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Despite fewer working days in Q4 and ongoing recession worries, cohort-adjusted business spending rose last quarter for Ramp customers, suggesting business leaders are feeling more optimistic about where the economy is headed this year.

Companies increased spending on discretionary categories like entertainment and restaurants. At the same time, “same-store sales” for shipping and other T&E categories fell, supporting analyst reports that inflation has peaked and prices are dropping.


Small SMB spending drove the bulk of the increase, with the mean card spend per business rising 12.8% compared to Q3. Large SMB spending rose more moderately, but their mean transaction sizes soared 36.5%. The spike came from areas like ads, indicating businesses are once again willing to invest in top-line growth. Larger businesses seem to be much more keenly aware of the need to make trade-offs in their business spend.

But new challenges have emerged. Our latest Spending Benchmark report highlights two areas that finance leaders should scrutinize in the coming months.  

Hiring slow-down

Even if they’re able to avoid layoffs, our data show that companies across many industries—not just tech—are continuing to downsize their workforces, likely due to high labor costs and a shortage of qualified candidates. 

IT spending on electronics strongly correlates with hiring patterns. For much of last year, spending in this category has trended downward, with total transaction volume ending the year down 54.6% from its peak in March. At the vendor level, we see the number of transactions with top computer manufacturers tapering even faster: spending on Apple dropped 61.2% in 2022. 


We predict hiring will remain muted this year in tech-oriented industries that are focused on enhancing profitability metrics. It will pick up in labor-intensive industries that are addressing supply chain issues and demand. 

Download our full report to see how businesses are adjusting their spending with key electronics vendors like Apple, Lenovo Group, and Dell as a result. We also report on new vendors that companies are testing out to increase productivity. 

Rising office costs

The great debate over whether offices are a thing of the past may have concluded. Offices are officially making a comeback as organizations look for ways to drive employee productivity. In Q4, office spending jumped 5.7% quarter-over-quarter, making it the fifth-fastest growing bucket of spend among top categories.

But the post-pandemic office has a different look as companies continue to adjust to hybrid work. Our data shows organizations are increasing spending on co-working spaces—specifically WeWork. With T&E spending still on the rise, finance leaders will need to work with their HR partners to reassess the mix of travel and office budget that’s required for optimal hybrid work. 

See how much companies are spending on top co-working vendors in our full report.

Get our Q4 2022 report to see where peer companies are spending

In 2022, many businesses saved their bottom line by slashing spending. In 2023, businesses that start to reinvest in strategic growth opportunities—without losing sight of their margins—will win. To provide a fuller view of corporate spending patterns, our report contains data from our accounts payable (AP) automation segment for the first time, representing $3B+/year in bill payments. Download the complete report today to improve your company’s budgeting rigor and achieve a competitive advantage in 2023.

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Former VP of Finance & Capital Markets, Ramp
Alex Song was the founding member of the Ramp Finance team. He helped build out critical infrastructure within the accounting, capital markets, FP&A, and treasury functions, among others. Prior to joining Ramp in 2020, he spent more than a decade as a credit and financials investor in the hedge fund industry, working at firms including Sculptor Capital Management, Crayhill Capital Management, Bain Capital, and Morgan Stanley. Alex holds two Bachelor's degrees from Stanford, in Biomechanical Engineering and in Economics. He also holds a Master of Business Administration from Harvard Business School. Alex is a CFA charterholder.
Ramp is dedicated to helping businesses of all sizes make informed decisions. We adhere to strict editorial guidelines to ensure that our content meets and maintains our high standards.

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