Generative AI Fundamentals Map
Map/Interfaces and society/Wave 5

AI answers replace search

People get answers from models instead of clicking through to sources.

stageEmerging Open on the map →

Facts

Lane
Interfaces and society
Wave
5 of 12 (build order, not a date)
Needs
8 boxes all the way back through hard links
Unlocks
0 boxes downstream through hard links
Leverage
None
Cluster
Assistants and the public
When
Here since 2024

Evidence as of October 2026

Google referrals to eight large UK publishers fell 7.1% in one quarter of 2025 as AI Overviews expanded; on that trend they halve by Q3 2027.

  1. 01Press Gazette: Google traffic to UK publishers set to halve by Q3 2027

Watch
Search referrals to publishers. UK publishers are on course to see them halve by Q3 2027.

Timeline note
Google launched AI Overviews in May 2024.

  1. 01Press Gazette: Google traffic to UK publishers set to halve by Q3 2027

Detail boxes 1

Generative engine optimisation capability · Built today · helps, not required

Marketing aimed at what models and agents recommend: measuring and shaping how brands appear in AI answers.

Profound raised $96M at a $1B valuation on 24 Feb 2026, about 18 months after founding, and claims more than 700 enterprise customers (vendor claim).

  1. 01Profound raises $96 million (Fortune, Feb 2026)

Around it

Needs · 3
Unlocks · 0

Nothing further on the map.

Loops and off-ramps

Openings researchers' judgement, October 2026 scouting

Startup room 31/100 · rank 112 of 124 Research room 31/100 · rank 116 of 124
Crowding5 Lab overlap5 Small-team fit1 Buyer today4 Research openness3
Depth
light
Players
Google AI Mode (1bn+ users); ChatGPT (1.2bn weekly); Perplexity
Wedge
No small-team wedge; source attribution and compensation sit in creator and infoeco. none
  1. 01Digital Applied: AI search statistics