AI‑driven search reshapes SEO and drives rise of Generative Engine Optimization
Artificial‑intelligence–powered search features such as Google’s AI Overviews and AI Mode are changing how brands are discovered online. While AI Overviews have cut click‑through rates for some informational queries, they have not made traditional SEO obsolete; businesses still need technical optimisation, quality content and backlinks to rank in classic SERPs.
A new discipline called Generative Engine Optimization (GEO) is emerging to make content reference‑worthy for AI‑generated answers, complementing SEO rather than replacing it. Studies cited in 2026 show that domains cited by AI responses often do not appear on the first page of organic results, underscoring the need for GEO. Industry voices such as Giovanni Ballarin (CEO of Mestres do Site) and Benoît Jacquemont (CTO of Akeneo) warn that poor product or site data becomes a commercial liability because AI systems cannot compensate for gaps.
Adoption is already visible: a NYU‑SPS and BCG analysis finds 37 % of travelers use AI large‑language models to plan trips, and ecommerce operators reporting AI‑search implementations (e.g., Constructor.io) see conversion improvements of around 15 % relative. The shift is prompting brands to ensure their data, schema markup and entity signals are AI‑ready to appear both in traditional rankings and in generative answer citations.
Entities: Akeneo · Benoît Jacquemont · Boston Consulting Group · Constructor.io · Denise Holt · Generative Engine Optimisation · Giovanni Ballarin · Google · Hayden Pochop · Mark Lewis · Netalico · PA Consulting
Claims
What the coverage asserts, and how well corroborated each claim is across sources.
- [○ 1 SOURCE] Product data determines visibility, pricing, recommendations and revenue in AI‑driven commerce. (new)
- [○ 1 SOURCE] 75 % of brand executives are scaling AI investment, while only 29 % of consumers feel comfortable with AI in brand interactions. (existing)
- [○ 1 SOURCE] 33% of executives say AI’s business impact is lagging behind the level of executive attention. (PA Consulting executive survey findings.)
- [● 3 SOURCES] AI‑generated search overviews have lowered click‑through rates but have not eliminated the need for SEO. (existing)
- [○ 1 SOURCE] 37% of travelers use AI large language models for travel planning. (NYU SPS and BCG analysis of travel booking behavior.)
- [○ 1 SOURCE] Almost nine in ten organisations use AI in at least one business function. (McKinsey global research on AI adoption.)
- [○ 1 SOURCE] AI‑referred shoppers add to cart 30‑70% more often than other traffic, with some brands achieving double conversion rates. (Netalico analysis of AI‑driven DTC engagements.)
- [○ 1 SOURCE] SEO continues to provide brand awareness, qualified traffic and conversions for businesses. (SEO remains a core growth driver despite AI changes.)
- [○ 1 SOURCE] AI citation framing in responses acts as a new digital product shelf influencing brand selection. (AI answer framing impact)
- [○ 1 SOURCE] Generative Engine Optimisation (GEO) helps content become reference‑worthy for AI‑generated answers, complementing SEO. (Definition of GEO)
- [● 3 SOURCES] AI‑referred shoppers add to cart 30‑70 % more often than other traffic. (existing)
- [○ 1 SOURCE] Multi‑touch attribution is needed to capture assisted conversions from AI recommendations. (Measurement recommendation for AI‑driven discovery)