Interactive sample · read only

The Hotel Chelsea – real sample audit

Navigate the same overview, visibility, competition, sources, visual, graph, evidence and implementation structure used by the customer portal.

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The Hotel Chelsea

New York · Hotel · Sep 17, 2026, 04:09

Deep analysis

Competition

86.4

How the place performs against profile-matched alternatives in visibility, recommendations and share of appearances.

/ 100 points

Competitive position (CP)

The High Line Hotel was the leading retained relevant alternative, with seven appearances and 53.8% of alternative voice. The Hotel Chelsea appeared in every contested situation across five matched-question comparisons, so this sample does not show general competitor superiority. Kimpton Hotel Eventi led in one accessible-room question; evidence is limited.

TownePlace Suites appeared without the target in two extended-stay situations, alongside concise, structured practical information. A dedicated business-stay page should clearly document verified kitchen, laundry, living-space and fitness details. This does not guarantee overtaking a competitor.

Same score as in Overview → 15% weight · 13 points in the overall score
How to read this view

What the competitor cards show

Each card represents an alternative place found in the same evaluated AI responses as the audited place. Read the metrics together to separate broad visibility from recommendation strength, then open a question row to inspect the exact supporting evidence.

Mention rate
The share of all evaluated AI responses that mention this competitor.
Mentioning responses
The numerator is the number of responses mentioning the competitor; the denominator is every evaluated response.
Share of competitor mentions
This competitor’s appearances as a share of all identified alternative appearances.
Recommendation rate
Among responses mentioning the competitor, the share that actively recommend it rather than merely list it.
Competitor-only answers
Responses where this competitor appears while the audited place is absent.
Audited place + 3

Profile-matched competitive landscape

Direct competitors come first; related alternatives fill only the remaining places. Unrelated or uncertain places are filtered out.

20 alternatives filtered by the profile gate
Filter chart
Benchmark LLMs
Place Mention rate Recommendation rate
The Hotel ChelseaAudited place
Mention rate 81%
Recommendation rate 86%
The High Line HotelRelated alternative
Mention rate 10%
Recommendation rate 14%
Kimpton Hotel EventiRelated alternative
Mention rate 6%
Recommendation rate 25%
TownePlace Suites by Marriott (Chelsea)Related alternative
Mention rate 3%
Recommendation rate 0%
10%Mention rate
Related alternative

The High Line Hotel

Core offerMatch
GeographyMatch
Decision contextMatch
AudienceMatch
Mentioning responses 7/72 Share of competitor mentions 54% Recommendation rate 14% Competitor-only answers 0 Evidence spans 6

5 paired answers across 4 distinct questions; every comparison uses the same question for both places.

6%Mention rate
Related alternative

Kimpton Hotel Eventi

Core offerMatch
GeographyMatch
Decision contextMatch
AudienceMatch
Mentioning responses 4/72 Share of competitor mentions 31% Recommendation rate 25% Competitor-only answers 1 Evidence spans 4

Limited observation: 3 paired answers across 3 distinct questions. This does not prove superiority.

3%Mention rate
Related alternative

TownePlace Suites by Marriott (Chelsea)

Core offerPartial
GeographyMatch
Decision contextPartial
AudienceMatch
Mentioning responses 2/72 Share of competitor mentions 15% Recommendation rate 0% Competitor-only answers 2 Evidence spans 5

Limited observation: 2 paired answers across 2 distinct questions. This does not prove superiority.

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