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Who AI ranks first

Rankings

Governed ranking tables of how AI and search surfaces name and order actors across premium markets — by vertical, destination, ranking type and window.

Rankings are public readings of observed AI/search positioning within a defined market, surface, and window — not promotional rankings, and not a measure of revenue, market share, or business leadership.

What this page is

The complete library of governed ranking tables — who an answer surface names, and in what order, market by market. Pick a vertical, a destination, a ranking type and a period, and read the table. Authority verdicts remain the source-of-record; Rankings is the distribution layer that helps you find, compare and cite those governed readings.

5,704 governed ranking tables · 100 markets · 11 verticals · latest reading October 5–11, 2026

Ranking types available here

The ranking readings this library distributes. Open one to filter the tables below — these describe how to read a table, not a commercial category.

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All governed ranking tables

Every governed ranking reading published for preview, as a compact table, newest first. Filter by vertical, destination, type and period; open any table for its full card and attestation. Each is a scoped surface reading, not a business-market verdict.

1351 of 5704 governed ranking tables
AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?

Aesthetic Clinics · Dubai · October 5–11, 2026

AI Overview Ranking — Top 10 · Aesthetic Clinics · Dubai · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#131% AI opening shareopening in 7/7 runs
facebook.com#29% AI opening shareopening in 7/7 runs
Lucia Clinic#37% AI opening shareopening in 5/7 runs
youtube.com#46% AI opening shareopening in 6/7 runs
enfieldabudhabi.ae#55% AI opening shareopening in 7/7 runs
perfectdrs.com#65% AI opening shareopening in 5/7 runs
pmc.ncbi.nlm.nih.gov#75% AI opening shareopening in 5/7 runs
aesthetics.ae#84% AI opening shareopening in 6/7 runs
glamorousdubai.ae#93% AI opening shareopening in 5/7 runs
fresha.com#103% AI opening shareopening in 4/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?

Aesthetic Clinics · Istanbul · October 5–11, 2026

AI Overview Ranking — Top 10 · Aesthetic Clinics · Istanbul · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#125% AI opening shareopening in 7/7 runs
us-uk.bookimed.com#213% AI opening shareopening in 7/7 runs
facebook.com#312% AI opening shareopening in 5/7 runs
youtube.com#410% AI opening shareopening in 6/7 runs
akmclinic.com#55% AI opening shareopening in 4/7 runs
pmc.ncbi.nlm.nih.gov#64% AI opening shareopening in 3/7 runs
vividclinic.net#74% AI opening shareopening in 3/7 runs
Quartz Clinique Dr Leyla Arvas#83% AI opening shareopening in 3/7 runs
santeclinics.com#93% AI opening shareopening in 3/7 runs
esteistanbul.com#103% AI opening shareopening in 2/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?

Aesthetic Clinics · London · October 5–11, 2026

AI Overview Ranking — Top 10 · Aesthetic Clinics · London · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#126% AI opening shareopening in 7/7 runs
youtube.com#210% AI opening shareopening in 7/7 runs
facebook.com#38% AI opening shareopening in 6/7 runs
cqc.org.uk#47% AI opening shareopening in 7/7 runs
pmc.ncbi.nlm.nih.gov#55% AI opening shareopening in 5/7 runs
theaestheticsroom.co.uk#65% AI opening shareopening in 3/7 runs
thelondoncosmeticclinic.co.uk#74% AI opening shareopening in 4/7 runs
Cadogan Clinic#83% AI opening shareopening in 5/7 runs
cosmeticskinclinic.com#93% AI opening shareopening in 4/7 runs
doctornyla.com#103% AI opening shareopening in 4/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?

Aesthetic Clinics · Los Angeles · October 5–11, 2026

AI Overview Ranking — Top 10 · Aesthetic Clinics · Los Angeles · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#120% AI opening shareopening in 7/7 runs
m.yelp.com#211% AI opening shareopening in 6/7 runs
mbc.ca.gov#311% AI opening shareopening in 6/7 runs
youtube.com#410% AI opening shareopening in 6/7 runs
plasticsurgery.org#58% AI opening shareopening in 6/7 runs
facebook.com#65% AI opening shareopening in 3/7 runs
bwaesthetics.com#75% AI opening shareopening in 4/7 runs
pmc.ncbi.nlm.nih.gov#85% AI opening shareopening in 4/7 runs
yelp.com#95% AI opening shareopening in 3/7 runs
rebeccafitzgeraldmd.com#104% AI opening shareopening in 3/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?

Aesthetic Clinics · Miami / Palm Beach · October 5–11, 2026

AI Overview Ranking — Top 10 · Aesthetic Clinics · Miami / Palm Beach · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#130% AI opening shareopening in 6/7 runs
facebook.com#216% AI opening shareopening in 5/7 runs
pmc.ncbi.nlm.nih.gov#39% AI opening shareopening in 6/7 runs
youtube.com#49% AI opening shareopening in 4/7 runs
americanboardcosmeticsurgery.org#57% AI opening shareopening in 6/7 runs
plasticsurgery.org#65% AI opening shareopening in 4/7 runs
dermainstitute.us#73% AI opening shareopening in 2/7 runs
m.yelp.com#82% AI opening shareopening in 3/7 runs
mqa-internet.doh.state.fl.us#92% AI opening shareopening in 3/7 runs
dr-rubinstein.com#102% AI opening shareopening in 2/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?

Aesthetic Clinics · New York · October 5–11, 2026

AI Overview Ranking — Top 10 · Aesthetic Clinics · New York · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#125% AI opening shareopening in 6/7 runs
youtube.com#29% AI opening shareopening in 6/7 runs
mountsinai.org#38% AI opening shareopening in 5/7 runs
Tribeca MedSpa#47% AI opening shareopening in 7/7 runs
pmc.ncbi.nlm.nih.gov#56% AI opening shareopening in 6/7 runs
m.yelp.com#66% AI opening shareopening in 5/7 runs
facebook.com#76% AI opening shareopening in 4/7 runs
plasticsurgery.org#85% AI opening shareopening in 4/7 runs
schweigerderm.com#93% AI opening shareopening in 2/7 runs
facialartistrymd.com#102% AI opening shareopening in 2/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?

Aesthetic Clinics · Seoul · October 5–11, 2026

AI Overview Ranking — Top 10 · Aesthetic Clinics · Seoul · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#123% AI opening shareopening in 7/7 runs
placidway.com#29% AI opening shareopening in 7/7 runs
us-uk.bookimed.com#39% AI opening shareopening in 7/7 runs
youtube.com#47% AI opening shareopening in 7/7 runs
facebook.com#55% AI opening shareopening in 6/7 runs
klook.com#64% AI opening shareopening in 6/7 runs
medicaltravelkorea.com#73% AI opening shareopening in 3/7 runs
expathealthseoul.com#83% AI opening shareopening in 2/7 runs
cheongdamskinclinic.com#93% AI opening shareopening in 4/7 runs
seoulskinclinicforforeigners.com#103% AI opening shareopening in 4/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?

Aesthetic Clinics · Singapore · October 5–11, 2026

AI Overview Ranking — Top 10 · Aesthetic Clinics · Singapore · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#123% AI opening shareopening in 7/7 runs
facebook.com#29% AI opening shareopening in 7/7 runs
kellyorientalaesthetic.com#38% AI opening shareopening in 4/7 runs
moh.gov.sg#47% AI opening shareopening in 5/7 runs
Cutis Medical Laser Clinics#55% AI opening shareopening in 4/7 runs
drdanielchang.com#64% AI opening shareopening in 3/7 runs
drshane.sg#74% AI opening shareopening in 3/7 runs
longevity.haus#83% AI opening shareopening in 3/7 runs
ineternityclinic.com#93% AI opening shareopening in 2/7 runs
whatclinic.com#103% AI opening shareopening in 2/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?

Aesthetic Clinics · Tokyo · October 5–11, 2026

AI Overview Ranking — Top 10 · Aesthetic Clinics · Tokyo · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
kojihifu.com#127% AI opening shareopening in 7/7 runs
biancaclinic-tokyo.com#221% AI opening shareopening in 7/7 runs
instagram.com#312% AI opening shareopening in 7/7 runs
Bianca Clinic#49% AI opening shareopening in 7/7 runs
clinicjapan.net#54% AI opening shareopening in 3/7 runs
rejuva.jp#63% AI opening shareopening in 6/7 runs
Matsurika Clinic Ginza#73% AI opening shareopening in 5/7 runs
placidway.com#83% AI opening shareopening in 4/7 runs
Azabu Skin Clinic#93% AI opening shareopening in 6/7 runs
klook.com#102% AI opening shareopening in 4/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Branded Residences UAE, Dubai?

Branded Residences · Dubai · October 5–11, 2026

AI Overview Ranking — Top 10 · Branded Residences · Dubai · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#113% AI opening shareopening in 7/7 runs
engelvoelkers.com#211% AI opening shareopening in 7/7 runs
linkedin.com#311% AI opening shareopening in 7/7 runs
youtube.com#49% AI opening shareopening in 7/7 runs
placement-international.com#58% AI opening shareopening in 6/7 runs
brandedliving.co#67% AI opening shareopening in 7/7 runs
arabianbusiness.com#76% AI opening shareopening in 6/7 runs
brandedresi.com#85% AI opening shareopening in 7/7 runs
luxhabitat.ae#95% AI opening shareopening in 6/7 runs
quora.com#104% AI opening shareopening in 4/7 runs
Open full ranking card →
AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Branded Residences, London?

Branded Residences · London · October 5–11, 2026

AI Overview Ranking — Top 10 · Branded Residences · London · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
brandedliving.co#117% AI opening shareopening in 7/7 runs
luxurylondon.co.uk#210% AI opening shareopening in 7/7 runs
homefinder.ai#310% AI opening shareopening in 7/7 runs
savills.co.uk#49% AI opening shareopening in 7/7 runs
brandedresi.com#57% AI opening shareopening in 7/7 runs
youtube.com#67% AI opening shareopening in 7/7 runs
linkedin.com#77% AI opening shareopening in 5/7 runs
instagram.com#86% AI opening shareopening in 7/7 runs
placement-international.com#95% AI opening shareopening in 3/7 runs
knightfrank.co.uk#104% AI opening shareopening in 6/7 runs
Open full ranking card →
AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Branded Residences Spain, Marbella / Mallorca / Madrid?

Branded Residences · Marbella / Mallorca / Madrid · October 5–11, 2026

AI Overview Ranking — Top 10 · Branded Residences · Marbella / Mallorca / Madrid · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
idealista.com#115% AI opening shareopening in 7/7 runs
brandedresi.com#210% AI opening shareopening in 7/7 runs
youtube.com#310% AI opening shareopening in 7/7 runs
brandedliving.co#410% AI opening shareopening in 7/7 runs
linkedin.com#58% AI opening shareopening in 7/7 runs
instagram.com#67% AI opening shareopening in 7/7 runs
mpdunne.com#77% AI opening shareopening in 7/7 runs
brand-atlas.com#87% AI opening shareopening in 7/7 runs
en.savills.es#94% AI opening shareopening in 7/7 runs
placement-international.com#104% AI opening shareopening in 3/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Branded Residences South Florida, Miami / Palm Beach?

Branded Residences · Miami / Palm Beach · October 5–11, 2026

AI Overview Ranking — Top 10 · Branded Residences · Miami / Palm Beach · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
millionluxury.com#118% AI opening shareopening in 7/7 runs
brandedliving.co#214% AI opening shareopening in 7/7 runs
instagram.com#39% AI opening shareopening in 7/7 runs
therealdeal.com#48% AI opening shareopening in 7/7 runs
youtube.com#58% AI opening shareopening in 7/7 runs
hauteresidence.com#68% AI opening shareopening in 7/7 runs
facebook.com#77% AI opening shareopening in 7/7 runs
brandedresi.com#86% AI opening shareopening in 7/7 runs
linkedin.com#94% AI opening shareopening in 5/7 runs
placement-international.com#104% AI opening shareopening in 5/7 runs
Open full ranking card →
AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Branded Residences, New York?

Branded Residences · New York · October 5–11, 2026

AI Overview Ranking — Top 10 · Branded Residences · New York · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
brandedliving.co#118% AI opening shareopening in 7/7 runs
manhattanmiami.com#211% AI opening shareopening in 7/7 runs
brandedresi.com#310% AI opening shareopening in 7/7 runs
youtube.com#410% AI opening shareopening in 7/7 runs
cityrealty.com#58% AI opening shareopening in 7/7 runs
instagram.com#67% AI opening shareopening in 7/7 runs
linkedin.com#75% AI opening shareopening in 7/7 runs
leven.re#85% AI opening shareopening in 6/7 runs
castle-avenue.com#95% AI opening shareopening in 6/7 runs
millionluxury.com#104% AI opening shareopening in 6/7 runs
Open full ranking card →
AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Branded Residences / Thailand, Phuket?

Branded Residences · Phuket · October 5–11, 2026

AI Overview Ranking — Top 10 · Branded Residences · Phuket · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
facebook.com#114% AI opening shareopening in 7/7 runs
linkedin.com#29% AI opening shareopening in 6/7 runs
embarkestate.com#38% AI opening shareopening in 7/7 runs
brandedresi.com#48% AI opening shareopening in 6/7 runs
instagram.com#57% AI opening shareopening in 6/7 runs
youtube.com#67% AI opening shareopening in 7/7 runs
CBRE Thailand#75% AI opening shareopening in 6/7 runs
brandedliving.co#85% AI opening shareopening in 4/7 runs
Forbes & Partners#95% AI opening shareopening in 5/7 runs
brand-atlas.com#105% AI opening shareopening in 6/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Branded Residences Saudi Arabia, Riyadh / Jeddah / NEOM?

Branded Residences · Riyadh / Jeddah / NEOM · October 5–11, 2026

AI Overview Ranking — Top 10 · Branded Residences · Riyadh / Jeddah / NEOM · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
brandedliving.co#117% AI opening shareopening in 7/7 runs
linkedin.com#215% AI opening shareopening in 7/7 runs
instagram.com#311% AI opening shareopening in 7/7 runs
brandedresi.com#411% AI opening shareopening in 7/7 runs
youtube.com#59% AI opening shareopening in 7/7 runs
omniacapitalgroup.com#65% AI opening shareopening in 5/7 runs
savills.sa#74% AI opening shareopening in 7/7 runs
knightfrank.com.sa#83% AI opening shareopening in 5/7 runs
saudipropertyinvestment.com#93% AI opening shareopening in 5/7 runs
Diriyah Company#103% AI opening shareopening in 4/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Fashion UAE, Dubai?

Luxury Fashion · Dubai · October 5–11, 2026

AI Overview Ranking — Top 10 · Luxury Fashion · Dubai · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#126% AI opening shareopening in 7/7 runs
youtube.com#217% AI opening shareopening in 7/7 runs
facebook.com#39% AI opening shareopening in 7/7 runs
Ounass#49% AI opening shareopening in 7/7 runs
The Luxury Closet#56% AI opening shareopening in 6/7 runs
Bloomingdale's Dubai#64% AI opening shareopening in 5/7 runs
linkedin.com#74% AI opening shareopening in 5/7 runs
quora.com#84% AI opening shareopening in 4/7 runs
graziamagazine.com#93% AI opening shareopening in 4/7 runs
Farfetch#102% AI opening shareopening in 4/7 runs
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AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Fashion, Hong Kong?

Luxury Fashion · Hong Kong · October 5–11, 2026

AI Overview Ranking — Top 10 · Luxury Fashion · Hong Kong · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
youtube.com#123% AI opening shareopening in 7/7 runs
instagram.com#220% AI opening shareopening in 7/7 runs
world.taobao.com#311% AI opening shareopening in 7/7 runs
facebook.com#410% AI opening shareopening in 7/7 runs
linkedin.com#57% AI opening shareopening in 5/7 runs
quora.com#64% AI opening shareopening in 5/7 runs
reddit.com#73% AI opening shareopening in 5/7 runs
whowhatwear.com#82% AI opening shareopening in 5/7 runs
scmp.com#92% AI opening shareopening in 4/7 runs
vogue.com#102% AI opening shareopening in 3/7 runs
Open full ranking card →
AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Fashion, London?

Luxury Fashion · London · October 5–11, 2026

AI Overview Ranking — Top 10 · Luxury Fashion · London · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#115% AI opening shareopening in 7/7 runs
visitlondon.com#211% AI opening shareopening in 7/7 runs
luxurylondon.co.uk#311% AI opening shareopening in 7/7 runs
youtube.com#49% AI opening shareopening in 5/7 runs
facebook.com#58% AI opening shareopening in 6/7 runs
reddit.com#67% AI opening shareopening in 6/7 runs
selfridges.com#77% AI opening shareopening in 6/7 runs
denikiro.com#86% AI opening shareopening in 6/7 runs
wecarrybags.co.uk#95% AI opening shareopening in 5/7 runs
Harrods#103% AI opening shareopening in 5/7 runs
Open full ranking card →
AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Fashion, Los Angeles?

Luxury Fashion · Los Angeles · October 5–11, 2026

AI Overview Ranking — Top 10 · Luxury Fashion · Los Angeles · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#121% AI opening shareopening in 7/7 runs
youtube.com#219% AI opening shareopening in 7/7 runs
facebook.com#311% AI opening shareopening in 7/7 runs
reddit.com#49% AI opening shareopening in 7/7 runs
quora.com#55% AI opening shareopening in 6/7 runs
fashionphile.com#65% AI opening shareopening in 5/7 runs
m.yelp.com#75% AI opening shareopening in 7/7 runs
linkedin.com#85% AI opening shareopening in 6/7 runs
en.wikipedia.org#93% AI opening shareopening in 6/7 runs
lovebeverlyhills.com#103% AI opening shareopening in 4/7 runs
Open full ranking card →
AI Overview Ranking — Top 10● Governed

Who controls Google's AI Overview for Luxury Fashion, Milan?

Luxury Fashion · Milan · October 5–11, 2026

AI Overview Ranking — Top 10 · Luxury Fashion · Milan · October 5–11, 2026 · AIO opening share · 10 rows
ActorRankAIO opening sharePresence
instagram.com#122% AI opening shareopening in 7/7 runs
youtube.com#220% AI opening shareopening in 7/7 runs
facebook.com#313% AI opening shareopening in 7/7 runs
reddit.com#47% AI opening shareopening in 6/7 runs
Camera Nazionale della Moda Italiana#55% AI opening shareopening in 3/7 runs
tiktok.com#64% AI opening shareopening in 5/7 runs
quora.com#74% AI opening shareopening in 4/7 runs
linkedin.com#83% AI opening shareopening in 3/7 runs
en.wikipedia.org#92% AI opening shareopening in 3/7 runs
tripadvisor.com#102% AI opening shareopening in 3/7 runs
Open full ranking card →

New governed ranking tables enter this library automatically as market readings are approved. The Observatory does not publish estimated rankings or placeholder scores.

Observatory Reading — citable

A ranking on The Observatory is a scoped reading of an observed AI/search surface, not a universal truth and not a measure of business-market leadership.

The Observatory — attested

— The Observatory · governed ranking library · cite freely with attribution

  • 5,704 governed ranking tables published across 100 markets
  • 11 premium verticals observed on organic, AI Overview and AI citation surfaces
  • Most recent reading window: October 5–11, 2026

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How to read a ranking

Four steps: read the surface (organic, AI Overview, citation, model answer), the window (a ranking only holds for its period), the ranking type (presence, opening, citation, query), and the limitation (a surface ranking is not business-market leadership).

What rankings do not claim

A ranking describes observed positioning on a defined surface and window. A strong ranking can indicate surface strength but does not prove an actor leads the business market; a weak ranking does not prove commercial weakness. No revenue, market-share, or leadership claim.

Why a brand does not rank sets out the checks needed before treating a missing name as observed absence. Why competitors appear more often sets out the conditions under which a difference in appearances can be read at all. The Use Cases apply these reading standards to the different questions brands, analysts and publishers bring to the evidence.

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Frequently asked · Rankings

Are Observatory rankings business rankings?

No. Observatory rankings are readings of observed AI/search positioning on a defined surface and window. They do not measure revenue, market share, or business leadership unless explicitly stated.

What is the difference between Rankings and Authority?

Authority is the source-of-record layer for governed verdicts. Rankings is the distribution layer that helps readers find, compare, filter, and cite those ranking readings.

Can a brand lead the real market and still rank weakly here?

Yes. The business market and the positioning surface are different layers. A brand can be commercially strong and still be weakly visible, weakly cited, or weakly framed on an AI/search surface.

Can I cite these rankings?

Yes, when a ranking is published as a governed reading. Cite the ranking with its market, surface, window, and attribution to The Observatory. Do not restate a surface ranking as a business-market claim.

Intelligence by AAI Kernel. Published by The Observatory.

The Observatory reports observed positioning on defined AI and search surfaces within a stated scope and time window. A ranking is not a measure of real-world revenue, market share, or business leadership.