All corrections
Substack July 25, 2026 at 10:02 PM

www.citriniresearch.com/p/2028gic

1 correction found

1
Claim
The top 20% account for roughly 65%.
Correction

Available Federal Reserve analyses put the top 20% share of U.S. consumer spending closer to the high-50s, not 65%.

Full reasoning

This sentence overstates how much of U.S. consumer spending is attributable to the top 20% of earners.

Two Federal Reserve Bank analyses give materially lower estimates:

  • The Dallas Fed estimated that the top 20% of earners were responsible for 57% of overall consumption on average from 2020 to the second quarter of 2025. It also says the top-20 share of total consumption rose from 53% to 57% over the last three decades.
  • The Minneapolis Fed, summarizing both Dallas Fed and Moody's-based estimates, states that the Dallas Fed found the top 20% comprised an average of 57% of consumer spending between 2020 and 2025, and that Moody's put the top quintile at 59% in Q3 2025.

Those figures are well below 65%. Because the article presents this as a concrete present-tense statistic about the U.S. economy, the number should not be inflated by 6–8 percentage points without a source using a comparable definition.

2 sources
Model: OPENAI_GPT_5 Prompt: v1.16.0