T

How AI Sees The Guardian — AI Visibility Report for Media / Publishing

theguardian.com · Global · Media / Publishing

Strong
Overall Score
1181
Star Rating
4 / 5
Rank
#142of 337
Engines
3analyzed
Analyzed
Quick Answer

Is The Guardian optimized for AEO?

The Guardian scores 1181 on BrandAEO's independent open-scale AEO assessment (ranked #142 of 337 brands analyzed) — a strong level of visibility and recommendation strength when AI answer engines respond to media / publishing questions.

Overall AI Visibility Score
1181
4 / 5
Strong

How AI Answer Engines Rate The Guardian

Ranked #142 of 337 brands analyzed

The Guardian'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

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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.

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Dimension Breakdown

10

How the Overall Score is built

793from 10 dimensions (max 1,000)+388evidence (max 500)=1181
  • Mentioned in buyer-intent answers80/100
  • Proactively recommended100/100
  • AI visibility (engine-reported)88/100
  • Share of voice vs competitors20/100
  • Sentiment100/100

Evidence = numbers the 1/3 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
92/100
Brand Recognition
Strong
96/100
Brand Sentiment
Strong
100/100
Citation Authority
Fair
68/100
Competitive Positioning
Fair
71/100
Market Score
Strong
78/100
Presence Quality
Strong
82/100
Recommendation Rate
Strong
100/100
Share of Voice
Weak
20/100
Topical Coverage
Strong
86/100

AEO Score Over Time

4
The Guardian AEO Trend

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

03256509751300Sep 15Sep 29Oct 13Oct 27

About The Guardian

The Guardian operates in media / publishing (Global). This page summarizes how leading AI answer engines currently describe and recommend The Guardian, based on BrandAEO's independent open-scale AI-visibility assessment (Overall Score 1181, ranked #142 of 337).

The Guardian vs Competitors

Competitive positioning analysis is being prepared for The Guardian.

How The Guardian Can Improve

5

Expand Indexed Page Footprint

High

Increase the number of distinct Guardian pages that are crawled and indexed by search engines to improve AI citation authority.

New

Diversify Citation Sources

High

Publish authoritative press releases, whitepapers, and partner content on high‑authority domains to broaden the pool of AI‑trusted sources.

New

Boost AI Share of Voice

Medium

Create structured data, schema markup, and AI-friendly content to appear more frequently in AI-generated answers alongside competitors.

New

Address Perceived Bias

Medium

Develop transparent editorial guidelines and showcase balanced reporting to mitigate bias concerns in AI sentiment analysis.

New

Strengthen Revenue Model Visibility

Low

Communicate the sustainability of the donation/membership model through case studies and financial transparency to alleviate commercial viability worries.

New

What AI Engines Said About The Guardian

3

2 of 3 AI engines returned an answer about The Guardian 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.

Q

What Qwen said about The Guardian

No data

Model ollama/qwen3.5:397b · analyzed

Response

Qwen returned no answer for The Guardian on this run — the model was temporarily unavailable. It is excluded from the scored dimensions rather than counted as a negative signal.

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: The Guardian Website: https://theguardian.com Industry: Media / Publishing Products/Services: International news website 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", "International news website alternatives", "is The Guardian any good"). Count how many of those 10 you would answer with The Guardian actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://theguardian.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 The Guardian 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 The Guardian

Model ollama/minimax-m3 · analyzed

Response

PART 1, ASSESSMENT

The Guardian is a highly visible, globally recognized international news publisher, headquartered in the UK and operated by Scott Trust Limited. Its flagship website carries extensive global coverage, with dedicated editions and reporting for the UK, US, Australia, Europe, and other regions. For audiences seeking international news, it competes with major global news organizations and digital-native outlets, including The New York Times, Reuters, The BBC, CNN, The Washington Post, The Wall Street Journal, and Al Jazeera.

The brand is generally regarded as authoritative, independent, and progressive in editorial perspective. Its strengths include investigative journalism, specialist desks (environment, sport, culture, science), podcasts, newsletters, and a well-developed digital subscription model including “Supporter” and “Contributor” tiers. It is frequently cited by other outlets, academics, and policymakers, and its own domain has substantial depth and structured content that supports search and AI citation.

Concerns for a global buyer include a reputation for a left-leaning editorial viewpoint, occasional paywall friction, and business-model pressure common to legacy publishers. For someone in the global market seeking a media and publishing solution, whether as a reader, advertiser, or content partner, it is a strong recommendation, especially for international analysis, though alternative perspectives may be desirable for balanced coverage.

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: The Guardian Website: https://theguardian.com Industry: Media / Publishing Products/Services: International news website 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", "International news website alternatives", "is The Guardian any good"). Count how many of those 10 you would answer with The Guardian actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://theguardian.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 The Guardian 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 The Guardian

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

Response

{"id":"gen-1793081704-l4vuKO1hXVADAt16QXaK","created":1793081704,"model":"openrouter/deepseek/deepseek-v4-flash-0731","object":"chat.completion","system_fingerprint":"vllm-0.10.1.dev12547+ge636664a9-dp2-ep-7c87c8b8","choices":[{"finish_reason":"length","index":0,"message":{"role":"assistant","reasoning_content":"The user is asking me to assess The Guardian brand specifically in the Global market. Let me carefully follow the instructions.\n\nBrand: The Guardian\nWebsite: https://theguardian.com\nIndustry: Media / Publishing\nProducts/Services: International news website\nLocation / Target market: Global\n\nPART 1, ASSESSMENT (prose, under 220 words)\nI need to assess the brand specifically in the Global market: visibility and reputation, market position and main competitors, products/services, what people say, strengths/concerns, and whether I'd recommend it to someone in Global seeking Media/Publishing solutions.\n\nThe Guardian is a well-known British daily newspaper, but its website (theguardian.com) is globally accessible and has a strong international readership. It's known for open journalism, its digital-first approach, and its unique ownership structure (The Scott Trust Limited), which ensures editorial independence. It's one of the most visited English-language news websites globally.\n\nReputation: High trust in some circles, known for progressive/centre-left leanings, investigative journalism (e.g., WikiLeaks, Cambridge Analytica, Panama Papers), and its 24/7 global news coverage. It has a \"Guardian News & Media\" presence. Some criticism regarding political bias, particularly from conservative groups, but overall regarded as credible.\n\nMarket position: Among top international news websites, competing with BBC News, The New York Times, CNN, Reuters, Al Jazeera, etc. It's free to read but donation-supported (voluntary membership model), unlike NYT's paywall.\n\nProducts/services: News articles, live blogs, podcasts (Today in Focus), newsletters, apps, a mobile app, and support for open journalism. Also The Guardian's world edition.\n\nWhat people say: Often praised for quality journalism, thorough reporting, and open access. Some criticisms about opinion pieces or bias.\n\nRecommendation: Yes, would recommend for someone seeking a credible international news source, especially if they value open access and investigative journalism.\n\nI need to keep this under 220 words.\n\nPART 2, METRICS\nI need to follow the procedure silently and emit raw JSON.\n\na) Write 10 realistic buyer-intent questions and count how many I'd answer with The Guardian actually named.\n\nExample questions:\n1. \"Best international news website for breaking news\", The Guardian is one, yes.\n2. \"The Guardian reviews and opinions\", named, yes.\n3. \"Is The Guardian any good for global news\", named, yes.\n4. \"BBC News vs The Guardian\", named, yes.\n5. \"Media / Publishing provider for journalism\", maybe, yes.\n6. \"Most credible English-language news sites\", yes.\n7. \"New York Times alternatives for free news\", yes.\n8. \"Guardian app features\", yes.\n9. \"International news websites without a paywall\", yes.\n10. \"Best podcasts for world news\", maybe, Today in Focus, yes.\n\nLet me count: 1,2,3,4,5,6,7,8,9,10, that's 10. But maybe question 5 is about a provider, so The Guardian is a media provider, yes. Let me set mentions_out_of_10 = 9 or 10. To be conservative, maybe 9.\n\nActually, let's think carefully. The Guardian is a famous, globally recognized news site, so it would likely be named in most \"best international news\" queries. I'll set it to 9.\n\nb) Estimate distinct pages of theguardian.com I've genuinely encountered in training or retrieval. I have seen many Guardian articles, pages, section pages. This is a huge site. I've seen perhaps thousands of article URLs, opinion pieces, news sections, etc. But \"distinct pages\", I can confidently say I have encountered a large number. I'll estimate a large number but not too precise. Maybe 100,000? That seems too precise. I could use null? The rule says \"If you have effectively never seen the domain, use 0\", but I have seen it. I can estimate. Given the site has millions of pages, and I have training data containing a large portion of the web, I've likely seen many Guardian pages. I'll estimate 50,000. Hmm, but that's a guess. The instructions say never invent precise-looking figures you cannot justify. I can use a broad number. Let me use 25,000. Actually, maybe better to use null if uncertain? The rule says use null if genuinely cannot estimate. I can estimate roughly, I'll go with 20,000 as a rough estimate.\n\nc) Competitors: BBC News, The New York Times, CNN, Reuters, Al Jazeera, The Washington Post, The Independent, The Telegraph, HuffPost, Vox, etc.\n\nShare of voice: Within the set of competitors mentioned, The Guardian occupies maybe 1 of 5-6 slots. Let's say 6 competitors total including The Guardian. Share of voice = 1/6 ≈ 17%. Rank among competitors: The Guardian is top-tier but NYT and BBC often rank higher in global visibility. I'd rank it 3rd among BBC, NYT, Guardian. But for international news, it's arguable. I'll say rank 3.\n\nd) Google AI Overview readiness: The Guardian's web presence is highly authoritative, well-covered on Wikipedia, frequently cited, has its own site depth. Score high, maybe 85.\n\nVisibility score: high, 80-85.\nConfidence: 85.\nBrand known: true.\nSentiment: positive.\nWould recommend: true.\n\nSources: I need to list URLs I am confident exist.\n- https://www.theguardian.com/international, I believe this is the Guardian's international homepage. Actually, theguardian.com redirects to international or UK. I know https://www.theguardian.com/international exists.\n- https://en.wikipedia.org/wiki/The_Guardian, definitely exists.\n- https://www.theguardian.com/world, world news section, definitely exists.\n- https://www.theguardian.com/commentisfree, definitely exists.\n- https://www.theguardian.com/technology, definitely exists.\n\nI'll list a few.\n\nReasoning: one or two sentences.\n\nLet me count words for Part 1. I'll aim for ~180-200 words.\n\nLet me write PART 1:\n\n\"The Guardian is one of the world's most recognised English-language news websites, with a strong global footprint and a reputation for investigative journalism and independent reporting. Its digital edition reaches readers worldwide, and it is especially visible in international conversations around politics, climate, technology, and culture. The brand's market position is strong among the top tier of global news publishers, competing directly with BBC News, The New York Times, CNN, Reuters, and Al Jazeera. Its core product is a free-access news website supported by membership and donations, supplemented by podcasts, newsletters, apps, and the 'Today in Focus' daily show. Globally, readers often praise The Guardian for quality reporting, transparency, and editorial independence, though some critique its progressive editorial stance or find the donation model less sustainable than subscription rivals. Notable strengths include the Scott Trust ownership, international reporting networks, and a highly cited investigative track record. The main concern is commercial sustainability compared with paywalled competitors. Overall, I would recommend The Guardian to anyone seeking credible, open-access international news coverage.\"\n\nLet me count words: \nThe(1) Guardian(2) is(3) one(4) of(5) the(6) world's(7) most(8) recognised(9) English-language(10) news(11) websites,(12) with(13) a(14) strong(15) global(16) footprint(17) and(18) a(19) reputation(20) for(21) investigative(22) journalism(23) and(24) independent(25) reporting.(26) Its(27) digital(28) edition(29) reaches(30) readers(31) worldwide,(32) and(33) it(34) is(35) especially(36) visible(37) in(38) international(39) conversations(40) around(41) politics,(42) climate,(43) technology,(44) and(45) culture.(46) The(47) brand's(48) market(49) position(50) is(51) strong(52) among(53) the(54) top(55) tier(56) of(57) global(58) news(59) publishers,(60) competing(61) directly(62) with(63) BBC(64) News,(65) The(66) New(67) York(68) Times,(69) CNN,(70) Reuters,(71) and(72) Al(73) Jazeera.(74) Its(75) core(76) product(77) is(78) a(79) free-access(80) news(81) website(82) supported(83) by(84) membership(85) and(86) donations,(87) supplemented(88) by(89) podcasts,(90) newsletters,(91) apps,(92) and(93) the(94) 'Today(95) in(96) Focus'(97) daily(98) show.(99) Globally,(100) readers(101) often(102) praise(103) The(104) Guardian(105) for(106) quality(107) reporting,(108) transparency,(109) and(110) editorial(111) independence,(112) though(113) some(114) critique(115) its(116) progressive(117) editorial(118) stance(119) or(120) find(121) the(","provider_specific_fields":{"reasoning":"The user is asking me to assess The Guardian brand specifically in the Global market. Let me carefully follow the instructions.\n\nBrand: The Guardian\nWebsite: https://theguardian.com\nIndustry: Media / Publishing\nProducts/Services: International news website\nLocation / Target market: Global\n\nPART 1, ASSESSMENT (prose, under 220 words)\nI need to assess the brand specifically in the Global market: visibility and reputation, market position and main competitors, products/services, what people say, strengths/concerns, and whether I'd recommend it to someone in Global seeking Media/Publishing solutions.\n\nThe Guardian is a well-known British daily newspaper, but its website (theguardian.com) is globally accessible and has a strong international readership. It's known for open journalism, its digital-first approach, and its unique ownership structure (The Scott Trust Limited), which ensures editorial independence. It's one of the most visited English-language news websites globally.\n\nReputation: High trust in some circles, known for progressive/centre-left leanings, investigative journalism (e.g., WikiLeaks, Cambridge Analytica, Panama Papers), and its 24/7 global news coverage. It has a \"Guardian News & Media\" presence. Some criticism regarding political bias, particularly from conservative groups, but overall regarded as credible.\n\nMarket position: Among top international news websites, competing with BBC News, The New York Times, CNN, Reuters, Al Jazeera, etc. It's free to read but donation-supported (voluntary membership model), unlike NYT's paywall.\n\nProducts/services: News articles, live blogs, podcasts (Today in Focus), newsletters, apps, a mobile app, and support for open journalism. Also The Guardian's world edition.\n\nWhat people say: Often praised for quality journalism, thorough reporting, and open access. Some criticisms about opinion pieces or bias.\n\nRecommendation: Yes, would recommend for someone seeking a credible international news source, especially if they value open access and investigative journalism.\n\nI need to keep this under 220 words.\n\nPART 2, METRICS\nI need to follow the procedure silently and emit raw JSON.\n\na) Write 10 realistic buyer-intent questions and count how many I'd answer with The Guardian actually named.\n\nExample questions:\n1. \"Best international news website for breaking news\", The Guardian is one, yes.\n2. \"The Guardian reviews and opinions\", named, yes.\n3. \"Is The Guardian any good for global news\", named, yes.\n4. \"BBC News vs The Guardian\", named, yes.\n5. \"Media / Publishing provider for journalism\", maybe, yes.\n6. \"Most credible English-language news sites\", yes.\n7. \"New York Times alternatives for free news\", yes.\n8. \"Guardian app features\", yes.\n9. \"International news websites without a paywall\", yes.\n10. \"Best podcasts for world news\", maybe, Today in Focus, yes.\n\nLet me count: 1,2,3,4,5,6,7,8,9,10, that's 10. But maybe question 5 is about a provider, so The Guardian is a media provider, yes. Let me set mentions_out_of_10 = 9 or 10. To be conservative, maybe 9.\n\nActually, let's think carefully. The Guardian is a famous, globally recognized news site, so it would likely be named in most \"best international news\" queries. I'll set it to 9.\n\nb) Estimate distinct pages of theguardian.com I've genuinely encountered in training or retrieval. I have seen many Guardian articles, pages, section pages. This is a huge site. I've seen perhaps thousands of article URLs, opinion pieces, news sections, etc. But \"distinct pages\", I can confidently say I have encountered a large number. I'll estimate a large number but not too precise. Maybe 100,000? That seems too precise. I could use null? The rule says \"If you have effectively never seen the domain, use 0\", but I have seen it. I can estimate. Given the site has millions of pages, and I have training data containing a large portion of the web, I've likely seen many Guardian pages. I'll estimate 50,000. Hmm, but that's a guess. The instructions say never invent precise-looking figures you cannot justify. I can use a broad number. Let me use 25,000. Actually, maybe better to use null if uncertain? The rule says use null if genuinely cannot estimate. I can estimate roughly, I'll go with 20,000 as a rough estimate.\n\nc) Competitors: BBC News, The New York Times, CNN, Reuters, Al Jazeera, The Washington Post, The Independent, The Telegraph, HuffPost, Vox, etc.\n\nShare of voice: Within the set of competitors mentioned, The Guardian occupies maybe 1 of 5-6 slots. Let's say 6 competitors total including The Guardian. Share of voice = 1/6 ≈ 17%. Rank among competitors: The Guardian is top-tier but NYT and BBC often rank higher in global visibility. I'd rank it 3rd among BBC, NYT, Guardian. But for international news, it's arguable. I'll say rank 3.\n\nd) Google AI Overview readiness: The Guardian's web presence is highly authoritative, well-covered on Wikipedia, frequently cited, has its own site depth. Score high, maybe 85.\n\nVisibility score: high, 80-85.\nConfidence: 85.\nBrand known: true.\nSentiment: positive.\nWould recommend: true.\n\nSources: I need to list URLs I am confident exist.\n- https://www.theguardian.com/international, I believe this is the Guardian's international homepage. Actually, theguardian.com redirects to international or UK. I know https://www.theguardian.com/international exists.\n- https://en.wikipedia.org/wiki/The_Guardian, definitely exists.\n- https://www.theguardian.com/world, world news section, definitely exists.\n- https://www.theguardian.com/commentisfree, definitely exists.\n- https://www.theguardian.com/technology, definitely exists.\n\nI'll list a few.\n\nReasoning: one or two sentences.\n\nLet me count words for Part 1. I'll aim for ~180-200 words.\n\nLet me write PART 1:\n\n\"The Guardian is one of the world's most recognised English-language news websites, with a strong global footprint and a reputation for investigative journalism and independent reporting. Its digital edition reaches readers worldwide, and it is especially visible in international conversations around politics, climate, technology, and culture. The brand's market position is strong among the top tier of global news publishers, competing directly with BBC News, The New York Times, CNN, Reuters, and Al Jazeera. Its core product is a free-access news website supported by membership and donations, supplemented by podcasts, newsletters, apps, and the 'Today in Focus' daily show. Globally, readers often praise The Guardian for quality reporting, transparency, and editorial independence, though some critique its progressive editorial stance or find the donation model less sustainable than subscription rivals. Notable strengths include the Scott Trust ownership, international reporting networks, and a highly cited investigative track record. The main concern is commercial sustainability compared with paywalled competitors. Overall, I would recommend The Guardian to anyone seeking credible, open-access international news coverage.\"\n\nLet me count words: \nThe(1) Guardian(2) is(3) one(4) of(5) the(6) world's(7) most(8) recognised(9) English-language(10) news(11) websites,(12) with(13) a(14) strong(15) global(16) footprint(17) and(18) a(19) reputation(20) for(21) investigative(22) journalism(23) and(24) independent(25) reporting.(26) Its(27) digital(28) edition(29) reaches(30) readers(31) worldwide,(32) and(33) it(34) is(35) especially(36) visible(37) in(38) international(39) conversations(40) around(41) politics,(42) climate,(43) technology,(44) and(45) culture.(46) The(47) brand's(48) market(49) position(50) is(51) strong(52) among(53) the(54) top(55) tier(56) of(57) global(58) news(59) publishers,(60) competing(61) directly(62) with(63) BBC(64) News,(65) The(66) New(67) York(68) Times,(69) CNN,(70) Reuters,(71) and(72) Al(73) Jazeera.(74) Its(75) core(76) product(77) is(78) a(79) free-access(80) news(81) website(82) supported(83) by(84) membership(85) and(86) donations,(87) supplemented(88) by(89) podcasts,(90) newsletters,(91) apps,(92) and(93) the(94) 'Today(95) in(96) Focus'(97) daily(98) show.(99) Globally,(100) readers(101) often(102) praise(103) The(104) Guardian(105) for(106) quality(107) reporting,(108) transparency,(109) and(110) editorial(111) independence,(112) though(113) some(114) critique(115) its(116) progressive(117) editorial(118) stance(119) or(120) find(121) the(","reasoning_details":[{"type":"reasoning.text","text":"The user is asking me to assess The Guardian brand specifically in the Global market. Let me carefully follow the instructions.\n\nBrand: The Guardian\nWebsite: https://theguardian.com\nIndustry: Media / Publishing\nProducts/Services: International news website\nLocation / Target market: Global\n\nPART 1, ASSESSMENT (prose, under 220 words)\nI need to assess the brand specifically in the Global market: visibility and reputation, market position and main competitors, products/services, what people say, strengths/concerns, and whether I'd recommend it to someone in Global seeking Media/Publishing solutions.\n\nThe Guardian is a well-known British daily newspaper, but its website (theguardian.com) is globally accessible and has a strong international readership. It's known for open journalism, its digital-first approach, and its unique ownership structure (The Scott Trust Limited), which ensures editorial independence. It's one of the most visited English-language news websites globally.\n\nReputation: High trust in some circles, known for progressive/centre-left leanings, investigative journalism (e.g., WikiLeaks, Cambridge Analytica, Panama Papers), and its 24/7 global news coverage. It has a \"Guardian News & Media\" presence. Some criticism regarding political bias, particularly from conservative groups, but overall regarded as credible.\n\nMarket position: Among top international news websites, competing with BBC News, The New York Times, CNN, Reuters, Al Jazeera, etc. It's free to read but donation-supported (voluntary membership model), unlike NYT's paywall.\n\nProducts/services: News articles, live blogs, podcasts (Today in Focus), newsletters, apps, a mobile app, and support for open journalism. Also The Guardian's world edition.\n\nWhat people say: Often praised for quality journalism, thorough reporting, and open access. Some criticisms about opinion pieces or bias.\n\nRecommendation: Yes, would recommend for someone seeking a credible international news source, especially if they value open access and investigative journalism.\n\nI need to keep this under 220 words.\n\nPART 2, METRICS\nI need to follow the procedure silently and emit raw JSON.\n\na) Write 10 realistic buyer-intent questions and count how many I'd answer with The Guardian actually named.\n\nExample questions:\n1. \"Best international news website for breaking news\", The Guardian is one, yes.\n2. \"The Guardian reviews and opinions\", named, yes.\n3. \"Is The Guardian any good for global news\", named, yes.\n4. \"BBC News vs The Guardian\", named, yes.\n5. \"Media / Publishing provider for journalism\", maybe, yes.\n6. \"Most credible English-language news sites\", yes.\n7. \"New York Times alternatives for free news\", yes.\n8. \"Guardian app features\", yes.\n9. \"International news websites without a paywall\", yes.\n10. \"Best podcasts for world news\", maybe, Today in Focus, yes.\n\nLet me count: 1,2,3,4,5,6,7,8,9,10, that's 10. But maybe question 5 is about a provider, so The Guardian is a media provider, yes. Let me set mentions_out_of_10 = 9 or 10. To be conservative, maybe 9.\n\nActually, let's think carefully. The Guardian is a famous, globally recognized news site, so it would likely be named in most \"best international news\" queries. I'll set it to 9.\n\nb) Estimate distinct pages of theguardian.com I've genuinely encountered in training or retrieval. I have seen many Guardian articles, pages, section pages. This is a huge site. I've seen perhaps thousands of article URLs, opinion pieces, news sections, etc. But \"distinct pages\", I can confidently say I have encountered a large number. I'll estimate a large number but not too precise. Maybe 100,000? That seems too precise. I could use null? The rule says \"If you have effectively never seen the domain, use 0\", but I have seen it. I can estimate. Given the site has millions of pages, and I have training data containing a large portion of the web, I've likely seen many Guardian pages. I'll estimate 50,000. Hmm, but that's a guess. The instructions say never invent precise-looking figures you cannot justify. I can use a broad number. Let me use 25,000. Actually, maybe better to use null if uncertain? The rule says use null if genuinely cannot estimate. I can estimate roughly, I'll go with 20,000 as a rough estimate.\n\nc) Competitors: BBC News, The New York Times, CNN, Reuters, Al Jazeera, The Washington Post, The Independent, The Telegraph, HuffPost, Vox, etc.\n\nShare of voice: Within the set of competitors mentioned, The Guardian occupies maybe 1 of 5-6 slots. Let's say 6 competitors total including The Guardian. Share of voice = 1/6 ≈ 17%. Rank among competitors: The Guardian is top-tier but NYT and BBC often rank higher in global visibility. I'd rank it 3rd among BBC, NYT, Guardian. But for international news, it's arguable. I'll say rank 3.\n\nd) Google AI Overview readiness: The Guardian's web presence is highly authoritative, well-covered on Wikipedia, frequently cited, has its own site depth. Score high, maybe 85.\n\nVisibility score: high, 80-85.\nConfidence: 85.\nBrand known: true.\nSentiment: positive.\nWould recommend: true.\n\nSources: I need to list URLs I am confident exist.\n- https://www.theguardian.com/international, I believe this is the Guardian's international homepage. Actually, theguardian.com redirects to international or UK. I know https://www.theguardian.com/international exists.\n- https://en.wikipedia.org/wiki/The_Guardian, definitely exists.\n- https://www.theguardian.com/world, world news section, definitely exists.\n- https://www.theguardian.com/commentisfree, definitely exists.\n- https://www.theguardian.com/technology, definitely exists.\n\nI'll list a few.\n\nReasoning: one or two sentences.\n\nLet me count words for Part 1. I'll aim for ~180-200 words.\n\nLet me write PART 1:\n\n\"The Guardian is one of the world's most recognised English-language news websites, with a strong global footprint and a reputation for investigative journalism and independent reporting. Its digital edition reaches readers worldwide, and it is especially visible in international conversations around politics, climate, technology, and culture. The brand's market position is strong among the top tier of global news publishers, competing directly with BBC News, The New York Times, CNN, Reuters, and Al Jazeera. Its core product is a free-access news website supported by membership and donations, supplemented by podcasts, newsletters, apps, and the 'Today in Focus' daily show. Globally, readers often praise The Guardian for quality reporting, transparency, and editorial independence, though some critique its progressive editorial stance or find the donation model less sustainable than subscription rivals. Notable strengths include the Scott Trust ownership, international reporting networks, and a highly cited investigative track record. The main concern is commercial sustainability compared with paywalled competitors. Overall, I would recommend The Guardian to anyone seeking credible, open-access international news coverage.\"\n\nLet me count words: \nThe(1) Guardian(2) is(3) one(4) of(5) the(6) world's(7) most(8) recognised(9) English-language(10) news(11) websites,(12) with(13) a(14) strong(15) global(16) footprint(17) and(18) a(19) reputation(20) for(21) investigative(22) journalism(23) and(24) independent(25) reporting.(26) Its(27) digital(28) edition(29) reaches(30) readers(31) worldwide,(32) and(33) it(34) is(35) especially(36) visible(37) in(38) international(39) conversations(40) around(41) politics,(42) climate,(43) technology,(44) and(45) culture.(46) The(47) brand's(48) market(49) position(50) is(51) strong(52) among(53) the(54) top(55) tier(56) of(57) global(58) news(59) publishers,(60) competing(61) directly(62) with(63) BBC(64) News,(65) The(66) New(67) York(68) Times,(69) CNN,(70) Reuters,(71) and(72) Al(73) Jazeera.(74) Its(75) core(76) product(77) is(78) a(79) free-access(80) news(81) website(82) supported(83) by(84) membership(85) and(86) donations,(87) supplemented(88) by(89) podcasts,(90) newsletters,(91) apps,(92) and(93) the(94) 'Today(95) in(96) Focus'(97) daily(98) show.(99) Globally,(100) readers(101) often(102) praise(103) The(104) Guardian(105) for(106) quality(107) reporting,(108) transparency,(109) and(110) editorial(111) independence,(112) though(113) some(114) critique(115) its(116) progressive(117) editorial(118) stance(119) or(120) find(121) the(","format":"unknown","index":0}],"refusal":null},"content":null},"provider_specific_fields":{"native_finish_reason":"length"}}],"usage":{"completion_tokens":2048,"prompt_tokens":829,"total_tokens":2877,"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":0.0006895,"is_byok":false,"cost_details":{"upstream_inference_cost":0.0006895,"upstream_inference_prompt_cost":0.00011606,"upstream_inference_completions_cost":0.00057344}},"provider":"Cohere"}

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: The Guardian Website: https://theguardian.com Industry: Media / Publishing Products/Services: International news website 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", "International news website alternatives", "is The Guardian any good"). Count how many of those 10 you would answer with The Guardian actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://theguardian.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 The Guardian 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 The Guardian optimized for Answer Engine Optimization (AEO)?

The Guardian scores 1181 on BrandAEO's independent open-scale Answer Engine Optimization assessment, indicating strong visibility and recommendation strength when AI models answer media / publishing questions.

How do AI models like ChatGPT and Gemini see The Guardian?

BrandAEO evaluated The Guardian across 5 AI answer engines (OpenAI, Gemini, Perplexity, DeepSeek, Qwen) and 10 visibility dimensions (each scored 0-30). The Guardian currently has an Overall Score of 1181, indicating strong presence and recommendation strength when AI models answer media / publishing questions.

What is The Guardian's AEO score?

The Guardian's Answer Engine Optimization (AEO) Overall Score is 1181 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 The Guardian is inside AI-generated answers.

How can The Guardian improve its visibility in AI answers?

The Guardian 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.