MFour Data Research

Household Outlook Report

What 42,000+ consumers told us over 3.5 years — analyzed through DANI, Data Analytics and Navigation Instructor, in MFour Studio with DANI.

24 Waves
42K+ Respondents
13 Core Questions
Oct 2022 – Q1 2026

Executive Summary

This analysis draws on 42,000+ verified survey responses across 24 waves of MFour's Household Outlook study, spanning October 2022 through Q1 2026. The data — queried and cross-tabulated through DANI — reveals a consumer landscape shaped by a brief "optimism bubble" that peaked in Q1 2025 and has since collapsed, a historic reversal in spending intent where "spending less" overtook "spending more" for the first time in the series, and deepening generational divides in economic sentiment. Household financial distress has eased (−7.0pp in the "struggling" tier), but consumers are voluntarily pulling back on discretionary categories — particularly dining out and entertainment. Energy cost pressure has moderated significantly, savings intent is rising, and price sensitivity at the grocery store has eased 6.5pp — yet 81.2% of respondents report concern about job security. The picture is one of cautious stabilization, not recovery.

At a Glance

Optimism
+11.9pp
"Optimism bubble" surged Q3 2024 to Q1 2025 — then burst, declining 9.4pp over 3 quarters.
Generations
−14.8pp
Older adults (55-65) saw the steepest optimism collapse of any age group, from 50.5% to 35.7%.
Spending
First Flip
"Spending less" overtook "spending more" for the first time in 3.5 years in Q1 2026.
Financial Health
−7.0pp
Households rating 1-2 ("struggling") dropped from 44.0% to 37.0% since Oct 2022.
Energy
−7.8pp
"Much more" on energy fell from 30.0% to 22.2% — the largest easing of any category.
Big Purchases
−8.3pp
"Definitely will not" make a large purchase dropped from 30.8% to 22.5%.

The Optimism Bubble

Tracking "right direction" sentiment across every wave reveals the most dramatic shift in the entire series.

Key Insight

The +11.9pp "optimism bubble" from Q3 2024 to Q1 2025 was the most significant shift in the entire 3.5-year series. The surge came in two jumps: +7.1pp (Q3→Q4 2024) and +4.8pp (Q4 2024→Q1 2025). The bubble then burst, declining −9.4pp over 3 quarters to 30.8% in Q1 2026.
Apr 2023
20.0%
"The Floor" — banking crisis low
Q1 2025
39.5%
"The Peak" — all-time high
Q1 2026
30.8%
"The Retreat" — bubble deflated

Same Question, Different Story by Age

Cross-tabulating responses by demographic segments reveals hidden divergences in how generations experience the economy.

Key Insight

Older adults (55-65) were the only age group where optimism exceeded pessimism in Q2 2025 (50.5% right direction). Their optimism collapsed −14.8pp by Q1 2026 — the steepest decline of any segment. Meanwhile, 16-34 year olds barely moved (31.9%→31.1%), suggesting young consumers have already "priced in" economic pessimism.
Top-Line View
69.2% say wrong direction.
A flat stat. No context. No story.
Cross-Tabulated View
55-65 y/o optimism collapsed 14.8pp while 16-34 held steady — revealing generational economic anxiety patterns invisible in the aggregate.

Household Economic Self-Assessment

Consumers rated their household economic situation on a 1-5 scale. The bottom is shrinking, the middle is growing.

Key Insight

The share of households in the bottom two tiers ("struggling") dropped from 44.0% to 37.0% (−7.0pp), while the middle tier (rating 3) grew from 36.9% to 40.0%. The top tier ("very good position") rose from 6.4% to 8.6%. This suggests real financial improvement at the household level — even as macro-level optimism has retreated.
Oct 2022
44.0%
Rated 1-2 ("struggling")
Q1 2026
37.0%
Rated 1-2 (−7.0pp)
Shift
+3.1pp
Middle tier (3) grew the most

The Spending Flip

For the first time in 3.5 years, consumers plan to spend less than more.

Oct 2022
46.0%
spending more vs 35.2% less
Net +10.8pp More
Q1 2026
39.9%
spending less vs 34.3% more
Net −5.6pp Less
"Definitely spending more" dropped from 17.8% to 11.6%
Key Insight

Tracking spending intent across all 24 waves reveals Q1 2026 as the first time "spending less" overtook "spending more" — a structural shift invisible in any single snapshot. This inversion represents the clearest signal of consumer pullback in the entire study.

Where the Money Is Going — And Where It's Not

Six spending categories tracked from Oct 2022 to Q1 2026 reveal where pressure has eased and where consumers are actively cutting back.

Category"More" Oct '22"More" Q1 '26ChangeTrend
⚡ Energy71.5%63.3%−8.2ppBiggest easing — "much more" fell 7.8pp
🏠 Housing47.6%45.3%−2.3ppBarely budged — structural cost pressure
🍽 Eating Out35.9%31.1%−4.8pp"Somewhat less" grew +3.6pp — active cutback
🎶 Entertainment38.1%36.2%−1.9pp"Somewhat less" grew +2.1pp — quiet pullback
💰 Savings39.1%43.2%+4.1ppMore saving, fewer cutting — "much less" fell 4.0pp
💳 Debt36.9%34.1%−2.8ppSlight easing — "no change" grew +1.9pp
Key Insight

Energy is the standout: the share expecting to spend "much more" dropped from 30.0% to 22.2% (−7.8pp) — the largest single-response shift in any category. But consumers aren't reinvesting: dining out and entertainment both show increased "spending less" intent. The bright spot is savings, where 43.2% now plan to save more (up from 39.1%). Consumers are building cushions, not spending them.

Price vs. Quality at the Register

What matters most at the grocery store? Price still wins — but its grip is loosening.

Oct 2022
60.8%
chose "lowest price for most quantity"
Q1 2026
54.3%
chose price — down 6.5pp
Key Insight

Price sensitivity eased 6.5pp from peak-inflation levels, but still dominates at 54.3%. Product quality held near 38%, and the newly added "brand name" option captured 7.7% in Q1 2026. This signals a slow return to quality consideration — premiumization messaging may find more receptive consumers than a year ago.

Large Purchase Intent

Willingness to make a large purchase in the next 3 months has shifted — hard "no" is shrinking, but hesitation is growing.

Key Insight

The "definitely will not" camp shrank by 8.3pp (30.8%→22.5%), and both "definitely will" and "probably will" grew modestly. But the biggest shift was into "unsure", which surged +5.2pp to 30.1%. Consumers are moving from outright refusal into hesitancy — a buying consideration window that brands can target with the right incentives.
Oct 2022
30.8%
"Definitely will not" — doors shut
Q1 2026
22.5%
"Definitely will not" — doors cracking
The Signal
30.1%
"Unsure" — the persuadable middle

Job Security & Homeownership

Two questions added after the study's launch provide a current-state read on employment anxiety and housing intent.

Job Security Concern

Q1 2026 · Not available in Oct 2022
Very concerned42.4%
Somewhat concerned38.8%
Not at all concerned18.8%
81.2% report some level of concern

Home Purchase Intent (12 Mo.)

Q1 2026 · Not available in Oct 2022
Not looking to buy58.1%
Planning to look17.4%
Looked, can't afford17.3%
Pre-approved7.1%
41.8% in some stage of homebuying
Key Insight

Despite improved household financial self-assessments, 81.2% of consumers express job security concern — a tension that likely explains the cautious spending patterns seen throughout this report. On housing, nearly 42% are in the market at some level, but the near-equal split between "planning to look" (17.4%) and "looked but can't afford" (17.3%) underscores the affordability barrier.

Intelligence, Not Just Data

Three capabilities that turn survey responses into strategic insight.

∖∗

Cross-Tabulation

Automatically segments responses by demographics, behaviors, and custom variables. Surfaces stories hiding within the averages.

Longitudinal Tracking

Connects 24+ waves of data to identify trends, inflection points, and shifts that single-wave reports cannot see.

Automated Insights

Generates analyst-grade findings with specific numbers, percentage-point changes, and contextual interpretation.

About This Intelligence
Where This Data Comes From — and Why It Matters
The behavioral signals behind this report are not available from any other source
This report was produced by DANI™, MFour's AI-powered research analyst, from a set of prompts from a MFour researcher. Every chart, metric, and competitive assessment in this briefing was generated on demand — not by a team of analysts over weeks, but by an AI querying a proprietary dataset generated by the largest and most-trusted first-party verified consumer network in the United States.
MFour's consumer network consists of 13 million+ first-party verified, opted-in consumers generating nine deterministic data streams — all connected to a single identity. Every insight above is derived from real, observed behavior: GPS-verified store visits, app session data, purchase receipts, web browsing, and LLM conversations.
10M
Daily Consumer Journeys
9
Connected Data Streams
4B
Monthly Buyer Signals
Ready to see the full picture?
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