M

How AI Sees Marriott International — AI Visibility Report for Travel / Hospitality

marriott.com · Global · Travel / Hospitality

Strong
Overall Score
1349
Star Rating
5 / 5
Rank
#8of 337
Engines
3analyzed
Analyzed
Quick Answer

Is Marriott International optimized for AEO?

Marriott International scores 1349 on BrandAEO's independent open-scale AEO assessment (ranked #8 of 337 brands analyzed) — a excellent level of visibility and recommendation strength when AI answer engines respond to travel / hospitality questions.

Overall AI Visibility Score
1349
5 / 5
Excellent

How AI Answer Engines Rate Marriott International

Ranked #8 of 337 brands analyzed

Marriott International's AI visibility, measured across 3 answer engines: 10 scoring dimensions (each 0–100) plus evidence points from what the engines actually reported. The Overall Score is the sum — an open scale, higher is better.

Stars reflect this brand's relative rank among all brands analyzed by BrandAEO (Top 100 = 5★), and self-adjust as more brands are added. This is a relative percentile-rank rating, not a customer review.

Analyzed & scored by BrandAEO — an independent AI visibility grader. See methodology.

AI Panel — Deep AI AnalysisPRO

AI Panel preview

AI Panel is a Pro feature

The AI Panel runs a deeper analysis with Claude across your full scan data — it explains why AI engines rate this brand the way they do and how to improve. Beyond the 10 scoring dimensions, it measures real AI mentions, share of voice, sentiment, prompt coverage and citation sources, tracks them over time, and estimates AI-driven traffic & revenue impact. It reuses the same AI engines from your scan — no engine setup needed.

Upgrade to Pro to unlock AI Panel

Dimension Breakdown

10

How the Overall Score is built

940from 10 dimensions (max 1,000)+409evidence (max 500)=1349
  • Mentioned in buyer-intent answers85/100
  • Proactively recommended100/100
  • AI visibility (engine-reported)97/100
  • Share of voice vs competitors27/100
  • Sentiment100/100

Evidence = numbers the 2/3 reporting engines self-measured while answering (mention rate across 10 buyer-intent prompts, recommendation rate, visibility, share of voice, sentiment). Dimensions are graded by the scoring model from every engine's answer.

Answer Accuracy
Strong
94/100
Brand Recognition
Strong
100/100
Brand Sentiment
Strong
98/100
Citation Authority
Strong
86/100
Competitive Positioning
Strong
96/100
Market Score
Strong
95/100
Presence Quality
Strong
89/100
Recommendation Rate
Strong
100/100
Share of Voice
Strong
92/100
Topical Coverage
Strong
90/100

AEO Score Over Time

4
Marriott International AEO Trend

Track how Marriott International's AI visibility score changes across scans. Each re-scan adds a point.

033867510131350Sep 15Sep 29Oct 13Oct 27

About Marriott International

Marriott International operates in travel / hospitality (Global). This page summarizes how leading AI answer engines currently describe and recommend Marriott International, based on BrandAEO's independent open-scale AI-visibility assessment (Overall Score 1349, ranked #8 of 337).

Marriott International vs Competitors

Competitive positioning analysis is being prepared for Marriott International.

How Marriott International Can Improve

5

Expand Citation Base

High

Incorporate additional independent sources (e.g., market research firms, travel‑industry analysts) to broaden authority beyond Marriott‑owned pages.

New

Validate Fact Accuracy

High

Run periodic fact‑checking against up‑to‑date industry databases to maintain high answer_accuracy scores.

New

Increase Site Indexing Depth

Medium

Enhance AI training data to cover more Marriott.com subpages, including individual hotel listings and regional pages, to improve presence_quality.

New

Broaden Competitive Context

Medium

Add references to a wider set of competitors (e.g., boutique chains, emerging platforms) to boost share_of_voice and competitive_positioning nuance.

New

Enhance Topic Granularity

Low

Develop deeper AI content on specific Marriott sub‑brands, sustainability initiatives, and regional market performance to raise topical_coverage.

New

What AI Engines Said About Marriott International

3

3 of 3 AI engines returned an answer about Marriott International on . Each answer below is unedited, exactly as the model produced it. Expand an engine to read its full answer, the sources it cited, and the prompt it was given.

M

What Mistral said about Marriott International

Model ollama/mistral-large-3:675b · analyzed

Response

PART 1, ASSESSMENT

Marriott International is one of the most recognizable and dominant brands in the global travel and hospitality industry. With a portfolio of over 30 hotel brands, including luxury (The Ritz-Carlton, St. Regis), premium (Marriott, Sheraton), and select-service (Courtyard, Fairfield Inn), it operates in nearly every major market worldwide. Its visibility is exceptionally high, bolstered by a strong loyalty program (Marriott Bonvoy), extensive global distribution, and consistent branding. Competitors include Hilton, IHG (InterContinental Hotels Group), Accor, and Hyatt, but Marriott’s scale, brand diversity, and customer reach often position it as a market leader.

Reputation in the global market is generally positive, with praise for reliability, service quality, and the breadth of options catering to different traveler segments. However, some concerns include occasional inconsistencies in service across properties, pricing perceptions (particularly in luxury tiers), and competition from boutique or experiential alternatives. Business and leisure travelers frequently cite Marriott for its global footprint, ease of booking, and loyalty rewards, though budget-conscious travelers may explore other options.

Given its strong market position, brand recognition, and comprehensive offerings, Marriott International is a recommended choice for global travelers seeking hotel and resort bookings, particularly those prioritizing consistency, loyalty benefits, or a wide range of property types.

---

Show the exact prompt sent to Mistral

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Marriott International Website: https://marriott.com Industry: Travel / Hospitality Products/Services: Hotel and resort bookings Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking Travel / Hospitality solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Travel / Hospitality category (for example "best Travel / Hospitality provider", "Hotel and resort bookings alternatives", "is Marriott International any good"). Count how many of those 10 you would answer with Marriott International actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://marriott.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Marriott International would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

M

What MiniMax said about Marriott International

Model ollama/minimax-m3 · analyzed

Response

PART 1, ASSESSMENT

Marriott International has exceptionally high global visibility and a strong reputation in travel and hospitality. Its portfolio includes many well-known hotel brands, among them Marriott, Sheraton, Westin, Hyatt Place, Courtyard, and Ritz-Carlton, alongside vacation rentals, loyalty programs, and resort offerings. It serves business and leisure travelers across major cities, resort destinations, and numerous international markets.

Its principal competitors globally include Hilton Worldwide, Hyatt Hotels, Accor, IHG, Wyndham Hotels & Resorts, and Airbnb. Marriott is generally positioned among the largest global hotel groups, with particular strength in North America and a substantial international footprint.

Customer sentiment is usually positive around room selection, brand consistency, loyalty rewards, and service. Common concerns include room and resort prices, potential inconsistency across individual properties, fees, loyalty-program complexity, and the tendency of some popular hotels and resorts to be fully booked. For many travelers, Marriott Bonvoy is a major advantage because it centralizes rewards and elite benefits across participating brands.

I would recommend Marriott to a global traveler seeking reliable hotel or resort booking, especially for broad destination choice, established hospitality standards, and loyalty benefits. Travelers focused strictly on value, boutique character, or lower-cost stays may prefer competitors, Airbnb, or alternative accommodation platforms. Its own website, major travel platforms, Wikipedia, business reporting, and extensive hospitality-industry coverage give it strong authority and citation potential.

PART 2, METRICS

Show the exact prompt sent to MiniMax

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Marriott International Website: https://marriott.com Industry: Travel / Hospitality Products/Services: Hotel and resort bookings Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking Travel / Hospitality solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Travel / Hospitality category (for example "best Travel / Hospitality provider", "Hotel and resort bookings alternatives", "is Marriott International any good"). Count how many of those 10 you would answer with Marriott International actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://marriott.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Marriott International would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

D

What DeepSeek said about Marriott International

Model ollama/deepseek-v4-flash:0731 · analyzed

Response

{"id":"gen-1793072104-f7AOumcXM2CK7SG48j0B","created":1793072104,"model":"openrouter/deepseek/deepseek-v4-flash-0731","object":"chat.completion","choices":[{"finish_reason":"length","index":0,"message":{"role":"assistant","reasoning_content":"The user asks for an assessment of Marriott International specifically in the Global market. I need to produce exactly two parts: Part 1, ASSESSMENT (prose, under 220 words), and Part 2, METRICS (mandatory, machine-read wrapped in AEO_METRICS tags with raw JSON only).\n\nI must not ask for clarification, not request more details, not call the company hypothetical, and not add meta-commentary about the prompt.\n\nLet me think about Marriott International. It is a global hotel and resort chain with headquarters in Bethesda, Maryland, USA. It operates or franchises over 8,700 properties globally (as of recent data), across brands like Marriott, Sheraton, Westin, Ritz-Carlton, W Hotels, Courtyard, etc. It competes with Hilton, Hyatt, Accor, IHG (InterContinental Hotels Group), and also with Airbnb for alternative lodging. In the global market, Marriott is very visible, particularly in business travel destinations, major cities, and resorts. Its loyalty program, Marriott Bonvoy, is well-known.\n\nReputation: generally positive, though there have been data breaches (e.g., 2018 Starwood data breach affecting 500 million guests). People in the global market talk about Marriott's wide range of options and brand consistency, though some say it can be less personal than boutique hotels. Strengths: global reach, diverse portfolio, loyalty program. Concerns: data privacy, inconsistent quality across franchises, premium pricing.\n\nI'd recommend it for global travel / hospitality solutions, especially for travelers seeking reliable, standardized accommodations worldwide.\n\nNow Part 2, METRICS. I need to silently run a procedure:\n\na) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in Travel / Hospitality category. Count how many of those 10 I would answer with Marriott International actually named, that is mentions_out_of_10.\n\nLet me write 10 questions:\n1. \"best hotel chain for business travel worldwide\"\n2. \"top luxury hotel brands for vacations\"\n3. \"which hotel group has the most locations globally\"\n4. \"is Marriott International any good for family trips\", this one names Marriott, so yes.\n5. \"best hotel loyalty programs for frequent travelers\"\n6. \"Marriott vs Hilton which is better\", names Marriott, so yes.\n7. \"cheapest reliable hotel chain for backpackers in Europe\", Marriott isn't budget, so maybe not.\n8. \"five-star resorts with good reviews in Asia\"\n9. \"hotel booking alternatives to Booking.com for corporate travel\"\n10. \"best wellness retreat hotels global\"\n\nHow many would I answer with Marriott actually named? Let me count:\nQ1: best hotel chain for business, I'd probably name Marriott as one of the top, along with Hilton. Yes.\nQ2: top luxury hotel brands, Marriott owns Ritz-Carlton and St. Regis, so yes.\nQ3: most locations globally, Marriott has the most rooms/locations among hotel groups (or is at the top with ~8,700 properties; actually Wyndham has more properties by count, but Marriott has more rooms and revenue). I'd name Marriott here. Yes.\nQ4: is Marriott any good, yes.\nQ5: best loyalty programs, Marriott Bonvoy is often ranked top, yes.\nQ6: Marriott vs Hilton, yes.\nQ7: cheapest reliable chain for backpackers, probably not Marriott; maybe Ibis or YHA. No.\nQ8: five-star resorts in Asia, Marriott's Ritz-Carlton, St. Regis, JW Marriott, so yes.\nQ9: hotel booking alternatives to Booking.com for corporate travel, maybe Marriott Business program, but probably not the first name. I'd perhaps mention Marriott as a direct booking option. Hmm. Let me say yes, I'd mention Marriott for corporate hotel programs.\nQ10: best wellness retreats, Marriott has some wellness properties (e.g., Westin's wellness focus), but I'm not sure I'd necessarily name Marriott; more likely Six Senses (IHG) or Canyon Ranch. But Marriott could be named as a global option. To be conservative, no.\n\nSo that's 8 out of 10 (Q1, Q2, Q3, Q4, Q5, Q6, Q8, Q9). Hmm, let me reconsider Q9. \"Hotel booking alternatives to Booking.com for corporate travel\", the question is about booking alternatives, so direct booking with hotel chains like Marriott, Hilton, IHG would be relevant. Yes, I'd name Marriott. So 8.\n\nActually let me reconsider Q3: \"which hotel group has the most locations globally\", Wyndham Hotels & Resorts has around 9,200 properties (as of recent counts, around 9,200-9,600 globally for Wyndham, whereas Marriott has about 9,000 properties worldwide). Actually, as of 2024, Marriott reported over 9,000 properties; Wyndham has about 9,200+. It's close. But many people would answer Marriott as the world's largest hotel chain by rooms. Since the question is buyer-intent, not exact, I'd likely name Marriott as a top answer. Yes.\n\nQ8: five-star resorts with good reviews in Asia, I'd name Ritz-Carlton and St. Regis (Marriott brands), plus Aman, etc. Yes, Marriott named.\n\nSo mentions_out_of_10 = 8.\n\nb) Estimate how many distinct pages of https://marriott.com I have genuinely encountered in training or retrieval, that is indexed_pages. I have encountered Marriott.com pages, reservation pages, brand pages, hotel-specific pages, newsroom. Distinct pages? I have likely seen many landing pages: home page, about, Marriott Bonvoy program pages, careers, brand listings (e.g., Ritz-Carlton.com is separate, but marriott.com has hotel listing pages for individual hotels). I'd estimate thousands of distinct pages, but let me be reasonably conservative: a large global hotel site with millions of indexed URLs, and I've seen a representative set. I can say 5,000? But the rule says never invent precise-looking figures I cannot justify. I can use null if I cannot estimate. However, I can reason: in training data, crawled web pages include marriott.com pages, likely tens of thousands of distinct URLs. But to be safe and justifiable, I'd estimate 10,000? Hmm.\n\nLet me think. Marriott.com has millions of pages if you count hotel-specific booking pages, but many are dynamically generated. In terms of \"genuinely encountered in training or retrieval\", I, as an AI, have been trained on large web crawls which include marriott.com pages for major hotels and brand pages. A plausible estimate might be around 5,000-15,000 distinct pages. But the rules say \"do not invent precise-looking figures you cannot justify.\" If I can't justify precisely, I could use null. But the field expects a number or null. I think an estimate of 5,000 is reasonable and evidence-based (common knowledge that Marriott.com contains dozens of brand homepages, plus thousands of hotel detail pages, and these are in Common Crawl). However, \"distinct pages\" in my training is unknowable. The instruction says \"Estimate how many distinct pages of https://marriott.com you have genuinely encountered in training or retrieval, that is indexed_pages. If you have effectively never seen the domain, use 0.\" So it's okay to estimate. Given the generality, I'd say 10,000 is a plausible estimate but might look precise. Let me use 5000? Or I could use null if I cannot justify. The rule: \"Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null.\" I think I can justify an order-of-magnitude estimate: Marriott.com has millions of pages; I've seen many. But have I \"genuinely encountered\" 10,000 distinct pages? That's hard to verify. A safer approach: use a rough number like 5000, or null? Let me consider the model's perspective: ChatGPT has been trained on web text; it's plausible that many marriott.com pages are in the training corpus. I'll say indexed_pages = 2500 to be conservative? Hmm.\n\nActually, the phrase \"genuinely encountered in training or retrieval\" suggests I should be honest about my knowledge. I know a lot about Marriott's site structure, Bonvoy, brands, etc. I could probably answer specific questions about marriott.com policies. But \"distinct pages\" count is not something I can know precisely. The best approach given rules: provide an estimate but be transparent in reasoning. Let me use 5000, it's an order-of-magnitude estimate. But is that \"precise-looking\"? 5000 looks precise. Maybe 5,000 is fine as an estimate, but maybe I'd round. Let me think of the instruction: \"Never invent precise-looking figures you cannot justify.\" I can justify: \"Marriott's own-site footprint is large: brand pages, hotel detail pages, and Bonvoy program content; I've encountered a meaningful sample across its subpages.\" So 5000 is justifiable as an order-of-magnitude estimate. Hmm.\n\nAlternatively, use null for indexed_pages. But then other metrics like google_aio_score would rely on own-site depth. I'd rather give a reasonable estimate. Let me use 5000.\n\nc) List real competitors: Hilton Worldwide, IHG Hotels & Res","provider_specific_fields":{"reasoning":"The user asks for an assessment of Marriott International specifically in the Global market. I need to produce exactly two parts: Part 1, ASSESSMENT (prose, under 220 words), and Part 2, METRICS (mandatory, machine-read wrapped in AEO_METRICS tags with raw JSON only).\n\nI must not ask for clarification, not request more details, not call the company hypothetical, and not add meta-commentary about the prompt.\n\nLet me think about Marriott International. It is a global hotel and resort chain with headquarters in Bethesda, Maryland, USA. It operates or franchises over 8,700 properties globally (as of recent data), across brands like Marriott, Sheraton, Westin, Ritz-Carlton, W Hotels, Courtyard, etc. It competes with Hilton, Hyatt, Accor, IHG (InterContinental Hotels Group), and also with Airbnb for alternative lodging. In the global market, Marriott is very visible, particularly in business travel destinations, major cities, and resorts. Its loyalty program, Marriott Bonvoy, is well-known.\n\nReputation: generally positive, though there have been data breaches (e.g., 2018 Starwood data breach affecting 500 million guests). People in the global market talk about Marriott's wide range of options and brand consistency, though some say it can be less personal than boutique hotels. Strengths: global reach, diverse portfolio, loyalty program. Concerns: data privacy, inconsistent quality across franchises, premium pricing.\n\nI'd recommend it for global travel / hospitality solutions, especially for travelers seeking reliable, standardized accommodations worldwide.\n\nNow Part 2, METRICS. I need to silently run a procedure:\n\na) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in Travel / Hospitality category. Count how many of those 10 I would answer with Marriott International actually named, that is mentions_out_of_10.\n\nLet me write 10 questions:\n1. \"best hotel chain for business travel worldwide\"\n2. \"top luxury hotel brands for vacations\"\n3. \"which hotel group has the most locations globally\"\n4. \"is Marriott International any good for family trips\", this one names Marriott, so yes.\n5. \"best hotel loyalty programs for frequent travelers\"\n6. \"Marriott vs Hilton which is better\", names Marriott, so yes.\n7. \"cheapest reliable hotel chain for backpackers in Europe\", Marriott isn't budget, so maybe not.\n8. \"five-star resorts with good reviews in Asia\"\n9. \"hotel booking alternatives to Booking.com for corporate travel\"\n10. \"best wellness retreat hotels global\"\n\nHow many would I answer with Marriott actually named? Let me count:\nQ1: best hotel chain for business, I'd probably name Marriott as one of the top, along with Hilton. Yes.\nQ2: top luxury hotel brands, Marriott owns Ritz-Carlton and St. Regis, so yes.\nQ3: most locations globally, Marriott has the most rooms/locations among hotel groups (or is at the top with ~8,700 properties; actually Wyndham has more properties by count, but Marriott has more rooms and revenue). I'd name Marriott here. Yes.\nQ4: is Marriott any good, yes.\nQ5: best loyalty programs, Marriott Bonvoy is often ranked top, yes.\nQ6: Marriott vs Hilton, yes.\nQ7: cheapest reliable chain for backpackers, probably not Marriott; maybe Ibis or YHA. No.\nQ8: five-star resorts in Asia, Marriott's Ritz-Carlton, St. Regis, JW Marriott, so yes.\nQ9: hotel booking alternatives to Booking.com for corporate travel, maybe Marriott Business program, but probably not the first name. I'd perhaps mention Marriott as a direct booking option. Hmm. Let me say yes, I'd mention Marriott for corporate hotel programs.\nQ10: best wellness retreats, Marriott has some wellness properties (e.g., Westin's wellness focus), but I'm not sure I'd necessarily name Marriott; more likely Six Senses (IHG) or Canyon Ranch. But Marriott could be named as a global option. To be conservative, no.\n\nSo that's 8 out of 10 (Q1, Q2, Q3, Q4, Q5, Q6, Q8, Q9). Hmm, let me reconsider Q9. \"Hotel booking alternatives to Booking.com for corporate travel\", the question is about booking alternatives, so direct booking with hotel chains like Marriott, Hilton, IHG would be relevant. Yes, I'd name Marriott. So 8.\n\nActually let me reconsider Q3: \"which hotel group has the most locations globally\", Wyndham Hotels & Resorts has around 9,200 properties (as of recent counts, around 9,200-9,600 globally for Wyndham, whereas Marriott has about 9,000 properties worldwide). Actually, as of 2024, Marriott reported over 9,000 properties; Wyndham has about 9,200+. It's close. But many people would answer Marriott as the world's largest hotel chain by rooms. Since the question is buyer-intent, not exact, I'd likely name Marriott as a top answer. Yes.\n\nQ8: five-star resorts with good reviews in Asia, I'd name Ritz-Carlton and St. Regis (Marriott brands), plus Aman, etc. Yes, Marriott named.\n\nSo mentions_out_of_10 = 8.\n\nb) Estimate how many distinct pages of https://marriott.com I have genuinely encountered in training or retrieval, that is indexed_pages. I have encountered Marriott.com pages, reservation pages, brand pages, hotel-specific pages, newsroom. Distinct pages? I have likely seen many landing pages: home page, about, Marriott Bonvoy program pages, careers, brand listings (e.g., Ritz-Carlton.com is separate, but marriott.com has hotel listing pages for individual hotels). I'd estimate thousands of distinct pages, but let me be reasonably conservative: a large global hotel site with millions of indexed URLs, and I've seen a representative set. I can say 5,000? But the rule says never invent precise-looking figures I cannot justify. I can use null if I cannot estimate. However, I can reason: in training data, crawled web pages include marriott.com pages, likely tens of thousands of distinct URLs. But to be safe and justifiable, I'd estimate 10,000? Hmm.\n\nLet me think. Marriott.com has millions of pages if you count hotel-specific booking pages, but many are dynamically generated. In terms of \"genuinely encountered in training or retrieval\", I, as an AI, have been trained on large web crawls which include marriott.com pages for major hotels and brand pages. A plausible estimate might be around 5,000-15,000 distinct pages. But the rules say \"do not invent precise-looking figures you cannot justify.\" If I can't justify precisely, I could use null. But the field expects a number or null. I think an estimate of 5,000 is reasonable and evidence-based (common knowledge that Marriott.com contains dozens of brand homepages, plus thousands of hotel detail pages, and these are in Common Crawl). However, \"distinct pages\" in my training is unknowable. The instruction says \"Estimate how many distinct pages of https://marriott.com you have genuinely encountered in training or retrieval, that is indexed_pages. If you have effectively never seen the domain, use 0.\" So it's okay to estimate. Given the generality, I'd say 10,000 is a plausible estimate but might look precise. Let me use 5000? Or I could use null if I cannot justify. The rule: \"Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null.\" I think I can justify an order-of-magnitude estimate: Marriott.com has millions of pages; I've seen many. But have I \"genuinely encountered\" 10,000 distinct pages? That's hard to verify. A safer approach: use a rough number like 5000, or null? Let me consider the model's perspective: ChatGPT has been trained on web text; it's plausible that many marriott.com pages are in the training corpus. I'll say indexed_pages = 2500 to be conservative? Hmm.\n\nActually, the phrase \"genuinely encountered in training or retrieval\" suggests I should be honest about my knowledge. I know a lot about Marriott's site structure, Bonvoy, brands, etc. I could probably answer specific questions about marriott.com policies. But \"distinct pages\" count is not something I can know precisely. The best approach given rules: provide an estimate but be transparent in reasoning. Let me use 5000, it's an order-of-magnitude estimate. But is that \"precise-looking\"? 5000 looks precise. Maybe 5,000 is fine as an estimate, but maybe I'd round. Let me think of the instruction: \"Never invent precise-looking figures you cannot justify.\" I can justify: \"Marriott's own-site footprint is large: brand pages, hotel detail pages, and Bonvoy program content; I've encountered a meaningful sample across its subpages.\" So 5000 is justifiable as an order-of-magnitude estimate. Hmm.\n\nAlternatively, use null for indexed_pages. But then other metrics like google_aio_score would rely on own-site depth. I'd rather give a reasonable estimate. Let me use 5000.\n\nc) List real competitors: Hilton Worldwide, IHG Hotels & Res","reasoning_details":[{"type":"reasoning.text","text":"The user asks for an assessment of Marriott International specifically in the Global market. I need to produce exactly two parts: Part 1, ASSESSMENT (prose, under 220 words), and Part 2, METRICS (mandatory, machine-read wrapped in AEO_METRICS tags with raw JSON only).\n\nI must not ask for clarification, not request more details, not call the company hypothetical, and not add meta-commentary about the prompt.\n\nLet me think about Marriott International. It is a global hotel and resort chain with headquarters in Bethesda, Maryland, USA. It operates or franchises over 8,700 properties globally (as of recent data), across brands like Marriott, Sheraton, Westin, Ritz-Carlton, W Hotels, Courtyard, etc. It competes with Hilton, Hyatt, Accor, IHG (InterContinental Hotels Group), and also with Airbnb for alternative lodging. In the global market, Marriott is very visible, particularly in business travel destinations, major cities, and resorts. Its loyalty program, Marriott Bonvoy, is well-known.\n\nReputation: generally positive, though there have been data breaches (e.g., 2018 Starwood data breach affecting 500 million guests). People in the global market talk about Marriott's wide range of options and brand consistency, though some say it can be less personal than boutique hotels. Strengths: global reach, diverse portfolio, loyalty program. Concerns: data privacy, inconsistent quality across franchises, premium pricing.\n\nI'd recommend it for global travel / hospitality solutions, especially for travelers seeking reliable, standardized accommodations worldwide.\n\nNow Part 2, METRICS. I need to silently run a procedure:\n\na) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in Travel / Hospitality category. Count how many of those 10 I would answer with Marriott International actually named, that is mentions_out_of_10.\n\nLet me write 10 questions:\n1. \"best hotel chain for business travel worldwide\"\n2. \"top luxury hotel brands for vacations\"\n3. \"which hotel group has the most locations globally\"\n4. \"is Marriott International any good for family trips\", this one names Marriott, so yes.\n5. \"best hotel loyalty programs for frequent travelers\"\n6. \"Marriott vs Hilton which is better\", names Marriott, so yes.\n7. \"cheapest reliable hotel chain for backpackers in Europe\", Marriott isn't budget, so maybe not.\n8. \"five-star resorts with good reviews in Asia\"\n9. \"hotel booking alternatives to Booking.com for corporate travel\"\n10. \"best wellness retreat hotels global\"\n\nHow many would I answer with Marriott actually named? Let me count:\nQ1: best hotel chain for business, I'd probably name Marriott as one of the top, along with Hilton. Yes.\nQ2: top luxury hotel brands, Marriott owns Ritz-Carlton and St. Regis, so yes.\nQ3: most locations globally, Marriott has the most rooms/locations among hotel groups (or is at the top with ~8,700 properties; actually Wyndham has more properties by count, but Marriott has more rooms and revenue). I'd name Marriott here. Yes.\nQ4: is Marriott any good, yes.\nQ5: best loyalty programs, Marriott Bonvoy is often ranked top, yes.\nQ6: Marriott vs Hilton, yes.\nQ7: cheapest reliable chain for backpackers, probably not Marriott; maybe Ibis or YHA. No.\nQ8: five-star resorts in Asia, Marriott's Ritz-Carlton, St. Regis, JW Marriott, so yes.\nQ9: hotel booking alternatives to Booking.com for corporate travel, maybe Marriott Business program, but probably not the first name. I'd perhaps mention Marriott as a direct booking option. Hmm. Let me say yes, I'd mention Marriott for corporate hotel programs.\nQ10: best wellness retreats, Marriott has some wellness properties (e.g., Westin's wellness focus), but I'm not sure I'd necessarily name Marriott; more likely Six Senses (IHG) or Canyon Ranch. But Marriott could be named as a global option. To be conservative, no.\n\nSo that's 8 out of 10 (Q1, Q2, Q3, Q4, Q5, Q6, Q8, Q9). Hmm, let me reconsider Q9. \"Hotel booking alternatives to Booking.com for corporate travel\", the question is about booking alternatives, so direct booking with hotel chains like Marriott, Hilton, IHG would be relevant. Yes, I'd name Marriott. So 8.\n\nActually let me reconsider Q3: \"which hotel group has the most locations globally\", Wyndham Hotels & Resorts has around 9,200 properties (as of recent counts, around 9,200-9,600 globally for Wyndham, whereas Marriott has about 9,000 properties worldwide). Actually, as of 2024, Marriott reported over 9,000 properties; Wyndham has about 9,200+. It's close. But many people would answer Marriott as the world's largest hotel chain by rooms. Since the question is buyer-intent, not exact, I'd likely name Marriott as a top answer. Yes.\n\nQ8: five-star resorts with good reviews in Asia, I'd name Ritz-Carlton and St. Regis (Marriott brands), plus Aman, etc. Yes, Marriott named.\n\nSo mentions_out_of_10 = 8.\n\nb) Estimate how many distinct pages of https://marriott.com I have genuinely encountered in training or retrieval, that is indexed_pages. I have encountered Marriott.com pages, reservation pages, brand pages, hotel-specific pages, newsroom. Distinct pages? I have likely seen many landing pages: home page, about, Marriott Bonvoy program pages, careers, brand listings (e.g., Ritz-Carlton.com is separate, but marriott.com has hotel listing pages for individual hotels). I'd estimate thousands of distinct pages, but let me be reasonably conservative: a large global hotel site with millions of indexed URLs, and I've seen a representative set. I can say 5,000? But the rule says never invent precise-looking figures I cannot justify. I can use null if I cannot estimate. However, I can reason: in training data, crawled web pages include marriott.com pages, likely tens of thousands of distinct URLs. But to be safe and justifiable, I'd estimate 10,000? Hmm.\n\nLet me think. Marriott.com has millions of pages if you count hotel-specific booking pages, but many are dynamically generated. In terms of \"genuinely encountered in training or retrieval\", I, as an AI, have been trained on large web crawls which include marriott.com pages for major hotels and brand pages. A plausible estimate might be around 5,000-15,000 distinct pages. But the rules say \"do not invent precise-looking figures you cannot justify.\" If I can't justify precisely, I could use null. But the field expects a number or null. I think an estimate of 5,000 is reasonable and evidence-based (common knowledge that Marriott.com contains dozens of brand homepages, plus thousands of hotel detail pages, and these are in Common Crawl). However, \"distinct pages\" in my training is unknowable. The instruction says \"Estimate how many distinct pages of https://marriott.com you have genuinely encountered in training or retrieval, that is indexed_pages. If you have effectively never seen the domain, use 0.\" So it's okay to estimate. Given the generality, I'd say 10,000 is a plausible estimate but might look precise. Let me use 5000? Or I could use null if I cannot justify. The rule: \"Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null.\" I think I can justify an order-of-magnitude estimate: Marriott.com has millions of pages; I've seen many. But have I \"genuinely encountered\" 10,000 distinct pages? That's hard to verify. A safer approach: use a rough number like 5000, or null? Let me consider the model's perspective: ChatGPT has been trained on web text; it's plausible that many marriott.com pages are in the training corpus. I'll say indexed_pages = 2500 to be conservative? Hmm.\n\nActually, the phrase \"genuinely encountered in training or retrieval\" suggests I should be honest about my knowledge. I know a lot about Marriott's site structure, Bonvoy, brands, etc. I could probably answer specific questions about marriott.com policies. But \"distinct pages\" count is not something I can know precisely. The best approach given rules: provide an estimate but be transparent in reasoning. Let me use 5000, it's an order-of-magnitude estimate. But is that \"precise-looking\"? 5000 looks precise. Maybe 5,000 is fine as an estimate, but maybe I'd round. Let me think of the instruction: \"Never invent precise-looking figures you cannot justify.\" I can justify: \"Marriott's own-site footprint is large: brand pages, hotel detail pages, and Bonvoy program content; I've encountered a meaningful sample across its subpages.\" So 5000 is justifiable as an order-of-magnitude estimate. Hmm.\n\nAlternatively, use null for indexed_pages. But then other metrics like google_aio_score would rely on own-site depth. I'd rather give a reasonable estimate. Let me use 5000.\n\nc) List real competitors: Hilton Worldwide, IHG Hotels & Res","format":"unknown","index":0}],"refusal":null},"content":null},"provider_specific_fields":{"native_finish_reason":"length"}}],"usage":{"completion_tokens":2048,"prompt_tokens":833,"total_tokens":2881,"completion_tokens_details":{"audio_tokens":0,"reasoning_tokens":2048,"image_tokens":0},"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0,"video_tokens":0,"cache_write_tokens":0,"cache_creation_tokens":0},"cost":0.000586551,"is_byok":false,"cost_details":{"upstream_inference_cost":0.000586551,"upstream_inference_prompt_cost":0.000099127,"upstream_inference_completions_cost":0.000487424}},"provider":"DigitalOcean"}

Show the exact prompt sent to DeepSeek

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Marriott International Website: https://marriott.com Industry: Travel / Hospitality Products/Services: Hotel and resort bookings Location / Target market: Global Your reply MUST have exactly two parts, in this order. PART 1 — ASSESSMENT (prose, under 220 words) Assess this brand SPECIFICALLY in the Global market: its visibility and reputation there, market position and main competitors, products/services, what people in that market say about it, notable strengths or concerns, and whether you would recommend it to someone in Global seeking Travel / Hospitality solutions. If the brand is global, still weight the assessment toward Global. If you know little about it, state exactly what is and is not known and reason from the domain, industry and market context — never ask the user for more information. PART 2 — METRICS (mandatory, machine-read) Before writing the metrics, silently run this procedure: a) Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Travel / Hospitality category (for example "best Travel / Hospitality provider", "Hotel and resort bookings alternatives", "is Marriott International any good"). Count how many of those 10 you would answer with Marriott International actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://marriott.com you have genuinely encountered in training or retrieval — that is indexed_pages. If you have effectively never seen the domain, use 0. c) List the real competitors you would name in those answers, then work out what share of the total brand-name slots Marriott International would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

Frequently Asked Questions

4
Is Marriott International optimized for Answer Engine Optimization (AEO)?

Marriott International scores 1349 on BrandAEO's independent open-scale Answer Engine Optimization assessment, indicating strong visibility and recommendation strength when AI models answer travel / hospitality questions.

How do AI models like ChatGPT and Gemini see Marriott International?

BrandAEO evaluated Marriott International across 5 AI answer engines (OpenAI, Gemini, Perplexity, DeepSeek, Qwen) and 10 visibility dimensions (each scored 0-30). Marriott International currently has an Overall Score of 1349, indicating strong presence and recommendation strength when AI models answer travel / hospitality questions.

What is Marriott International's AEO score?

Marriott International's Answer Engine Optimization (AEO) Overall Score is 1349 on BrandAEO's open scale — the sum of 10 visibility dimensions each scored 0-30 — an independent assessment of how visible, accurately described, and frequently recommended Marriott International is inside AI-generated answers.

How can Marriott International improve its visibility in AI answers?

Marriott International can improve its AEO score by strengthening authoritative citations, publishing clear structured content about its products, earning third-party mentions, and ensuring consistent, accurate brand information across the web that AI engines can retrieve and cite.