Visibility in Traditional Search and Citability in AI: The Relationship Depends on the Type of Digital Asset

This article examines the relationship between presence in traditional search engines (SERP) and citability in generative artificial intelligence engines (ENDEX) in the hospitality sector. The hypothesis that the two dimensions are equivalent — visibility in Google implies visibility in AIs — is tested empirically with 23 accommodation establishments in Foz do Iguaçu, Brazil. The point-biserial correlation between SERP and ENDEX is r=−0.067 (p=0.752), non-significant. The type of digital asset moderates the relationship: own websites with robust positioning show a weak positive association; intermediary portals show dissociation. Digital asset is not a universal moderating variable — it is the actual independent variable. ORCID: 0009-0004-5181-3957.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-12
DOI
https://doi.org/10.5281/zenodo.20668008
Primary Topic
AI in Service Interactions
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Visibility in Traditional Search and Citability in AI: The Relationship Depends on the Type of Digital Asset

Johnny Jefferson Telles
Zenodo (CERN European Organization for Nuclear Research)
AI in Service Interactions
preprint

Visibility in Traditional Search and Citability in AI: The Relationship Depends on the Type of Digital Asset

Johnny Jefferson Telles
preprint en

Abstract

This article examines the relationship between presence in traditional search engines (SERP) and citability in generative artificial intelligence engines (ENDEX) in the hospitality sector. The hypothesis that the two dimensions are equivalent — visibility in Google implies visibility in AIs — is tested empirically with 23 accommodation establishments in Foz do Iguaçu, Brazil. The point-biserial correlation between SERP and ENDEX is r=−0.067 (p=0.752), non-significant. The type of digital asset moderates the relationship: own websites with robust positioning show a weak positive association; intermediary portals show dissociation. Digital asset is not a universal moderating variable — it is the actual independent variable. ORCID: 0009-0004-5181-3957.

Zenodo (CERN European Organization for Nuclear Research)
Inpek (Czechia) (CZ)
AI in Service Interactions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Visibility in Traditional Search and Citability in AI: The Relationship Depends on the Type of Digital Asset — Johnny Jefferson Telles · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS