Research Brief April 5, 2026 ~12 min read

AI Consumer Spending Displacement: How AI Is Absorbing Wallet Share Across the Economy

A verified-source analysis of how AI subscriptions, AI-mediated shopping, agentic commerce, and AI-as-advisor are structurally redirecting consumer spending — giving AI platforms unprecedented influence over household budgets and purchase decisions.

52%
U.S. adults using AI weekly
SSRS/Edison Research, Feb 2026
68%
U.S. consumers who used AI in past 3 months
McKinsey ConsumerWise, Q1 2026
50%
Consumers using AI-powered search
McKinsey, 2025
$3B
ChatGPT cumulative mobile consumer spending
Appfigures, Dec 2025
$2.52T
Worldwide AI spending forecast for 2026
Gartner, Jan 15, 2026
43%
AI app users who fully replaced prior methods
PYMNTS Intelligence, 2026
Section I — Consumer AI Adoption

The scale of consumer AI adoption.

AI is no longer an early-adopter phenomenon. A majority of American consumers now use AI tools regularly, and this usage is beginning to reshape how they discover, evaluate, and purchase goods and services.

SSRS / Edison Research Survey
Feb 2026, probability-based survey, n≈1,000

52% of Americans use AI platforms weekly. ChatGPT leads at 36%, Gemini 26%, Copilot 14%. SSRS is the survey partner for Pew Research Center's American Trends Panel.

McKinsey ConsumerWise Consulting
March 2, 2026; authors: Adams, Alldredge, Kilroy

68% of respondents used at least one AI tool in past 3 months. 85% of Gen Z/millennial consumers have adopted AI. 19% use AI to discover or decide on products/services. Top AI-informed categories: electronics, apparel, restaurants, travel.

Pew Research Center Survey
Multiple surveys, 2025–2026; nonpartisan, non-advocacy

31% of U.S. adults interact with AI several times daily. 64% of teens (13–17) use AI chatbots, with 30% daily (fall 2025 teen survey, n=1,458, Ipsos KnowledgePanel, IRB-approved by Advarra). Under-30 adoption grew from 33% (2023) to 58% (2025).

Advarra IRB approval applies specifically to the teen survey, not to the full bundle of adult surveys in Pew's March 2026 synthesis.
Appfigures Industry
Dec 2025

ChatGPT crossed $3B in cumulative mobile consumer spending in 31 months — faster than TikTok (58 months), Disney+ (42 months), or HBO Max (46 months). 2025 mobile spending: $2.48B (408% YoY increase). December 2025 monthly revenue: $338M. U.S. accounts for $1.2B (38% of total).

Section II — AI-Mediated Shopping

AI-mediated shopping: the $750 billion discovery shift.

Key Finding

McKinsey projects $750 billion in U.S. consumer spending could flow through AI-powered search by 2028. 50% of consumers already use AI-powered search tools. 44% say AI search is their primary and preferred source of insight — overtaking traditional search at 31%. Brands' own websites account for only 5–10% of sources that AI search results draw from. Traffic from traditional search could fall 20–30%. Only 16% of brands currently track AI search performance.

McKinsey, “New front door to the internet,” late 2025. Cited by The Drum, The Media Leader.
McKinsey ConsumerWise (Q1 2026)

Electronics is the top AI-informed purchase category, followed by vehicles, apparel, restaurants, travel, fitness. Gen Z/millennials are far more likely than boomers to use AI for routine purchases like groceries — suggesting AI shopping will broaden from discretionary to everyday categories.

McKinsey EU ConsumerWise (Q1 2026)

AI adoption for shopping is accelerating in Europe. Italy reported the highest share of AI-using consumers, with UK and Germany close behind. Consumers primarily use AI to research, compare, and plan purchases. Fewer than one-quarter use it yet for checkout.

McKinsey/BoF State of Fashion 2026 (Nov 2025)

Shopping-related generative AI searches grew 4,700% between July 2024 and July 2025. ChatGPT accounted for 16% of Zara's inbound traffic (June–Aug 2025). 85% of consumers express higher satisfaction with AI-assisted shopping vs. conventional.

Section III — Agentic Commerce

Agentic commerce: AI agents making purchases autonomously.

Key Finding

McKinsey projects AI agents could mediate $3 trillion to $5 trillion of global consumer commerce by 2030. In the U.S. alone, the B2C retail market could see up to $1 trillion in agentic-orchestrated revenue.

McKinsey/QuantumBlack, “The agentic commerce opportunity,” Oct 17, 2025; McKinsey/QuantumBlack, “The automation curve in agentic commerce,” Jan 28, 2026.

McKinsey's January 2026 article maps consumer delegation across a six-level automation curve. Low-regret categories (groceries, household essentials) move quickly toward high autonomy. High-identity categories (luxury, fashion) retain human involvement.

Google (Jan 2026)

CEO Sundar Pichai announced the Universal Commerce Protocol at NRF. Shipped agentic shopping, checkout, and agent-led calling.

Amazon

Expanded Rufus AI assistant. Sensor Tower data (via TechCrunch) showed purchase-resulting Rufus sessions approximately doubled versus the trailing 30-day average during Black Friday 2025, compared to ~20% growth for non-Rufus sessions.

Visa, Mastercard, PayPal

Launched agent-capable payment frameworks (Visa TAP, Mastercard Agent Pay, PayPal ACP). Google's AP2 provides an open, payment-agnostic standard.

eMarketer (Dec 2025)

AI platforms projected to account for $20.9B in retail spending in 2026.

Salesforce (Dec 5, 2025, primary press release)

AI and agents influenced 20% of all Cyber Week orders, driving $67B in global sales. Retailers with branded AI agents saw 32% faster sales growth. Traffic from third-party AI agent channels tripled YoY.

Section IV — Direct AI Spending

Direct consumer spending on AI: a new budget category.

Appfigures Industry
Dec 2025

$3B cumulative, $338M/month, 408% YoY.

Andreessen Horowitz Industry
Dec 2025

Gemini paid subscriptions growing ~300% YoY. ChatGPT Plus 12-month retention: 68%. Perplexity at $100M run rate with 6× YoY growth.

OpenAI Industry
Jan 2026

Subscription tiers: Free, Go ($8/mo with ads), Plus ($20/mo), Pro ($200/mo). Secondary reporting indicates OpenAI leadership has discussed the possibility of significant pricing changes. Specific statements not verified from primary transcripts for this brief.

Gartner Consulting
Jan 15, 2026 press release

Worldwide AI spending at $2.52T in 2026, 44% YoY increase. Separately, Gartner's March 2025 GenAI forecast projected consumer AI-enabled devices will comprise nearly the entire consumer device market by 2028 (different release from the January 2026 figure).

Subscription stacking insight

A typical “power user” stack costs $50–70/month ($600–840 annually). PYMNTS Intelligence finds 43% of users on dedicated AI platforms have fully replaced prior methods — indicating substitution, not supplementation.

Section V — AI as Trusted Advisor

AI as trusted advisor: controlling downstream spending.

McKinsey/BoF State of Fashion 2026 Consulting
November 2025

Consumers “continue to rethink their spending, seeking value and devoting more of their budgets to achieve other goals, including their own well-being and longevity.”

Bain & Company Consulting
Research on AI agent trust and agentic retail projections

Bain research supports the finding that shoppers trust retailer on-site AI agents approximately 3× more than third-party agents, and projects 15–25% of online retail sales through agentic channels by 2030.

Cited via MetaRouter as intermediary, not directly from accessible primary Bain publication.
IBM IBV / Oxford Economics Consulting
“Embedding AI in Your Brand's DNA,” Jan 2025, n=1,500

Retail/CPG companies plan to allocate an average of 3.32% of revenue to AI.

The 45% consumer buying-journey figure comes from a separate IBM/NRF study released Jan 2026, not this report.
PYMNTS Intelligence Industry
March 2026

83% of AI users have tried ChatGPT. 43% say they have fully replaced previous methods.

OpenAI Advertising Timeline
January 16, 2026

OpenAI announced it would begin testing ads “in the coming weeks” (CNBC).

February 9, 2026

Ads began appearing for logged-in adult U.S. users on Free and Go tiers (OpenAI blog, confirmed by TechCrunch, NBC News).

March 26, 2026

OpenAI reported “encouraging” early results; announced expansion to Canada, Australia, New Zealand.

Analyst projections for ChatGPT ad revenue (e.g., $25B by 2030) circulate in secondary coverage but do not originate from OpenAI or verifiable primary research.
Section VI — Fashion, Retail & Discretionary Impact

Impact on fashion, retail, and discretionary spending.

McKinsey/BoF State of Fashion 2026 Consulting
November 2025

Low single-digit fashion growth projected. Consumers redirecting discretionary spending toward wellness and enrichment over fashion and goods.

Bain/Altagamma Luxury Study 2025 Consulting
Annual luxury market sizing

Total luxury spending ~€1.44T, flat to slightly negative YoY. Personal luxury goods growth forecast at 0–4%.

Deloitte Global Powers of Luxury 2026 Consulting
Jan 2026, n=420 executives

31.7% rank AI as the most transformative force. Travel/hospitality outpaces all other categories (36.2% cite luxury travel as highest-growth).

Deloitte Consumer Products Outlook Consulting
Jan 8, 2026, n=300 executives

47% of global consumers (including 35% of high-income households) are “value seekers.”

Assessment

Three verified trends converging — (1) consumers shifting spending from goods toward experiences/well-being; (2) AI becoming the primary discovery channel ($750B by 2028); (3) AI agents beginning to execute purchases autonomously ($3–5T by 2030). Net effect: AI platforms are positioned as gatekeepers of consumer spending across the entire economy.

Assessment Confidence: High
Highest Confidence

AI-mediated discovery and decision-making.

McKinsey's $750B forecast and 44% AI-preferred search data. When AI controls product discovery, it controls consumer spending.

High Confidence, Early Stage

Agentic commerce.

McKinsey's $3–5T global projection supported by live infrastructure from Google, Amazon, Visa, Mastercard. Salesforce confirmed 20% of Cyber Week 2025 orders AI-influenced ($67B). Current agentic spending small ($20.9B projected for 2026) but scaling rapidly.

Moderate Confidence as Displacement

Direct AI subscription spending.

ChatGPT's $3B milestone and $338M/month run rate confirm willingness to pay. 43% full-replacement figure from PYMNTS is the strongest evidence for substitution over supplementation.

Bottom Line for Enterprises

AI platforms are becoming the operating system of consumer commerce. Every brand that doesn't optimize for AI-mediated discovery risks becoming invisible. Every enterprise that doesn't model agentic commerce readiness risks being bypassed by AI agents that route spending to competitors.

Sources & Methodology

Primary sources underlying this analysis.

Tier-1 Consulting & Research Firms [1]–[12]

  1. McKinsey & Company, “New front door to the internet: How AI search reshapes shopping,” late 2025. Consumer survey; specific methodology gated. Cited by The Drum, The Media Leader.
  2. McKinsey ConsumerWise, “US consumers and the AI opportunity,” March 2, 2026 (authors: Adams, Alldredge, Kilroy). Proprietary consumer panel, n not disclosed.
  3. McKinsey ConsumerWise EU, “European consumers and AI,” Q1 2026. European consumer panel.
  4. McKinsey/BoF, “The State of Fashion 2026,” November 2025. Annual industry report; executive interviews + consumer survey.
  5. McKinsey/QuantumBlack, “The agentic commerce opportunity,” October 17, 2025.
  6. McKinsey/QuantumBlack, “The automation curve in agentic commerce,” January 28, 2026.
  7. Bain & Company, research on AI agent trust and agentic retail projections. Cited via MetaRouter; primary publication not independently accessed.
  8. Bain/Altagamma, “Luxury Market Study 2025.” Annual luxury market sizing.
  9. Deloitte, “Global Powers of Luxury 2026,” January 2026. n=420 executives.
  10. Deloitte, “Consumer Products Industry Outlook,” January 8, 2026. n=300 executives.
  11. IBM IBV / Oxford Economics, “Embedding AI in Your Brand’s DNA,” January 2025. n=1,500 retail/CPG executives. Note: The 45% consumer buying-journey figure is from a separate IBM/NRF January 2026 study.
  12. Gartner, “Worldwide AI Spending Forecast,” January 15, 2026 press release. Separate from Gartner’s March 2025 GenAI consumer device forecast.

Nonpartisan Research & Probability-Based Surveys [13]–[15]

  1. Pew Research Center, “Americans’ Use of Artificial Intelligence” synthesis, March 2026. Multiple surveys, 2024–2025; adult surveys via American Trends Panel (probability-based, recruited from address-based sampling).
  2. Pew Research Center, fall 2025 teen survey (n=1,458, ages 13–17). Conducted via Ipsos KnowledgePanel. IRB-approved by Advarra. Note: IRB approval applies to this survey specifically, not to the broader adult survey bundle.
  3. SSRS / Edison Research, “The AI Consumer Report,” February 2026. Probability-based, n≈1,000 U.S. adults. SSRS is the longtime survey partner for CNN, Pew, and other major institutions.

Verified Industry Data & Analytics [16]–[21b]

  1. Appfigures, ChatGPT revenue analysis, December 2025. Mobile app revenue tracking via app store data.
  2. Andreessen Horowitz (a16z), “2025 Year in GenAI Consumer,” December 2025. Proprietary analysis of consumer AI app metrics.
  3. eMarketer, AI retail spending projections, December 2025. Proprietary forecasting model.
  4. Salesforce, Cyber Week 2025 results press release, December 5, 2025. Based on Salesforce Commerce Cloud data. Correction note: The “1 in 5 orders AI-influenced” figure is from Salesforce, not Adobe. Adobe reported $241.4B in U.S. online holiday spending separately.
  5. PYMNTS Intelligence, AI consumer behavior survey, March 2026. n not disclosed.
  6. OpenAI, advertising announcements: Jan 16, 2026 (CNBC); Feb 9, 2026 (OpenAI blog); Mar 26, 2026 (expansion). Subscription tier pricing from OpenAI product pages.
  7. IDC agentic AI adoption projections (10–15% in 2026, 26% by 2029). Note: Secondary-sourced via industry reporting. Primary IDC methodology not independently reviewed.
Methodology. This brief prioritizes primary sources from Tier-1 consulting and research firms, nonpartisan survey institutions, and verified analytics platforms. Where primary sources are gated or inaccessible, the brief relies on secondary reporting from credible outlets (CNBC, TechCrunch, The Drum, Digital Commerce 360) and flags the intermediary sourcing. Claims that could not be traced to at least a credible secondary report of a named primary source were excluded.

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