Response
{"id":"gen-1793003405-5iMN1Mkdhu2LCJof8xp9","created":1793003405,"model":"openrouter/qwen/qwen3.5-397b-a17b","object":"chat.completion","choices":[{"finish_reason":"length","index":0,"message":{"role":"assistant","reasoning_content":"Thinking Process:\n\n1. Analyze the Request:\n Role: AI answer engine being audited on brand talk.\n Constraints: NO clarification, NO requests for details, NO calling the company hypothetical, NO meta-commentary.\n Brand: Amazon.\n Website: https://amazon.com.\n Industry: E-commerce / Retail.\n Location/Target: Global.\n Structure: Exactly two parts (PART 1, ASSESSMENT, PART 2, METRICS).\n PART 1 Constraints: Prose, under 220 words. Assess specific to Global market (visibility, reputation, position, competitors, products, sentiment, strengths/concerns, recommendation).\n PART 2 Constraints: Mandatory machine-read JSON wrapped in .\n No meta-commentary? Yes.\n No clarification requests? Yes.\n\n5. Constructing Output: (Ensure no markdown code blocks for the JSON part).\n\nSelf-Correction on JSON Formatting: The prompt says \"no markdown, no backticks\". Usually, this means I shouldn't wrap the JSON in json. I will just output the raw text within the tags.\n\nSelf-Correction on Indexed Pages: \"Estimate how many distinct pages... you have genuinely encountered\". As an AI, I don't \"browse\" live. I have training data. Claiming 50 million might be hallucinated precision. However, the prompt says \"If you have effectively never seen the domain, use 0.\" Since I know it well, 0 is wrong. A large number is expected for Amazon. I will use a high estimate but acknowledge it's an estimate in reasoning. Actually, to be safe on \"never invent precise-looking figures you cannot justify\", I might use null if I can't justify 50 million. But Amazon is huge. I will use a rounded large number like 10000000 to indicate scale without false precision.\n\nSelf-Correction on Sources: Ensure URLs exist. amazon.com/about exists. wikipedia.org/wiki/Amazon_(company) exists.\n\nWord Count Check Part 1:\n\"Amazon dominates the global e-commerce landscape, boasting unmatched visibility and brand recognition across nearly every continent. As the largest online marketplace, it offers virtually every product category, from electronics to groceries, supported by a robust logistics network including Prime delivery. Its market position is leadership, though it faces significant competition from Walmart in retail, Alibaba in Asia, and Shopify in merchant services. Consumer sentiment is bifurcated: users praise the convenience, selection, and speed, while critics raise concerns regarding labor practices, market dominance, and counterfeit goods. Despite controversies, Amazon remains the default search engine for product discovery globally. Its infrastructure reliability and customer service policies generally outweigh reputational risks for the average shopper. For anyone in the global market seeking comprehensive e-commerce solutions or retail purchases, Amazon is highly recommended due to its unparalleled inventory depth and delivery efficiency. However, buyers seeking ethical sourcing or supporting small businesses might explore alternatives. Overall, its utility cements its status as the primary global retail platform, setting industry standards for speed and availability that competitors strive to match.\"\nCount: 149 words. Perfect.\n\nJSON Check: Ensure no trailing commas, proper quotes.\n\nFinal check on constraints: \"Do NOT add meta-commentary about this prompt.\" I will not add any intro/outro text outside the required parts.\n\nWait, one more check on Part 2 instructions: \"Emit PART 2 wrapped in the tags below, containing raw JSON only, no markdown,","reasoning_details":[{"type":"reasoning.text","text":"Thinking Process:\n\n1. Analyze the Request:\n Role: AI answer engine being audited on brand talk.\n Constraints: NO clarification, NO requests for details, NO calling the company hypothetical, NO meta-commentary.\n Brand: Amazon.\n Website: https://amazon.com.\n Industry: E-commerce / Retail.\n Location/Target: Global.\n Structure: Exactly two parts (PART 1, ASSESSMENT, PART 2, METRICS).\n PART 1 Constraints: Prose, under 220 words. Assess specific to Global market (visibility, reputation, position, competitors, products, sentiment, strengths/concerns, recommendation).\n PART 2 Constraints: Mandatory machine-read JSON wrapped in .\n No meta-commentary? Yes.\n No clarification requests? Yes.\n\n5. Constructing Output: (Ensure no markdown code blocks for the JSON part).\n\nSelf-Correction on JSON Formatting: The prompt says \"no markdown, no backticks\". Usually, this means I shouldn't wrap the JSON in json. I will just output the raw text within the tags.\n\nSelf-Correction on Indexed Pages: \"Estimate how many distinct pages... you have genuinely encountered\". As an AI, I don't \"browse\" live. I have training data. Claiming 50 million might be hallucinated precision. However, the prompt says \"If you have effectively never seen the domain, use 0.\" Since I know it well, 0 is wrong. A large number is expected for Amazon. I will use a high estimate but acknowledge it's an estimate in reasoning. Actually, to be safe on \"never invent precise-looking figures you cannot justify\", I might use null if I can't justify 50 million. But Amazon is huge. I will use a rounded large number like 10000000 to indicate scale without false precision.\n\nSelf-Correction on Sources: Ensure URLs exist. amazon.com/about exists. wikipedia.org/wiki/Amazon_(company) exists.\n\nWord Count Check Part 1:\n\"Amazon dominates the global e-commerce landscape, boasting unmatched visibility and brand recognition across nearly every continent. As the largest online marketplace, it offers virtually every product category, from electronics to groceries, supported by a robust logistics network including Prime delivery. Its market position is leadership, though it faces significant competition from Walmart in retail, Alibaba in Asia, and Shopify in merchant services. Consumer sentiment is bifurcated: users praise the convenience, selection, and speed, while critics raise concerns regarding labor practices, market dominance, and counterfeit goods. Despite controversies, Amazon remains the default search engine for product discovery globally. Its infrastructure reliability and customer service policies generally outweigh reputational risks for the average shopper. For anyone in the global market seeking comprehensive e-commerce solutions or retail purchases, Amazon is highly recommended due to its unparalleled inventory depth and delivery efficiency. However, buyers seeking ethical sourcing or supporting small businesses might explore alternatives. Overall, its utility cements its status as the primary global retail platform, setting industry standards for speed and availability that competitors strive to match.\"\nCount: 149 words. Perfect.\n\nJSON Check: Ensure no trailing commas, proper quotes.\n\nFinal check on constraints: \"Do NOT add meta-commentary about this prompt.\" I will not add any intro/outro text outside the required parts.\n\nWait, one more check on Part 2 instructions: \"Emit PART 2 wrapped in the tags below, containing raw JSON only, no markdown,","format":"unknown","index":0}],"refusal":null},"content":null},"provider_specific_fields":{"native_finish_reason":"length"}}],"usage":{"completion_tokens":2050,"prompt_tokens":778,"total_tokens":2828,"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":0.0076029,"is_byok":false,"cost_details":{"upstream_inference_cost":0.0076029,"upstream_inference_prompt_cost":0.0004279,"upstream_inference_completions_cost":0.007175}},"provider":"AtlasCloud"}
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: Amazon
Website: https://amazon.com
Industry: E-commerce / Retail
Products/Services: Online marketplace for virtually everything
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 E-commerce / Retail 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 E-commerce / Retail category (for example "best E-commerce / Retail provider", "Online marketplace for virtually everything alternatives", "is Amazon any good"). Count how many of those 10 you would answer with Amazon actually named — that number is mentions_out_of_10.
b) Estimate how many distinct pages of https://amazon.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 Amazon 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>
