OranGEO Index
AI Visibility Index
See which brands are winning AI visibility across industries, markets and AI platforms. Rankings are published only when brands are measured on a comparable benchmark.
2026 Index
index year
59
public brand pages
7
covered categories
5
AI engines
Netflix
Hulu
Disney
Apple
Amazon
YouTube
Microsoft
Google
Stripe
Wise
HubSpot
Notion
Slack
Salesforce
Adobe
Shopify
Booking.com
Airbnb
Expedia
Marriott
Cloudbeds
Mews
SiteMinder
Samsung
Nike
Sony
Dyson
CrowdStrike
Palo Alto Networks
Wiz
OktaNetflixHuluDisneyAppleAmazonYouTubeMicrosoftGoogleStripeWiseHubSpotNotionSlackSalesforceAdobeShopifyBooking.comAirbnbExpediaMarriottCloudbedsMewsSiteMinderSamsungNikeSonyDysonCrowdStrikePalo Alto NetworksWizOktaOktaWizPalo Alto NetworksCrowdStrikeDysonSonyNikeSamsungSiteMinderMewsCloudbedsMarriottExpediaAirbnbBooking.comShopifyAdobeSalesforceSlackNotionHubSpotWiseStripeGoogleMicrosoftYouTubeAmazonAppleDisneyHuluNetflixOktaWizPalo Alto NetworksCrowdStrikeDysonSonyNikeSamsungSiteMinderMewsCloudbedsMarriottExpediaAirbnbBooking.comShopifyAdobeSalesforceSlackNotionHubSpotWiseStripeGoogleMicrosoftYouTubeAmazonAppleDisneyHuluNetflixCurrent release
Hotel Tech AI visibility rankings
A public benchmark for the selected category. Brands found in the same generic buyer-question run share the release data and are ranked by answer presence across the same market, language, AI surface and question set.
Ranked brands
Comparable scores from the current public release.
Track your brand
Where does your brand stand in AI search?
Run a private AI visibility scan first. Eligible results may be reviewed for a public brand page or a future index release once the category has comparable data.
Want a formal ranking faster?
Start a category comparison so your brand and selected competitors are evaluated under the same public scoring rules.
Check your brand
Submit a brand and official website. OranGEO runs the private scan; public inclusion is reviewed later.
Sample questions
What AI-search questions shape the ranking?
OranGEO measures brand visibility across discovery, comparison, workflow and alternatives questions. Brand-specific questions are labeled separately and do not inflate the main leaderboard score.
Coverage
Discovery, comparison, evaluation and alternatives
Same rules for brands in the same category
Brand-name prompts are labeled separately
Discovery
Category search
What is the best hotel management software for independent hotels?
Category scoringComparison
Vendor shortlist
Which PMS is better for boutique hotels: Cloudbeds, Mews or SiteMinder?
Brand-specificWorkflow
Solution design
What hotel tech stack should a small hotel use for direct bookings?
Category scoringAlternatives
Competitive review
What are the best Cloudbeds alternatives for growing hotel groups?
Brand-specificIndustries
Browse more AI visibility categories
Choose an industry and category to see where public rankings are live and which brands already have public visibility pages.
Travel & Hospitality
Travel planning, hotel operations and booking decisions.
Hotel Tech
Hotel software evaluation
Travel Booking
Travel booking and itinerary comparison
Cruise Lines
Cruise planning and operator comparison
Hotels & Resorts
Hotel brand and accommodation comparison
Software & Technology
SaaS, cybersecurity, IT services and technical markets.
CRM Software
CRM discovery and vendor shortlisting
B2B Software
Horizontal SaaS discovery and vendor shortlisting
Cybersecurity
Enterprise risk-led vendor evaluation
Email Marketing
SaaS discovery and tool comparison
IT Consulting
Enterprise services shortlisting
Semiconductor
Technical vendor and market research
Financial Services
Payments, cards, banking and money movement categories.
Payment Providers
Payment provider and checkout comparison
Credit Cards
Consumer finance comparison
Business Banking
SMB account and cash-management comparison
Money Transfer
Cross-border transfer and fee comparison
Insurance
Consumer insurance categories where trust and sources matter.
Health Insurance
Trust-led plan comparison
Life Insurance
Trust-led policy and provider comparison
Auto Insurance
Car insurance quote and provider comparison
Property Insurance
Home and property insurance comparison
Consumer & Retail
Shopping, electronics, fashion, grocery and home goods.
Consumer Electronics
Product research and recommendation
Sportswear & Apparel
Sportswear, activewear and sneaker brand discovery
Fashion & Apparel
Style discovery and brand consideration
Ecommerce & Retail
Product category and store comparison
Broad Retail
General retailer and marketplace comparison
Electronic Retailers
Where-to-buy and retailer comparison
Furniture
Home buying and brand comparison
Household Appliances
Appliance purchase research and brand comparison
Grocery Chains
Retail convenience and price comparison
Consumer Packaged Goods
Everyday product and brand discovery
Media & Telecom
Entertainment subscriptions, carriers and attention markets.
Streaming Services
Subscription comparison and entertainment discovery
Wireless Providers
Mobile plan and carrier comparison
Food & Dining
Restaurants, grocery and everyday food decisions.
Fast Food
Local and lifestyle recommendation
Health & Life Sciences
Healthcare, pharmaceutical and pharmacy visibility.
Pharmaceutical
High-trust healthcare discovery
Pharmacies
Retail health and convenience comparison
Hospitals
Provider reputation and care discovery
Industrial & B2B
Manufacturing, energy, automotive suppliers and professional services.
Aerospace
Industrial and defense supplier research
Auto Parts
Parts research and retailer comparison
Packaging
B2B supplier discovery
Renewable Energy
Energy vendor and market research
Consulting
Professional services evaluation
Signal trail
Show the signals behind the ranking
Every public release should make the score easier to trust: engine coverage, cited sources and nearby competitor mentions are shown as supporting signals.
Engine coverage
Source influence
Competitor adjacency
Methodology
Transparent enough to trust, simple enough to share
The current score is answer presence across 75 AI answer checks. Richer composite scoring can be introduced after the category has enough comparable public coverage.
Live
Answer presence
The current score is mentions divided by AI answer checks. Current release example: 71 / 75 = 94.7%.
Live
Engine coverage
Checks whether visibility holds across ChatGPT, Gemini, Perplexity, Grok and DeepSeek.
Signal
Source trail
Cited domains explain which pages and publishers appear to shape the answers.
Signal
Competitor adjacency
Competitors found in the same generic answer set can share the release data and be ranked by answer presence.
Next
Rank movement
Movement becomes meaningful after repeat releases use the same category rules.
Eligible prompt set
Category rankings use discovery, comparison, evaluation and alternative prompts. Brand-direct prompts are labeled separately and should not inflate the main leaderboard.
Minimum answer volume
One-off prompts should never produce public scores. Small runs can become brand pages; ranked scores need enough answer checks to be credible.
Comparable category rules
Scores are assigned only when brands share the same industry, market, language, AI-engine set and question classes.
Update log
The index is designed for recurring releases: current score, rank movement, source movement and newly ranked categories.
Join a future release