, the useful question is whether employers have a real requirement, not whether the calendar suggests they should be hiring.
The clearest staffing indicator in this analysis is employment in temporary-help services. According to the Bureau of Labor Statistics series published through FRED, average temporary-help employment increased from Q3 to Q4 in 2021, then declined in every year from 2022 through 2025.
Quarterly average, seasonally adjusted
Source: US Bureau of Labor Statistics, All Employees, Temporary Help Services . Rev-Empire calculation using quarterly averages.
The pattern is not simply a December holiday effect. The series is seasonally adjusted, which means routine seasonal movements have already been reduced. The more important context is that temporary-help employment has been on a broader downward path since 2022. Average Q4 employment fell from about 3.03 million in 2022 to 2.46 million in 2025.
Broader demand for workers was less one-sided. BLS job-opening data for professional and business services declined from Q3 to Q4 in 2022 and 2023, but increased in 2021, 2024 and 2025. This category is broader than staffing and recruitment, so it should be treated as supporting context rather than a direct measure of agency opportunities.
Temporary-help employment reached 2.52 million in August, up slightly from 2.49 million in May, while professional and business-services job openings declined to 1.14 million in July from 1.47 million in April. One indicator has stabilised; the other has weakened. That is not enough evidence to declare a broad staffing recovery.
The commercial-facing financial-services market includes banks, lenders, insurers, asset and wealth managers, advisory firms, fintech platforms and vendors selling into regulated institutions. A single indicator cannot represent all of them.
The most consistent historical pattern was in commercial and industrial lending. Federal Reserve data shows that average C&I loan balances rose from Q3 to Q4 in each year from 2021 through 2025.
All US commercial banks, quarterly average, seasonally adjusted
Source: Board of Governors of the Federal Reserve System, Commercial and Industrial Loans, All Commercial Banks . Rev-Empire calculation using quarterly averages.
The direction is consistent, but the size matters. Four of the five increases were below 1%. Loan balances are also a stock measure: they reflect outstanding credit, repayments and existing facilities, not only new deals completed during Q4.
The data supports “modest recurring expansion” more strongly than it supports “year-end lending surge.”
In the Federal Reserve’s July 2026 Senior Loan Officer Opinion Survey, banks reported basically unchanged standards for C&I loans, stronger demand from large and middle-market firms, and basically unchanged demand from small firms.
Respondents linked stronger demand most often to investment in plant or equipment and greater financing needs for inventory, accounts receivable, and mergers or acquisitions.
That improvement does not apply uniformly across financial services. The same survey found that standards for lending to non-depository financial institutions remained at the tighter end of their historical ranges.
Meanwhile, financial-activities employment changed very little from Q3 to Q4 in 2023 to 2025 and stood at 9.09 million in August 2026, below its April level.
Commercial banking and lending therefore have the clearest Q4 evidence. Insurance, wealth management, asset management, financial advisory, fintech and business financial services need their own triggers.
Regulatory deadlines, product launches, institutional partnerships, executive changes and contract renewals may matter more than economy-wide lending balances.
For commercial HVAC contractors, Q4 can contain several distinct markets: project work, preventive maintenance, equipment replacement and urgent service.
There is no single public dataset that measures US commercial HVAC buying demand. The strongest national project indicator available for this analysis is private non-residential construction spending.
It covers more than HVAC, but active commercial and industrial construction creates potential installation, retrofit and facility-service requirements.
US Census Bureau construction data published through FRED shows that private non-residential spending increased from Q3 to Q4 in four of the five years reviewed. The exception was 2025, when the quarterly average declined 1.8%.
Seasonally adjusted annual rate, quarterly average
Source: US Census Bureau, Total Private Construction Spending: Nonresidential . Rev-Empire calculation using quarterly averages.
The pattern weakened across the period: growth was 5.7% in 2022, 3.4% in 2023, 0.4% in 2024 and negative in 2025. In July 2026, the seasonally adjusted annual rate was approximately $755.2 billion, slightly above April but still below the Q4 2025 average of $763.9 billion. Project-led contractors should therefore examine local permits, starts and facility expansions rather than treat the historical four-out-of-five result as a forecast.
Service and maintenance demand follows a different path. The US Energy Information Administration uses heating and cooling degree days to measure how far temperatures move from a 65°F base. Higher heating degree days indicate greater heating need, but the national figure hides sharp regional differences.
A contractor in Texas, Florida or Arizona will not experience the same Q4 conditions as one in the Midwest or Northeast.
The most useful HVAC account signals are site-specific: equipment age, number of rooftop units, maintenance responsibility, recent facility acquisition, planned capital work, repeated service issues and the opening of new warehouses, plants, healthcare facilities or multi-site locations.
In commercial HVAC outreach, equipment count, site type and maintenance responsibility are usually more useful than weather alone.
| Industry | Signals worth monitoring | Immediate Q4 focus | Longer-cycle focus |
|---|---|---|---|
| Staffing | Live vacancies, repeated postings, hiring-team changes and project awards | Confirmed open roles and urgent candidate gaps | Q1 workforce plans and preferred-supplier discussions |
| Financial services | Investment, credit needs, regulatory events, partnerships and renewals | Active financing, compliance or infrastructure requirements | Committee mapping and early engagement before evaluation opens |
| Commercial HVAC | Permits, expansions, site count, equipment profile and local weather | Maintenance, replacement and weather-related needs | Capital projects, multi-site agreements and planned upgrades |
The common lesson is not that Q4 should be avoided. It is that the quarter itself is a weak qualification signal. Teams should use industry data to understand the market, then use account-level evidence to decide whom to contact.
Rev-Empire calculated the average monthly value for Q3 and Q4 of each completed year from 2021 through 2025, then calculated the percentage change between those quarterly averages.
The primary series are seasonally adjusted, which makes quarter-to-quarter momentum easier to interpret but removes some recurring seasonal effects. The latest 2026 observations were not treated as a completed quarter.
The analysis does not establish causation and does not estimate response rates, meetings or revenue. National indicators can show market direction; they cannot confirm that a particular account is ready to buy. All series may be revised by their publishers.
| Dataset | Publisher and source | Use in this report |
|---|---|---|
| Temporary-help employment | US Bureau of Labor Statistics via FRED | Staffing-market employment trend |
| Professional and business-services openings | US Bureau of Labor Statistics via FRED | Broader hiring-demand context |
| Commercial and industrial loan balances | Federal Reserve via FRED | Commercial-credit activity |
| Loan standards and demand | Federal Reserve SLOOS, July 2026 | Current lending conditions |
| Financial-activities employment | US Bureau of Labor Statistics via FRED | Financial-sector capacity context |
| Private non-residential construction | US Census Bureau via FRED | Commercial-project activity |
| Degree-day definition | US Energy Information Administration | Heating and cooling demand context |
The national temporary-help market weakened in four of the five Q4 periods reviewed, but broader job openings did not follow the same pattern every year. Staffing firms should prioritise verified vacancies and sector-specific hiring signals.
Average commercial and industrial loan balances rose from Q3 to Q4 in all five years reviewed, but most increases were below 1%. That supports a modest pattern, not a year-end borrowing rush.
It can be, but not for the same reason everywhere. Project activity increased in four of the five years reviewed. Heating need rises in colder regions, while southern markets follow different patterns. Equipment condition, facility type, local weather and contract timing remain more useful than the calendar by itself.
Research and account preparation should begin before the quarter. October can be used for active requirements, while November and December may include immediate opportunities and early conversations tied to Q1 plans. The right timing depends on the account signal and the length of the buying process.
Both can be relevant. Use immediate-demand messaging only when there is evidence of an active requirement. If the need is not confirmed, use December to understand Q1 priorities, stakeholders and evaluation timing.
Rev-Empire builds industry-specific outbound programmes around real account signals, the relevant decision-makers and a clear qualification standard.
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