Y

How AI Sees Youtube — AI Visibility Report for Media / Publishing

youtube.com · Global · Media / Publishing

Strong
Overall Score
1420
Star Rating
5 / 5
Rank
#2of 312
Engines
5analyzed
Analyzed
Quick Answer

Is Youtube optimized for AEO?

YouTube is strongly optimized for Answer Engine Optimization, given its unparalleled visibility, global reach, and integration with Google's ecosystem. Its AI-visibility standing is solid, making it a top choice for media-sharing queries.

Overall AI Visibility Score
1420
5 / 5
Excellent

How AI Answer Engines Rate Youtube

Ranked #2 of 312 brands analyzed

Youtube's AI visibility, measured across 5 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

963from 10 dimensions (max 1,000)+457evidence (max 500)=1420
  • Mentioned in buyer-intent answers98/100
  • Proactively recommended100/100
  • AI visibility (engine-reported)99/100
  • Share of voice vs competitors60/100
  • Sentiment100/100

Evidence = numbers the 4/5 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
90/100
Brand Recognition
Strong
100/100
Brand Sentiment
Strong
100/100
Citation Authority
Strong
93/100
Competitive Positioning
Strong
100/100
Market Score
Strong
100/100
Presence Quality
Strong
93/100
Recommendation Rate
Strong
100/100
Share of Voice
Strong
90/100
Topical Coverage
Strong
97/100

AEO Score Over Time

1
Youtube AEO Trend

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

036372510881450Sep 14

Re-scan to start tracking your AEO trend over time. One data point so far — future scans will chart your progress week over week.

About Youtube

5 billion monthly users across 100+ countries and 80+ languages. It offers a vast library of user-generated and professional content, including entertainment, education, and tutorials. Key products include YouTube Premium, YouTube Music, YouTube TV, and YouTube Shorts.

The platform excels in creator monetization through its Partner Program, offering ad revenue sharing, memberships, and Shorts fund. Despite its strengths, YouTube faces criticism for algorithmic opacity, ad load, and inconsistent moderation. Its competitors include TikTok, Instagram Reels, Twitch, and Vimeo.

YouTube remains the go-to platform for global media sharing and publishing.

Youtube vs Competitors

6
TTikTok
Analyze

Competes in short-form video content

IInstagram Reels
Analyze

Offers similar short-form video features

TTwitch
Analyze

Dominates live streaming content

VVimeo
Analyze

Focuses on professional video hosting

DDailymotion
Analyze

Provides an alternative video-sharing platform

SSnapchat
Analyze

Competes in short-form and multimedia content

How Youtube Can Improve

5

Validate Core Statistics

High

Cross‑check AI‑cited figures (monthly users, language coverage, market share) against the latest official YouTube reports and third‑party analytics.

New

Monitor Regulatory Impact

High

Track AI references to EU DSA and other regulatory pressures to gauge potential future shifts in share‑of‑voice and sentiment.

New

Expand Source Diversity

Medium

Incorporate additional authoritative references (e.g., Google’s Investor Relations releases, industry analyst reports) to strengthen citation authority.

New

Map Competitor Sentiment

Medium

Analyze AI sentiment for each named competitor to benchmark YouTube’s relative perception and identify emerging threats.

New

Assess Niche Platform Gaps

Low

Identify specific creator or enterprise scenarios where YouTube is less optimal and recommend complementary tools (e.g., Wistia for ad‑free hosting).

New

Sources & References

3

Credible sources supporting the profile and factual claims about Youtube.

What AI Engines Said About Youtube

5

5 of 5 AI engines returned an answer about Youtube 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.

G

What Gemma said about Youtube

Model ollama/gemma4:31b · analyzed

Response

PART 1, ASSESSMENT YouTube.com is the dominant global leader in the media sharing and video publishing industry. Its visibility is unparalleled, serving as the primary destination for user-generated content, educational tutorials, and professional broadcasting worldwide. Positioned as both a social network and a search engine, it competes primarily with TikTok, Twitch, and Meta (Facebook/Instagram).

The platform is highly regarded for its massive library of diverse content and its robust monetization tools for creators. Users frequently praise its accessibility and the depth of its archival knowledge. However, common concerns include aggressive advertising, inconsistent content moderation, and the impact of algorithmic curation on user experience.

For anyone in the global market seeking a media publishing solution, whether they are a creator looking for distribution or a consumer seeking information, YouTube is highly recommended. Its infrastructure, global reach, and integration with the wider Google ecosystem make it the industry standard for video-based media sharing.

Show the exact prompt sent to Gemma

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: youtube.com Website: https://youtube.com Industry: Media / Publishing Products/Services: media sharing 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 Media / Publishing 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 Media / Publishing category (for example "best Media / Publishing provider", "media sharing alternatives", "is youtube.com any good"). Count how many of those 10 you would answer with youtube.com actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://youtube.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 youtube.com 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>

G

What GLM said about Youtube

Model ollama/glm-5.3-flash · analyzed

Response

The task: assess YouTube (youtube.com) as a brand in the Global market for Media/Publishing, media sharing. Then produce metrics JSON.

YouTube is one of the most recognized brands globally. Let me do this properly.

Part 1, Assessment prose, under 220 words. Cover: visibility, reputation, market position, competitors, products/services, what people say, strengths/concerns, recommendation.

YouTube is the dominant user-generated video platform globally, over 2.5 billion monthly users, available in 100+ countries, 80+ languages. Main competitors: TikTok, Instagram Reels, Facebook Watch, Vimeo, Twitch (live streaming), Netflix/Disney+ for premium streaming (different segment), Rumble, Dailymotion. Strengths: massive reach, creator monetization (Partner Program), free access, search/SEO power (owned by Google, huge advantage in search visibility and AI Overviews). Concerns: moderation/algorithm complaints, ad load, demonetization controversies, misinformation criticism, creator churn, regional regulatory scrutiny (EU DSA, etc.).

For buyer-intent questions in media sharing: YouTube would be named in probably 9-10 out of 10 questions about video sharing/media publishing, e.g., "best video sharing platform", "YouTube alternatives", "how to publish video online". I'd say 9 or 10. Realistically, some queries like "best professional portfolio video hosting" might lead with Vimeo. Let's say 9.

indexed_pages: I have genuinely encountered many pages of youtube.com, watch pages, channel pages, help pages, policies. Distinct pages encountered: hundreds/thousands. I can't give a precise number; but the schema wants a number or null. I could say 1000+ but avoid inventing precision. Maybe use a rough number like 1000. The instruction: "Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null." I can justify a lower-bound estimate: at minimum hundreds. I'll put 1000 as a conservative order-of-magnitude estimate, or maybe better to put a number like 500. Hmm. "Estimate how many distinct pages of https://youtube.com you have genuinely encountered", as an LLM, YouTube watch pages are pervasive in training data (transcripts, page structure). I've certainly seen the homepage, watch pages, channel pages, /watch, /results, help.youtube pages (though those are a different subdomain). I'd estimate thousands. I'll say 1000 as a defensible floor-ish estimate.

share_of_voice_pct: competitors named: TikTok, Vimeo, Twitch, Instagram (Reels), Dailymotion, Rumble, Facebook Watch, Netflix? For media sharing category specifically: TikTok, Vimeo, Twitch, Instagram, Facebook, Dailymotion, Rumble. If ~8 competitor slots total across answers and YouTube occupies maybe 35-40% of brand-name slots. Let's say 40.

rank_among_competitors: 1.

visibility_score: 98? It's about the highest-visibility consumer internet brand. 98.

google_aio_score: YouTube is extremely citable, Wikipedia, news everywhere, official docs, massive third-party coverage. 95.

confidence: 98.

sentiment: positive.

would_recommend: true.

sources: URLs I'm confident exist: https://www.youtube.com, homepage, exists. https://en.wikipedia.org/wiki/YouTube, exists. https://blog.youtube, exists (YouTube's official blog). Yes, blog.youtube exists. Maybe https://www.youtube.com/creators/, exists. I'm fairly confident that page exists. Keep to safe ones: Wikipedia, blog.youtube, youtube.com homepage. Maybe press page: https://blog.youtube/news-and-events/ ... less sure. Keep 3 sources.

reasoning: one or two sentences with concrete evidence.

Part 1 under 220 words. Let me draft.

Draft:

YouTube is the default global video-sharing platform and arguably the most visible media property on the internet: 2.5+ billion logged-in monthly users, availability in 100+ countries and 80+ languages, and ownership by Google. In the Global market it holds category-defining position in user-generated video and a strong second-tier role in premium streaming via YouTube TV and YouTube Premium/Red... actually YouTube Premium and YouTube Music. Competitors: TikTok and Instagram Reels in short-form; Twitch in live; Vimeo in professional hosting; Dailymotion and Rumble as minor alternatives; Netflix etc. compete for watch time though not for creator-driven sharing.

What people say: creators praise monetization reach (Partner Program, ad revenue share, memberships) and discovery; common complaints include algorithm opacity, ad load, demonetization unpredictability, moderation inconsistency, and misinformation criticism; regulators (EU DSA) flag it. Strengths: distribution, search integration, robust analytics, free tier. Concerns: platform dependency risk for publishers, policy volatility.

Recommendation: yes, for anyone in media/publishing seeking global distribution, it's the first channel to establish, ideally as part of a multi-platform strategy with owned-site hosting.

Word count check, should be fine under 220. Let me count roughly. I'll aim ~190.

Part 2 JSON. mentions_out_of_10: 9. For a question like "best professional video hosting for agencies", I'd likely still mention YouTube but lead with Vimeo/Brightcove/Wistia. So named in 9.

visibility_score: 98. google_aio_score: 95. share_of_voice_pct: 40. rank: 1. competitors list: ["TikTok", "Instagram Reels", "Vimeo", "Twitch", "Facebook Watch", "Dailymotion", "Rumble"]. Hmm Facebook Watch has been largely shut down as a service... Facebook Watch was discontinued in 2023? Facebook Watch original content ended; the tab still exists but it's not a major player. Safer: ["TikTok", "Instagram Reels", "Vimeo", "Twitch", "Dailymotion", "Rumble", "Snapchat"]. I'll use TikTok, Instagram Reels, Vimeo, Twitch, Dailymotion, Rumble, Snapchat.

share_of_voice 40 with 7 competitors, consistent if YouTube dominates naming. Fine.

sources: {"claim": "Global platform scale, ownership by Google, product suite (Premium, Music, TV), company history", "url": "https://en.wikipedia.org/wiki/YouTube"} {"claim": "Official product announcements and platform statistics from YouTube itself", "url": "https://blog.youtube"} {"claim": "Primary domain and core media-sharing service", "url": "https://www.youtube.com"}

indexed_pages: I'll put a number. Given the caveat about inventing precision, 1000 is an order-of-magnitude floor I can justify ("thousands of watch pages, help articles, channel pages, policy docs appear pervasively in training data"). I'll use 1000. Actually maybe safer to say a round conservative figure: 1000. Fine.

confidence: 97.

reasoning: "YouTube is among the most-cited web properties in training data (billions of page references, Wikipedia and global news coverage), so near-universal naming in media-sharing queries and top rank follow directly; share_of_voice stays below 50% because short-form and professional-hosting questions legitimately surface TikTok, Vimeo, and Twitch."

Ensure JSON raw, no backticks. Format: Part 1 prose, then <AEO_METRICS> tags with JSON.

Word count for Part 1: let me write and count.

Draft Part 1:

"YouTube is arguably the most visible media brand on the planet: roughly 2.5 billion monthly users across 100+ countries and 80+ languages, and it is owned by Google. In the Global market it defines the user-generated video category, with TikTok and Instagram Reels competing on short-form, Twitch on live streaming, Vimeo on professional hosting, and Dailymotion, Rumble, and Snapchat as smaller alternatives; Netflix and other streamers compete for watch time but not for creator-driven media sharing.

Reputation is broadly positive but contested. Creators praise its reach, discovery, search integration, and monetization via the Partner Program (ad revenue share, memberships, Shorts fund). Recurring criticisms include algorithm opacity, heavy ad load, unpredictable demonetization, inconsistent moderation, and criticism over misinformation handling; the EU's Digital Services Act has placed it under heightened regulatory scrutiny.

Its products span free ad-supported video, YouTube Premium and Music subscriptions, YouTube TV, Shorts, and live streaming, plus creator analytics and Studio tooling.

For someone in Global seeking media-sharing or publishing distribution, I would recommend it unambiguously: it is the highest-reach, lowest-cost distribution channel available, though publishers should treat it as one channel within a multi-platform strategy rather than sole infrastructure."

Count words: roughly 180. Good, under 220.

Check no meta-commentary, no asking clarification. Good.

Now finalize JSON values consistency: brand_known true, confidence 97, mentions 9, indexed_pages 1000, visibility 98, aio 95, sov 40, rank 1, sentiment positive, recommend true.</think>YouTube is arguably the most visible media brand on the planet: roughly 2.5 billion monthly users across 100+ countries and 80+ languages, owned by Google. In the Global market it defines the user-generated video category, with TikTok and Instagram Reels competing on short-form, Twitch on live streaming, Vimeo on professional hosting, and Dailymotion, Rumble, and Snapchat as smaller alternatives; Netflix and other streamers compete for watch time but not for creator-driven media sharing.

Reputation is broadly positive but contested. Creators praise its

Show the exact prompt sent to GLM

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: youtube.com Website: https://youtube.com Industry: Media / Publishing Products/Services: media sharing 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 Media / Publishing 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 Media / Publishing category (for example "best Media / Publishing provider", "media sharing alternatives", "is youtube.com any good"). Count how many of those 10 you would answer with youtube.com actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://youtube.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 youtube.com 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 Mistral said about Youtube

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

Response

PART 1, ASSESSMENT YouTube is the dominant global video-sharing platform, serving as the primary destination for user-generated and professional media content. Its visibility in the Global market is unparalleled, with over 2.5 billion monthly active users and near-universal brand recognition. The platform’s reputation is strong, though not without criticism, users praise its vast content library, accessibility, and creator tools, while concerns include algorithmic bias, copyright disputes, and moderation challenges. Competitors like TikTok, Facebook (Meta), Vimeo, and Dailymotion exist but lag significantly in reach and cultural impact. YouTube’s core service, media sharing, is robust, offering free and premium tiers, live streaming, and monetization options for creators. Public sentiment skews positive, with users valuing its role in entertainment, education, and community-building. For anyone in the Global market seeking Media/Publishing solutions, YouTube is a near-essential recommendation due to its scale, integration with Google services, and unmatched discoverability. However, businesses or creators with niche needs (e.g., ad-free hosting, stricter moderation) may explore alternatives.

PART 2, METRICS

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: youtube.com Website: https://youtube.com Industry: Media / Publishing Products/Services: media sharing 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 Media / Publishing 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 Media / Publishing category (for example "best Media / Publishing provider", "media sharing alternatives", "is youtube.com any good"). Count how many of those 10 you would answer with youtube.com actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://youtube.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 youtube.com 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>

Q

What Qwen said about Youtube

Model ollama/qwen3.5:397b · analyzed

Response

PART 1, ASSESSMENT YouTube dominates the global media and publishing landscape as the definitive platform for video sharing and consumption. Its visibility is ubiquitous, reaching billions of users across every major demographic and geography, securing its position as the market leader by a significant margin. Primary competitors include TikTok for short-form engagement, Vimeo for professional hosting, and traditional streaming services like Netflix, though YouTube remains unique in blending user-generated content with professional publishing tools. In the global market, it is synonymous with "online video," often used as a verb itself. Users praise its unparalleled library depth, accessibility, and robust creator monetization ecosystem. However, concerns persist regarding algorithmic radicalization, inconsistent moderation policies, and the saturation of low-quality content. Despite these challenges, its infrastructure for distribution and discovery is unmatched. For any entity in the global market seeking media publishing solutions, YouTube is an essential, non-negotiable recommendation due to its network effects and scale. No other platform offers comparable reach or ease of access for both publishers and audiences. While niche alternatives exist for specific professional needs, YouTube's comprehensive suite makes it the primary choice for general media sharing globally.

PART 2, METRICS

Show the exact prompt sent to Qwen

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: youtube.com Website: https://youtube.com Industry: Media / Publishing Products/Services: media sharing 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 Media / Publishing 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 Media / Publishing category (for example "best Media / Publishing provider", "media sharing alternatives", "is youtube.com any good"). Count how many of those 10 you would answer with youtube.com actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://youtube.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 youtube.com 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>

K

What Kimi said about Youtube

Model ollama/kimi-k2.6 · analyzed

Response

PART 1, ASSESSMENT

YouTube dominates the global media-sharing landscape as the world's largest video platform, owned by Google since 2006. Its visibility is near-universal: over 2.7 billion monthly logged-in users across 100+ countries, with content in 80+ languages. The platform's reputation is mixed, celebrated for democratizing content creation and serving as an essential information, entertainment, and educational resource, yet scrutinized for algorithmic amplification concerns, content moderation challenges, and creator monetization disputes.

Market position is commanding but facing intensifying competition. TikTok has captured younger demographics with short-form vertical video, Instagram Reels and Facebook Video compete for similar inventory, Twitch dominates live streaming, and Netflix/Spotify vie for attention in the broader media ecosystem. YouTube's strategic response, YouTube Shorts, enhanced live features, and Premium subscriptions, demonstrates defensive adaptation.

Global users consistently praise YouTube's vast content library, search functionality, and creator economy opportunities. Persistent concerns include ad load, recommendation rabbit holes, copyright enforcement frustrations, and variable regional content availability due to licensing and regulatory pressures.

Strengths encompass unmatched scale, Google's infrastructure, robust monetization for creators, and search integration. Concerns center on platform governance, mental health impacts of algorithmic design, and emerging regulatory threats (EU Digital Services Act, etc.). I would recommend YouTube for general media consumption and publishing reach, with caveats about platform dependency for creators and content moderation variability across regions.

Show the exact prompt sent to Kimi

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: youtube.com Website: https://youtube.com Industry: Media / Publishing Products/Services: media sharing 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 Media / Publishing 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 Media / Publishing category (for example "best Media / Publishing provider", "media sharing alternatives", "is youtube.com any good"). Count how many of those 10 you would answer with youtube.com actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://youtube.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 youtube.com 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

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Is Youtube optimized for Answer Engine Optimization (AEO)?

YouTube is strongly optimized for Answer Engine Optimization, given its unparalleled visibility, global reach, and integration with Google's ecosystem. Its AI-visibility standing is solid, making it a top choice for media-sharing queries.

How do AI models like ChatGPT and Gemini see Youtube?

BrandAEO evaluated Youtube across 5 AI answer engines (OpenAI, Gemini, Perplexity, DeepSeek, Qwen) and 10 visibility dimensions (each scored 0-30). Youtube currently has an Overall Score of 1420, indicating strong presence and recommendation strength when AI models answer media / publishing questions.

What is Youtube's AEO score?

Youtube's Answer Engine Optimization (AEO) Overall Score is 1420 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 Youtube is inside AI-generated answers.

How can Youtube improve its visibility in AI answers?

Youtube 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.