Skip to main content

Envisioning is a research institute that studies how institutions adapt to technological change.

LinkedIn Instagram GitHub

Since 2010

Observatory
Adaptive capacity
Hindsight
Newsletter
Methodology
Origins
Vocab
RSS feeds

Signals Session
Bespoke Projects
Build Sessions
Pricing
Use cases
Signals
Signal Scanfree

ANBIMAFuture of Brazilian Capital Markets
IEEECharting the Energy Transition
Horizon 2045Future of Human and Planetary Security
WKOTechnology Scanning for Austria

solutions

Innovation
Strategy
Consultants
Foresight
Associations
Governments
L&D

resources

Partners
Coding for Non-Coders
Git for non-coders
How we work
Data visualization
Multi-Model Convergence
FAQ
Security and privacy
Public sector

Manifesto
Community
Events
Support
Contact

Research Capability Services Signals About

Research Capability Services Signals About

AI consumer revenue · Hindsight | Envisioning

Hindsight · review build · data not yet validated

AI consumer revenue

ARK Invest, Big Ideas, 2026, published 2026-01-21

Publishers Envisioning Hype Cycle explorer Forecast vs actual

AI-mediated consumer revenue could grow ~105% at an annual rate during the next five years, from ~$20 billion today to ~$900 billion in 2030.

Source

Verdict

Not graded yet.

All captured fields

idea: The AI Consumer Operating System
target year: 2030
metric: global AI consumer revenue (subscriptions, lead generation, ads)
value: 900
unit: USD billion
subject: AI consumer revenue
page: 31
confidence: high

Permalink

https://www.envisioning.com/hindsight/claims/ark-big-ideas-2026-008

Cite

Hindsight, claim ark-big-ideas-2026-008. Envisioning. https://www.envisioning.com/hindsight/claims/ark-big-ideas-2026-008

Dispute this verdict

Data, code and grading rules are public at github.com/envisioning/hindsight. Data under CC BY 4.0 (the BCB Focus survey under ODbL), code under MIT. Every rule is in the decision log. Think a verdict is wrong? Open a dispute.