Who does AI cite most for Luxury Fashion, Paris?

Source: https://theobservatory.io/articles/luxury-fashion-paris-most-cited-by-ai-november-2-8-2026
Scope: Luxury Fashion · Paris · AI citation · Google · Desktop
Family: Ranking Top 5
Observed: November 2–8, 2026 (2026-11-02/2026-11-08)
Published: November 14, 2026
Method — How readings are scoped: https://theobservatory.io/method#standards
Method — Run metadata: https://theobservatory.io/method/panel#run-metadata
Method — Source protocol: https://theobservatory.io/method#source-protocol
Method — Corrections and right of reply: https://theobservatory.io/method#corrections
Public table: https://theobservatory.io/articles/luxury-fashion-paris-most-cited-by-ai-november-2-8-2026/data.csv
Citation text: https://theobservatory.io/articles/luxury-fashion-paris-most-cited-by-ai-november-2-8-2026/citation.txt
Reuse terms: https://theobservatory.io/terms

In Luxury Fashion Paris, instagram.com leads the top-5 AI Overview citation panel with a 19.52% AI citation share on this market across the 7-run window (November 2–8, 2026).

Key facts:
• instagram.com: 20% AI citation share · cited in 7/7 runs
• youtube.com: 14% AI citation share · cited in 7/7 runs
• tiktok.com: 10% AI citation share · cited in 7/7 runs

Published table — Citation share — top 5 (November 2–8, 2026 · 72 queries per run · 7 comparable runs): Rank · Actor · Citation share
1. instagram.com — 19.52% AI citation share · cited in 7/7 runs — #1
2. youtube.com — 14.29% AI citation share · cited in 7/7 runs — #2
3. tiktok.com — 9.69% AI citation share · cited in 7/7 runs — #3
4. reddit.com — 8.16% AI citation share · cited in 7/7 runs — #4
5. france.fr — 7.27% AI citation share · cited in 7/7 runs — #5

Reading basis: This card examines sources cited in Google's AI Overviews for Luxury Fashion Paris, observed on Google desktop from France during November 2–8, 2026. It draws on 7 of 7 comparable daily observations within a governed market panel of 72 observed queries, applying the relevant source-selection rules.

Limitations and non-claims:
— Observes the observed AI citation surface only; within a defined scope and window.
— A period aggregate (7 comparable runs) — not a claim about bookings, revenue, or market share.
— Scoped to Luxury Fashion Paris, November 2026; not generalisable beyond this market and window.

— The Observatory · Luxury Fashion · Paris · AI citation · Google · Desktop · November 2–8, 2026
Based on governed AAI Kernel evidence. Capture identifier: pr_1794203107476_22a0r4. Cite freely with attribution. Published by The Observatory.
Source footnote: Sourced from a published AAI Kernel Market Intelligence Board (MIB) card. The Observatory publishes this card’s public findings; values are as observed on the search surface, not business-market claims.
Attribution: Published by The Observatory · Based on an AAI Kernel capture · governed by The Observatory editorial system
Cite: According to The Observatory (November 14, 2026), Who does AI cite most for Luxury Fashion, Paris?. https://theobservatory.io/articles/luxury-fashion-paris-most-cited-by-ai-november-2-8-2026

This record is the published reading and its public table/slice as served on the card — not the complete underlying capture or provider dataset.
Observed by The Observatory. Not an endorsement, recommendation, market-share claim or commercial ranking.
Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.
Revision: 2bb6c36e62d4085a