B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

23%

23% -- ai citation rate for ChatGPT (travel and hospitality sector, US) (2026)

2026  · Similarweb

ChatGPT's AI citation rate in the US travel and hospitality sector was approximately 23% between June 2025 and May 2026.

  • Category averages across all sites, not specific to retail
  • Reported as an approximate figure ('about 23%')
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Attribution: Similarweb View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Graded Evidence graded

Questions about this data

What is the ai citation rate for ChatGPT (travel and hospitality sector, US)?

The ai citation rate for ChatGPT (travel and hospitality sector, US) is 23% as of 2026 according to Similarweb. This figure is the primary benchmark in the Lighthouse dataset for this segment. Individual results vary by region, channel mix, and audience quality.

What is a good ai citation rate benchmark for ChatGPT (travel and hospitality sector, US)?

A strong ai citation rate benchmark for ChatGPT (travel and hospitality sector, US) is 23%, using the current serving value as of 2026. This is one serving-eligible observation, not a distribution median; top-quartile comparisons require the underlying distribution. Vertical, audience size, and campaign type all shift what 'good' means.

How does ChatGPT (travel and hospitality sector, US) ai citation rate compare to the industry average?

The published ai citation rate serving value for ChatGPT (travel and hospitality sector, US) is 23% as of 2026. Individual sectors and audiences may differ substantially; this single observation does not establish an aggregate mean. Quartile comparisons require the underlying distribution, which is not implied by this record.

What factors affect ai citation rate for ChatGPT (travel and hospitality sector, US)?

Primary drivers of ai citation rate variation for ChatGPT (travel and hospitality sector, US) include audience segmentation, timing, and channel selection. Methodology documents campaign factors, but this serving record does not quantify the effect of personalization. The current serving value is 23% as of 2026.

What ai citation rate should I aim for as a digital marketer in 2026?

For a digital marketer, the published ai citation rate serving value is 23%; it is an evidence-grade reference, not a personalized target as of 2026. Any performance goal should account for channel mix and audience. Review the methodology before operational decisions; a gap from this serving value does not by itself indicate a structural issue.

Value
23%
Unit
Percentage
Data Vintage
2026
Entity
ChatGPT (travel and hospitality sector, US)
Geography
US
B
Strong, reliable evidence

Approved for serving with evidence grade B. The record passes the documented quality and serving gates; consult the methodology for provenance details.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Similarweb Primary Tier B
https://www.darkroomagency.com/observatory/what-is-geo-generative-engine-optimization ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Generative Engine Optimization for Ecommerce | Darkroom
AI SEARCH Generative Engine Optimization for Ecommerce: How Products Get Cited by AI in 2026 Written by Darkroom leardership Time to read: 15 minutes Last update: August 18. 2026 The process of optimizing a generative engine for e-commerce involves organizing product data so that AI assistants recom…
Original Research
Similarweb · Original study ↗

Similarweb category averages across all sites, not retail-specific

Methodology documented
IndustryTravel and Hospitality RegionUS RoleAll marketers
Plain Text
ChatGPT (travel and hospitality sector, US): 23% ai citation rate. Source: Similarweb (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/chatgpt-citation-rate-travel-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/chatgpt-citation-rate-travel-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>23%</strong> -- ai citation rate for ChatGPT (travel and hospitality sector, US)<br><small>Source: Similarweb (2026) · <a href="https://lighthousedata.io/data/chatgpt-citation-rate-travel-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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