SIGNAL · AI Visibility Assessment

AI Visibility Diagnosis

Appears in 0 of 27 decision questions. 27 go by without a mention. Absent across all measured engines.

Selina Puerto Escondido appears in 15 of the same questions.

AI Visibility

1/10

Almost absent

Entity Clarity

5/10

Coherent with gaps

Coverage

0/27

queries with a mention

Diagnostic · Brand Mentioned

What AI says when buyers ask about Amplitude Coliving by name

Claims worth checking 18 Spotted 18 claims to verify · highest risk: high

Did AI describe you correctly? 80% Described you accurately in 80% of answers

Did AI back it up? Weak proof Most answers used weak evidence

Where the brand is being read

Perplexity

Minimal

0% 0 of 27

ChatGPT

Minimal

0% 0 of 27

Google AIO

Minimal

0% 0 of 27

Claude

Minimal

0% 0 of 27

Where decisions happen, and who is carrying the brand

Where AI brings you into the conversation, measured on queries that do not name the brand.

	Perplexity	ChatGPT	Google AIO	Claude
Need / Occasion	0%	0%	0%	0%
Discovery	0%	0%	0%	0%
Evaluation	0%	0%	0%	0%
Comparison	0%	0%	0%	0%
Confidence	0%	0%	0%	0%

Thinnest at the need / occasion stage. Lowest on Perplexity.

Three immediate implications

Missed questions

27

decision questions where no AI engine cites the brand.

Competitor pressure

+15

questions where Selina Puerto Escondido appears and this brand does not.

Need / Occasion-stage gap

0%

average engine coverage at the need / occasion stage, where travellers begin shaping the trip occasion and an initial shortlist.

Brand & Product Clarity Gap

Brand & Product Clarity

Product and category framing is recognisable and consistent across the two auditable surfaces, but both surfaces are the same page.

But the cross-surface story is not fully aligned.

Third-party surfaces carry descriptions that don’t fully match the current story.
A handful of expected surfaces are missing or thin, reducing the proof retrieval looks for.

What a snapshot surfaces

01 Decision-journey visibility Where your brand holds the shortlist, and where it drops closer to a decision.
02 Competitor pressure Which competitors are named when your brand isn’t, and on what framing.
03 Entity framing Where off-site signals describe your brand differently from your own site.

The full report goes further: every brand tracked, every inconsistency weakening your visibility, the high-intent queries you’re missing, and the priority actions and content to fix them.

What the full assessment answers

Of the questions Selina Puerto Escondido is being cited on today, which are actually worth challenging, and which aren’t?
Where in the decision journey does the gap between Amplitude Coliving and the leading cited brand narrow enough to close inside a quarter?
A six-to-eight-week publishing plan that shifts citation share: what gets built first, and where does it sit?
How much retrieval strength is slipping through need / occasion-stage queries and Amplitude Coliving’s off-site surfaces today?

Available as a full assessment, with optional execution briefs and implementation support.

Amplitude Coliving

Where the brand is being read

Where decisions happen, and who is carrying the brand

Three immediate implications

Top Content Opportunities

Brand & Product Clarity Gap