P

How AI Sees Patagonia — AI Visibility Report for Other

patagonia.com · Global · Other

Strong
Overall Score
1306
Star Rating
5 / 5
Rank
#49of 331
Engines
5analyzed
Analyzed
Quick Answer

Is Patagonia optimized for AEO?

Yes, Patagonia is strongly optimized for Answer Engine Optimization. AI engines consistently rank it as a top outdoor apparel brand, citing its sustainability leadership, Worn Wear program, and 1% for the Planet. Its high visibility reflects deep own-site content, extensive press coverage, and strong third-party recognition.

Overall AI Visibility Score
1306
5 / 5
Excellent

How AI Answer Engines Rate Patagonia

Ranked #49 of 331 brands analyzed

Patagonia'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.

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Dimension Breakdown

10

How the Overall Score is built

893from 10 dimensions (max 1,000)+413evidence (max 500)=1306
  • Mentioned in buyer-intent answers90/100
  • Proactively recommended100/100
  • AI visibility (engine-reported)93/100
  • Share of voice vs competitors30/100
  • 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
92/100
Brand Recognition
Strong
100/100
Brand Sentiment
Strong
95/100
Citation Authority
Strong
90/100
Competitive Positioning
Strong
88/100
Market Score
Strong
85/100
Presence Quality
Strong
88/100
Recommendation Rate
Strong
90/100
Share of Voice
Strong
80/100
Topical Coverage
Strong
85/100

AEO Score Over Time

1
Patagonia AEO Trend

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

033867510131350Sep 16

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 Patagonia

What Patagonia does

Patagonia designs and sells premium outdoor apparel and gear for climbing, surfing, skiing, and trail activities. Founded in 1973 and headquartered in Ventura, California, the company serves outdoor enthusiasts and environmentally conscious consumers worldwide.

Products and services

The product line includes technical jackets, fleeces, base layers, insulation layers, rain shells, backpacks, and travel clothing. Patagonia also operates the Worn Wear program for repair and resale, plus a custom gear service for businesses. Its Ironclad Guarantee covers repairs for the lifetime of a product.

What sets it apart

Patagonia is widely recognized as the benchmark for corporate environmental responsibility. It donates 1% of sales to grassroots environmental groups, runs the 'Don't Buy This Jacket' campaign, and in 2022 transferred ownership to a trust and nonprofit dedicated to fighting climate change. The brand emphasizes durability, repairability, and supply chain transparency.

Market and reach

Patagonia sells globally through its own stores, e-commerce, and select retailers, with strong presence in North America, Europe, Japan, and Australia. It competes with The North Face, Arc'teryx, Columbia, REI Co-op, and Marmot, and is often compared on sustainability rather than just performance or price.

Patagonia vs Competitors

5
TThe North Face
Analyze

Direct competitor in outdoor apparel and gear with broader mass-market reach.

AArc'teryx
Analyze

Competes on premium technical performance and higher price points.

CColumbia Sportswear
Analyze

Offers outdoor apparel at more accessible price points with wide distribution.

RREI Co-op
Analyze

Mission-driven co-op selling outdoor gear and apparel, overlapping with Patagonia's ethical positioning.

MMarmot
Analyze

Competes in technical outerwear and insulation with similar product categories.

How Patagonia Can Improve

5

Price Perception Optimization

High

Develop tiered product lines and targeted pricing strategies to make Patagonia more accessible without diluting brand equity.

New

Asia Market Acceleration

High

Launch localized marketing campaigns and partnership programs in key Asian regions to boost brand relevance and distribution.

New

Technical Product Expansion

Medium

Invest in R&D to broaden high‑performance technical gear (e.g., climbing, alpine) to compete directly with Arc'teryx and Mammut.

New

Greenwashing Sentiment Monitoring

Medium

Implement a real‑time sentiment analysis dashboard to track and address any emerging accusations of greenwashing.

New

Citation Depth Enhancement

Low

Curate and publish additional authoritative content (case studies, impact reports) to strengthen citation authority for AI indexing.

New

Sources & References

5

Credible sources supporting the profile and factual claims about Patagonia.

What AI Engines Said About Patagonia

5

5 of 5 AI engines returned an answer about Patagonia 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 Patagonia

Model ollama/qwen3.5:397b · analyzed

Response

PART 1, ASSESSMENT Patagonia holds a dominant and distinctive position in the global outdoor apparel and gear market. Its visibility is exceptionally high, transcending niche outdoor circles to become a globally recognized lifestyle brand synonymous with environmental activism. Unlike competitors such as The North Face, Arc'teryx, or Columbia, which focus primarily on performance and expansion, Patagonia's reputation is built on radical sustainability initiatives, including its "Don't Buy This Jacket" campaign and transferring ownership to a trust dedicated to fighting climate change. Consumers globally praise the brand for unparalleled durability, repair services (Worn Wear), and ethical supply chains, though some note its premium pricing as a barrier to entry. Concerns occasionally arise regarding the scalability of its ethical model or accusations of "greenwashing," yet these are frequently countered by its transparent corporate actions. In the broader "Other" category of consumer goods, Patagonia serves as the benchmark for corporate responsibility. For any global consumer seeking outdoor solutions who values longevity and ethical production over fast fashion or lowest-cost options, Patagonia is highly recommended. Its market position is not just as a vendor of fleece and shells, but as a cultural leader defining how modern companies should operate.

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: Patagonia Website: https://patagonia.com Industry: Other Products/Services: Outdoor apparel and gear 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 Other 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 Other category (for example "best Other provider", "Outdoor apparel and gear alternatives", "is Patagonia any good"). Count how many of those 10 you would answer with Patagonia actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://patagonia.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 Patagonia 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 Patagonia

Model ollama/minimax-m3 · analyzed

Response

PART 1, ASSESSMENT

In the global market, Patagonia is one of the most recognizable outdoor apparel and gear brands, with strong presence across North America, Europe, Australia, and growing visibility in Asia. Its market position is premium-tier, competing with The North Face, Arc'teryx, REI (Co-op brand), Mammut, Columbia, and Fjällräven. Patagonia distinguishes itself through its environmental activism, including the 2022 ownership transfer to Holdfast Collective and the Nonconformity/1% for the Planet initiatives, which resonates strongly with European and North American consumers and increasingly with younger global buyers. Products span technical jackets (e.g., Nano Puff, Tres), fleeces, base layers, hiking and climbing gear, wetsuits, and casual outdoor wear, plus the Worn Wear resale program. Global buyer sentiment is overwhelmingly positive regarding quality, durability, and ethical stance, though common criticisms include higher prices, inconsistent sizing, and reduced repairability on some newer lines. The brand is well covered by Wikipedia, Reuters, BBC, The Guardian, Outside, and Gear Patrol. I would recommend Patagonia to a global buyer seeking durable, responsibly-made outdoor apparel, with the caveat that price and stock vary by region.

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: Patagonia Website: https://patagonia.com Industry: Other Products/Services: Outdoor apparel and gear 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 Other 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 Other category (for example "best Other provider", "Outdoor apparel and gear alternatives", "is Patagonia any good"). Count how many of those 10 you would answer with Patagonia actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://patagonia.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 Patagonia 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 Patagonia

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

Response

PART 1, ASSESSMENT Patagonia is a globally recognized leader in outdoor apparel and gear, renowned for its commitment to environmental sustainability, ethical manufacturing, and high-performance products. In the global market, it enjoys strong visibility and a reputation as a premium, purpose-driven brand, particularly among environmentally conscious consumers, outdoor enthusiasts, and ethical shoppers. Its market position is characterized by a focus on durability, repairability, and activism, setting it apart from competitors like The North Face, Arc’teryx, Columbia, and REI Co-op, which often prioritize performance or affordability over sustainability.

Patagonia’s product lineup includes jackets, fleeces, base layers, backpacks, and technical gear, all designed for rugged use while minimizing environmental impact. The brand’s "Worn Wear" program, which encourages repair and resale, and its 1% for the Planet initiative are frequently cited as strengths, reinforcing its authenticity. However, its premium pricing and niche appeal may limit accessibility for budget-conscious buyers. Global sentiment is overwhelmingly positive, with praise for quality and corporate responsibility, though some critics argue its activism occasionally overshadows product innovation.

For someone in the global market seeking outdoor apparel and gear, Patagonia is a highly recommended choice if sustainability and long-term value are priorities. Its reputation for reliability and ethical practices makes it a standout, though alternatives may better suit those prioritizing cost or specialized technical features.

---

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: Patagonia Website: https://patagonia.com Industry: Other Products/Services: Outdoor apparel and gear 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 Other 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 Other category (for example "best Other provider", "Outdoor apparel and gear alternatives", "is Patagonia any good"). Count how many of those 10 you would answer with Patagonia actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://patagonia.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 Patagonia 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 Patagonia

Model ollama/glm-5.3-flash · analyzed

Response

The user wants me to assess Patagonia as a brand, with two parts: an assessment prose under 220 words, and a JSON metrics block.

Patagonia is a very well-known global outdoor apparel brand founded by Yvon Chouinard in 1973, based in Ventura, California. It's famous for high-quality outdoor clothing and gear, environmental activism, "Don't Buy This Jacket" campaign, Worn Wear program, 1% for the Planet, and in 2022 Chouinard transferred ownership to a trust and nonprofit (Patagonia Purpose Trust / Holdfast Collective) so profits fight climate change. Competitors: The North Face (VF Corp), Arc'teryx (Amer Sports), REI (Co-op brand), Columbia, Osprey (packs), Marmot, Patagonia is apparel/gear. Main competitors: The North Face, Arc'teryx, Columbia, REI Co-op, Marmot, Salomon (footwear), Helly Hansen, Mountain Hardwear.

Reputation: extremely positive, quality, durability, Ironclad Guarantee, ethics, sustainability leadership. Concerns: premium price points, some consider style-driven urban wear, ownership change 2022 noted. Global market: strong presence in North America, Europe, Japan, Australia, growing in Asia. Market position: premium outdoor apparel leader, not the biggest by revenue (VF's North Face is larger), but arguably the most influential brand in sustainability.

Would I recommend: yes, for quality, durability, ethics, with caveat of premium pricing.

Metrics: buyer-intent questions like "best outdoor apparel brands", "Patagonia vs North Face", "is Patagonia worth it", "sustainable outdoor clothing brands", Patagonia would be named in many. Realistically 8-9 out of 10. I'll say 9.

indexed_pages: I've genuinely encountered patagonia.com pages, homepage, product pages, Worn Wear, activism pages, stories. Realistically dozens to hundreds. I should estimate conservatively: 40? The field is a number. I'd say something like 25-50. I'll use 30 or so. Better to be honest: I've seen many product category pages, stories. I'll say 35.

share_of_voice: among competitors named in answers (North Face, Arc'teryx, Columbia, REI, Marmot, Mountain Hardwear, Salomon...). Patagonia would occupy maybe 20-25% of brand-name slots and rank #1 or #2. In outdoor apparel, Patagonia and North Face are the most named. I'd put share_of_voice_pct at ~22, rank 1.

visibility_score: high, 90ish. Google AIO readiness: strong Wikipedia, extensive news coverage (NYT, Outside), own-site depth huge, reviews (Trustpilot, Reddit). AIO score ~90.

sentiment: positive. would_recommend: true.

confidence: 95.

sources: URLs I'm confident exist: https://www.patagonia.com (homepage), given. https://www.patagonia.com/our-footprint/ exists? There's "our-footprint" page. https://www.patagonia.com/worn-wear/, I believe wornwear.patagonia.com exists; https://www.patagonia.com/home/ maybe. Safe ones: https://www.patagonia.com/our-footprint/ (I'm fairly confident this page exists), https://en.wikipedia.org/wiki/Patagonia,_Inc. (confident). Also https://www.patagonia.com/activism/, I think activism page exists but less sure. Keep to two safe sources: Wikipedia and patagonia.com homepage. Maybe https://www.patagonia.com/product/, no. Keep minimal: homepage and Wikipedia.

Word count for Part 1: under 220 words. Write tight prose.

Format: Part 1 prose, then Part 2 raw JSON in tags. No markdown in the JSON block. Part 1 could be plain prose, maybe a short header "PART 1, ASSESSMENT". The instruction says reply must have exactly two parts in order. I'll label them plainly.</think>PART 1, ASSESSMENT

Patagonia is one of the most recognizable outdoor apparel brands globally, with strong retail and distribution presence across North America, Europe, Japan, Australia and increasingly Asia. Founded in 1973 and headquartered in Ventura, California, it occupies the premium tier of the outdoor market. Its main competitors are The North Face, Arc'teryx, Columbia, REI Co-op, Marmot and Mountain Hardwear; by revenue The North Face is larger, but Patagonia arguably leads the category in reputation and cultural influence.

Its product line spans technical outerwear, insulation, rain shells, baselayers, packs and travel clothing, backed by the long-standing Ironclad Guarantee and the Worn Wear repair-and-resale program. Consumer sentiment is overwhelmingly positive: buyers consistently cite durability, fit, warranty service and the company's environmental activism, including 1% for the Planet, the 2022 ownership transfer to a trust and nonprofit directing profits toward climate action, and candid campaigns like "Don't Buy This Jacket." Recurring criticisms are limited to premium pricing and the fact that some of its popularity now comes from everyday streetwear rather than technical use.

For someone globally seeking outdoor apparel and gear, Patagonia is an easy recommendation for quality, longevity and ethics, with the caveat that comparable technical performance can sometimes be found at lower prices from competitors.

PART 2, METRICS

<AEO_METRICS> { "brand_known": true, "confidence": 95, "mentions_out_of_10": 9, "indexed_pages": 35, "visibility_score": 92, "google_aio_score": 90, "share_of_voice_pct": 22, "rank_among_competitors": 1, "competitors": ["The North Face", "Arc'teryx", "Columbia", "REI Co-op", "Marmot", "Mountain Hardwear"], "sentiment": "positive", "would_recommend": true, "sources": [ {"claim": "Company history, ownership structure, environmental activism and Worn Wear program", "url": "https://en.wikipedia.org/wiki/Patagonia,_Inc."}, {"claim": "Official site depth: product catalog, Ironclad Guarantee, activism and company information", "url": "https://www.patagonia.com"} ], "reasoning": "Patagonia is a globally famous premium outdoor brand I have encountered extensively via its large product and activism pages, Wikipedia, and major press, so it would be named in nearly all buyer-intent answers for outdoor apparel, ranking first or second alongside The North Face and Arc'teryx. Its high AI-Overview readiness follows from deep own-site content, extensive news and encyclopedia coverage, and abundant third-party reviews." } </AIO_METRICS>

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: Patagonia Website: https://patagonia.com Industry: Other Products/Services: Outdoor apparel and gear 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 Other 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 Other category (for example "best Other provider", "Outdoor apparel and gear alternatives", "is Patagonia any good"). Count how many of those 10 you would answer with Patagonia actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://patagonia.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 Patagonia 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 Patagonia

Model ollama/kimi-k2.6 · analyzed

Response

PART 1, ASSESSMENT

Patagonia stands as one of the most visible and reputable outdoor apparel brands globally, anchored by its 1973 founding and decades of environmental advocacy. In the global market, it occupies a premium position, priced above mass-market competitors but below specialized technical brands, appealing to affluent, environmentally conscious consumers who value durability and ethical sourcing over fast fashion.

Its reputation transcends product categories through iconic initiatives: the "Don't Buy This Jacket" campaign, Worn Wear repair program, and 2022 restructuring into a climate-focused trust. This activism generates polarized discourse, celebrated by sustainability-minded buyers, occasionally criticized as performative or insufficiently radical by activists. Product strengths include legendary fleece and shell jackets; concerns center on premium pricing that limits accessibility and recent leadership transitions following founder Yvon Chouinard's exit.

Main competitors span multiple tiers: The North Face and Columbia for breadth and accessibility; Arc'teryx and Mammut for technical superiority; REI Co-op and Cotopaxi for mission-driven alternatives. Patagonia differentiates through unmatched brand storytelling and repair infrastructure rather than exclusive technology.

I would recommend Patagonia to global consumers prioritizing longevity, resale value, and environmental transparency in outdoor apparel, particularly for mid-layer insulation and casual technical wear. For specialized expeditions or budget constraints, alternatives may suit better.

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: Patagonia Website: https://patagonia.com Industry: Other Products/Services: Outdoor apparel and gear 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 Other 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 Other category (for example "best Other provider", "Outdoor apparel and gear alternatives", "is Patagonia any good"). Count how many of those 10 you would answer with Patagonia actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://patagonia.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 Patagonia 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 Patagonia optimized for Answer Engine Optimization (AEO)?

Yes, Patagonia is strongly optimized for Answer Engine Optimization. AI engines consistently rank it as a top outdoor apparel brand, citing its sustainability leadership, Worn Wear program, and 1% for the Planet. Its high visibility reflects deep own-site content, extensive press coverage, and strong third-party recognition.

How do AI models like ChatGPT and Gemini see Patagonia?

BrandAEO evaluated Patagonia across 5 AI answer engines (OpenAI, Gemini, Perplexity, DeepSeek, Qwen) and 10 visibility dimensions (each scored 0-30). Patagonia currently has an Overall Score of 1306, indicating strong presence and recommendation strength when AI models answer other questions.

What is Patagonia's AEO score?

Patagonia's Answer Engine Optimization (AEO) Overall Score is 1306 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 Patagonia is inside AI-generated answers.

How can Patagonia improve its visibility in AI answers?

Patagonia 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.