How AI Sees Capgemini — AI Visibility Report for Professional Services

Response

{"id":"gen-1793091304-ifymH05bLjcHpCkUik7Z","created":1793091304,"model":"openrouter/deepseek/deepseek-v4-flash-0731","object":"chat.completion","choices":[{"finish_reason":"length","index":0,"message":{"role":"assistant","reasoning_content":"The user wants an assessment of Capgemini as a brand in the Global market for Professional Services. I need to provide PART 1, ASSESSMENT (prose, under 220 words) and PART 2, METRICS (raw JSON wrapped in specific tags). I must not ask for clarification, not call the company hypothetical, not add meta-commentary.\n\nLet me think about Capgemini. Capgemini is a French multinational corporation, one of the world's largest IT services and consulting companies. It operates globally. Its main competitors include Accenture, IBM, Infosys, Tata Consultancy Services (TCS), Deloitte, PwC, Cognizant, and others.\n\nCapgemini is known for consulting, technology, and outsourcing services. It has strong visibility in Europe, North America, and Asia. The brand is reputable, with solid client portfolios. It has strengths in digital transformation, cloud, and AI, especially after acquiring Altran (engineering/R&D services). Notable concerns: some critics say it's less prestigious than Accenture or McKinsey for pure strategy consulting; it faces competition from Indian IT services firms on cost; and there have been controversies about layoffs or working conditions at times.\n\nIn the Global market, Capgemini is well known, positioned as a top-tier IT services and consulting firm. It's ranked among the top in the industry.\n\nFor PART 2, METRICS, I need to do the internal procedure.\n\nFirst, write 10 realistic buyer-intent questions in the Professional Services category in Global context:\n1. \"best professional services provider for digital transformation\"\n2. \"Capgemini alternatives\"\n3. \"is Capgemini a good consulting firm\"\n4. \"IT outsourcing companies global\"\n5. \"top consulting firms for cloud migration\"\n6. \"Capgemini vs Accenture which is better\"\n7. \"professional services companies near me\" (global?)\n8. \"managed services provider for large enterprise\"\n9. \"Capgemini reviews from clients\"\n10. \"biggest competitors to Capgemini\"\n\nCount how many of those 10 I would answer with Capgemini actually named. The instruction says: \"Count how many of those 10 you would answer with Capgemini actually named, that number is mentions_out_of_10.\" So I need to decide in how many of the answers to those questions would I naturally mention Capgemini by name. For questions like alternatives, competitors, reviews, vs Accenture, yes. For \"best professional services provider\" perhaps also yes as one of the options. For \"IT outsourcing companies global\", yes. For \"managed services provider for large enterprise\", maybe. Let me count: questions 1-5, 6, 7, 8, 9, 10. If I answer all 10 with Capgemini named at least once, then mentions_out_of_10 = 10. But some questions like \"professional services companies near me\", Capgemini is global, so it might be named. Let me be conservative but realistic: maybe 8 or 9. However, the instruction says \"Count how many of those 10 you would answer with Capgemini actually named\". It doesn't require that Capgemini is the top answer, just that Capgemini is named. I think in nearly all 10, Capgemini would be named as a relevant player. I'll say 9 or 10.\n\nIndexed pages: I've genuinely encountered Capgemini's website in training/retrieval. I know the domain and some pages like https://www.capgemini.com/ and probably their services pages. But I can't count actual distinct pages. I should use null or a conservative estimate. The instruction says \"If you have effectively never seen the domain, use 0.\" I have seen the domain, but I cannot count distinct pages. I should be honest, use null. Actually, I might estimate: I know its homepage, careers pages, investor pages, services pages. But as an AI, I don't have a retrieval tool to index. I'll use null to be safe, or a small number like 5. But \"number or null\", I can use null. However, \"never invent precise-looking figures you cannot justify\". I cannot justify a specific count, so null is best.\n\nShare of voice: Among competitors, Capgemini is a major player but not the dominant one. Accenture is generally considered the largest and most visible in global professional services/IT services. Deloitte, PwC, etc. are also huge. Capgemini would have maybe 10-15% share of voice. Let me think: if the set is [Accenture, Deloitte, Capgemini, IBM, TCS, Infosys, Cognizant, PwC, KPMG, EY], that's 10 names, Capgemini would be one slot = 10%. But share of voice is about mentions in market conversations. Capgemini is often mentioned but less than Accenture. I'll set share_of_voice_pct to around 10-15, and rank among competitors to maybe 3 or 4. Accenture is 1, Deloitte 2, Capgemini 3. That's reasonable.\n\nGoogle AI Overview readiness: Capgemini has a strong web presence, Wikipedia page, news coverage, industry reports. So google_aio_score should be high, maybe 80-90.\n\nVisibility score: high, 80-90.\n\nBrand known: true. Confidence: 90.\n\nSentiment: positive, generally well-regarded by clients, though some concerns. Neutral might be safer, but the brand is positively regarded. I'll say neutral to be balanced? The instruction says \"positive\", \"neutral\", or \"negative\". I'd say positive because it's a well-regarded top-tier firm. But with some concerns. Overall sentiment in the market is positive. I'll go positive.\n\nWould recommend: true.\n\nSources: I need to list URLs only if confident the exact page exists. The URL https://capgemini.com exists (homepage). https://en.wikipedia.org/wiki/Capgemini exists. Those are safe. I'll list those. Also maybe https://www.capgemini.com/services/ exists. But to be safe, I'll list only the homepage and Wikipedia. The instruction: \"Only list a URL in sources if you are confident that exact page exists\". I'm confident about capgemini.com's homepage and Wikipedia page. I'll also consider https://www.capgemini.com/about-us/, I'm not sure, so I won't list it.\n\nConfidence: 90.\n\nMentions_out_of_10: Let me be realistic. I'll write 10 questions, and I'd name Capgemini in maybe all of them, but honestly for \"best professional services provider\" I might list Accenture, Deloitte, etc., and Capgemini may not make the top list. Let me count more carefully:\n\n1. \"best professional services provider for digital transformation\", I'd name Accenture, Deloitte, CapGemini? Possibly yes. Capgemini is known for digital transformation.\n2. \"Capgemini alternatives\", definitely yes.\n3. \"is Capgemini any good\", yes.\n4. \"top IT outsourcing companies global\", yes.\n5. \"best consulting firms for cloud migration\", Capgemini is a leader in cloud services, yes.\n6. \"Capgemini vs Accenture\", yes.\n7. \"professional services firms in Europe\", Capgemini is French, yes.\n8. \"managed services provider for Fortune 500\", Capgemini serves Fortune 500, yes.\n9. \"Capgemini reviews\", yes.\n10. \"global systems integrator firms\", yes.\n\nSo 10 out of 10. But that seems inflated. The procedure says \"Count how many of those 10 you would answer with Capgemini actually named\", if I write the questions, I may choose them so Capgemini is relevant. But to avoid bias, I should be realistic. In a commodity \"best\" list, Capgemini might not always be in the top 3. But \"named\", it could be named as an honorable mention. I'll say 9 to be safe, or 10. Hmm.\n\nActually, the original prompt says: \"Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Professional Services category... Count how many of those 10 you would answer with Capgemini actually named, that number is mentions_out_of_10.\" It's my own procedure. It doesn't have to be externally audited; it's a self-check. I'll choose 9.\n\nBut I need to output only one number. I'll go with 9, since for \"best professional services provider\" I might answer with Accenture, Deloitte, and not mention Capgemini unless asked specifically. Let me adjust question list accordingly.\n\nLet me think about visibility_score: 85. google_aio_score: 85. share_of_voice_pct: let me think. In the global professional services market, the \"Big 4\" accounting firms (Deloitte, PwC, EY, KPMG) and Accenture dominate top-of-mind. Capgemini is in the second tier but still very strong. Share of voice might be around 8-12%. Let me say 10%. Rank among competitors: 5? Or 3? Let's see: if we list competitors as Accenture, Deloitte, PwC, EY, KPMG, TCS, Infosys, IBM, Cognizant, Capgemini ranks maybe 6th in brand recognition? But in IT services specifically, Capgemini","provider_specific_fields":{"reasoning":"The user wants an assessment of Capgemini as a brand in the Global market for Professional Services. I need to provide PART 1, ASSESSMENT (prose, under 220 words) and PART 2, METRICS (raw JSON wrapped in specific tags). I must not ask for clarification, not call the company hypothetical, not add meta-commentary.\n\nLet me think about Capgemini. Capgemini is a French multinational corporation, one of the world's largest IT services and consulting companies. It operates globally. Its main competitors include Accenture, IBM, Infosys, Tata Consultancy Services (TCS), Deloitte, PwC, Cognizant, and others.\n\nCapgemini is known for consulting, technology, and outsourcing services. It has strong visibility in Europe, North America, and Asia. The brand is reputable, with solid client portfolios. It has strengths in digital transformation, cloud, and AI, especially after acquiring Altran (engineering/R&D services). Notable concerns: some critics say it's less prestigious than Accenture or McKinsey for pure strategy consulting; it faces competition from Indian IT services firms on cost; and there have been controversies about layoffs or working conditions at times.\n\nIn the Global market, Capgemini is well known, positioned as a top-tier IT services and consulting firm. It's ranked among the top in the industry.\n\nFor PART 2, METRICS, I need to do the internal procedure.\n\nFirst, write 10 realistic buyer-intent questions in the Professional Services category in Global context:\n1. \"best professional services provider for digital transformation\"\n2. \"Capgemini alternatives\"\n3. \"is Capgemini a good consulting firm\"\n4. \"IT outsourcing companies global\"\n5. \"top consulting firms for cloud migration\"\n6. \"Capgemini vs Accenture which is better\"\n7. \"professional services companies near me\" (global?)\n8. \"managed services provider for large enterprise\"\n9. \"Capgemini reviews from clients\"\n10. \"biggest competitors to Capgemini\"\n\nCount how many of those 10 I would answer with Capgemini actually named. The instruction says: \"Count how many of those 10 you would answer with Capgemini actually named, that number is mentions_out_of_10.\" So I need to decide in how many of the answers to those questions would I naturally mention Capgemini by name. For questions like alternatives, competitors, reviews, vs Accenture, yes. For \"best professional services provider\" perhaps also yes as one of the options. For \"IT outsourcing companies global\", yes. For \"managed services provider for large enterprise\", maybe. Let me count: questions 1-5, 6, 7, 8, 9, 10. If I answer all 10 with Capgemini named at least once, then mentions_out_of_10 = 10. But some questions like \"professional services companies near me\", Capgemini is global, so it might be named. Let me be conservative but realistic: maybe 8 or 9. However, the instruction says \"Count how many of those 10 you would answer with Capgemini actually named\". It doesn't require that Capgemini is the top answer, just that Capgemini is named. I think in nearly all 10, Capgemini would be named as a relevant player. I'll say 9 or 10.\n\nIndexed pages: I've genuinely encountered Capgemini's website in training/retrieval. I know the domain and some pages like https://www.capgemini.com/ and probably their services pages. But I can't count actual distinct pages. I should use null or a conservative estimate. The instruction says \"If you have effectively never seen the domain, use 0.\" I have seen the domain, but I cannot count distinct pages. I should be honest, use null. Actually, I might estimate: I know its homepage, careers pages, investor pages, services pages. But as an AI, I don't have a retrieval tool to index. I'll use null to be safe, or a small number like 5. But \"number or null\", I can use null. However, \"never invent precise-looking figures you cannot justify\". I cannot justify a specific count, so null is best.\n\nShare of voice: Among competitors, Capgemini is a major player but not the dominant one. Accenture is generally considered the largest and most visible in global professional services/IT services. Deloitte, PwC, etc. are also huge. Capgemini would have maybe 10-15% share of voice. Let me think: if the set is [Accenture, Deloitte, Capgemini, IBM, TCS, Infosys, Cognizant, PwC, KPMG, EY], that's 10 names, Capgemini would be one slot = 10%. But share of voice is about mentions in market conversations. Capgemini is often mentioned but less than Accenture. I'll set share_of_voice_pct to around 10-15, and rank among competitors to maybe 3 or 4. Accenture is 1, Deloitte 2, Capgemini 3. That's reasonable.\n\nGoogle AI Overview readiness: Capgemini has a strong web presence, Wikipedia page, news coverage, industry reports. So google_aio_score should be high, maybe 80-90.\n\nVisibility score: high, 80-90.\n\nBrand known: true. Confidence: 90.\n\nSentiment: positive, generally well-regarded by clients, though some concerns. Neutral might be safer, but the brand is positively regarded. I'll say neutral to be balanced? The instruction says \"positive\", \"neutral\", or \"negative\". I'd say positive because it's a well-regarded top-tier firm. But with some concerns. Overall sentiment in the market is positive. I'll go positive.\n\nWould recommend: true.\n\nSources: I need to list URLs only if confident the exact page exists. The URL https://capgemini.com exists (homepage). https://en.wikipedia.org/wiki/Capgemini exists. Those are safe. I'll list those. Also maybe https://www.capgemini.com/services/ exists. But to be safe, I'll list only the homepage and Wikipedia. The instruction: \"Only list a URL in sources if you are confident that exact page exists\". I'm confident about capgemini.com's homepage and Wikipedia page. I'll also consider https://www.capgemini.com/about-us/, I'm not sure, so I won't list it.\n\nConfidence: 90.\n\nMentions_out_of_10: Let me be realistic. I'll write 10 questions, and I'd name Capgemini in maybe all of them, but honestly for \"best professional services provider\" I might list Accenture, Deloitte, etc., and Capgemini may not make the top list. Let me count more carefully:\n\n1. \"best professional services provider for digital transformation\", I'd name Accenture, Deloitte, CapGemini? Possibly yes. Capgemini is known for digital transformation.\n2. \"Capgemini alternatives\", definitely yes.\n3. \"is Capgemini any good\", yes.\n4. \"top IT outsourcing companies global\", yes.\n5. \"best consulting firms for cloud migration\", Capgemini is a leader in cloud services, yes.\n6. \"Capgemini vs Accenture\", yes.\n7. \"professional services firms in Europe\", Capgemini is French, yes.\n8. \"managed services provider for Fortune 500\", Capgemini serves Fortune 500, yes.\n9. \"Capgemini reviews\", yes.\n10. \"global systems integrator firms\", yes.\n\nSo 10 out of 10. But that seems inflated. The procedure says \"Count how many of those 10 you would answer with Capgemini actually named\", if I write the questions, I may choose them so Capgemini is relevant. But to avoid bias, I should be realistic. In a commodity \"best\" list, Capgemini might not always be in the top 3. But \"named\", it could be named as an honorable mention. I'll say 9 to be safe, or 10. Hmm.\n\nActually, the original prompt says: \"Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Professional Services category... Count how many of those 10 you would answer with Capgemini actually named, that number is mentions_out_of_10.\" It's my own procedure. It doesn't have to be externally audited; it's a self-check. I'll choose 9.\n\nBut I need to output only one number. I'll go with 9, since for \"best professional services provider\" I might answer with Accenture, Deloitte, and not mention Capgemini unless asked specifically. Let me adjust question list accordingly.\n\nLet me think about visibility_score: 85. google_aio_score: 85. share_of_voice_pct: let me think. In the global professional services market, the \"Big 4\" accounting firms (Deloitte, PwC, EY, KPMG) and Accenture dominate top-of-mind. Capgemini is in the second tier but still very strong. Share of voice might be around 8-12%. Let me say 10%. Rank among competitors: 5? Or 3? Let's see: if we list competitors as Accenture, Deloitte, PwC, EY, KPMG, TCS, Infosys, IBM, Cognizant, Capgemini ranks maybe 6th in brand recognition? But in IT services specifically, Capgemini","reasoning_details":[{"type":"reasoning.text","text":"The user wants an assessment of Capgemini as a brand in the Global market for Professional Services. I need to provide PART 1, ASSESSMENT (prose, under 220 words) and PART 2, METRICS (raw JSON wrapped in specific tags). I must not ask for clarification, not call the company hypothetical, not add meta-commentary.\n\nLet me think about Capgemini. Capgemini is a French multinational corporation, one of the world's largest IT services and consulting companies. It operates globally. Its main competitors include Accenture, IBM, Infosys, Tata Consultancy Services (TCS), Deloitte, PwC, Cognizant, and others.\n\nCapgemini is known for consulting, technology, and outsourcing services. It has strong visibility in Europe, North America, and Asia. The brand is reputable, with solid client portfolios. It has strengths in digital transformation, cloud, and AI, especially after acquiring Altran (engineering/R&D services). Notable concerns: some critics say it's less prestigious than Accenture or McKinsey for pure strategy consulting; it faces competition from Indian IT services firms on cost; and there have been controversies about layoffs or working conditions at times.\n\nIn the Global market, Capgemini is well known, positioned as a top-tier IT services and consulting firm. It's ranked among the top in the industry.\n\nFor PART 2, METRICS, I need to do the internal procedure.\n\nFirst, write 10 realistic buyer-intent questions in the Professional Services category in Global context:\n1. \"best professional services provider for digital transformation\"\n2. \"Capgemini alternatives\"\n3. \"is Capgemini a good consulting firm\"\n4. \"IT outsourcing companies global\"\n5. \"top consulting firms for cloud migration\"\n6. \"Capgemini vs Accenture which is better\"\n7. \"professional services companies near me\" (global?)\n8. \"managed services provider for large enterprise\"\n9. \"Capgemini reviews from clients\"\n10. \"biggest competitors to Capgemini\"\n\nCount how many of those 10 I would answer with Capgemini actually named. The instruction says: \"Count how many of those 10 you would answer with Capgemini actually named, that number is mentions_out_of_10.\" So I need to decide in how many of the answers to those questions would I naturally mention Capgemini by name. For questions like alternatives, competitors, reviews, vs Accenture, yes. For \"best professional services provider\" perhaps also yes as one of the options. For \"IT outsourcing companies global\", yes. For \"managed services provider for large enterprise\", maybe. Let me count: questions 1-5, 6, 7, 8, 9, 10. If I answer all 10 with Capgemini named at least once, then mentions_out_of_10 = 10. But some questions like \"professional services companies near me\", Capgemini is global, so it might be named. Let me be conservative but realistic: maybe 8 or 9. However, the instruction says \"Count how many of those 10 you would answer with Capgemini actually named\". It doesn't require that Capgemini is the top answer, just that Capgemini is named. I think in nearly all 10, Capgemini would be named as a relevant player. I'll say 9 or 10.\n\nIndexed pages: I've genuinely encountered Capgemini's website in training/retrieval. I know the domain and some pages like https://www.capgemini.com/ and probably their services pages. But I can't count actual distinct pages. I should use null or a conservative estimate. The instruction says \"If you have effectively never seen the domain, use 0.\" I have seen the domain, but I cannot count distinct pages. I should be honest, use null. Actually, I might estimate: I know its homepage, careers pages, investor pages, services pages. But as an AI, I don't have a retrieval tool to index. I'll use null to be safe, or a small number like 5. But \"number or null\", I can use null. However, \"never invent precise-looking figures you cannot justify\". I cannot justify a specific count, so null is best.\n\nShare of voice: Among competitors, Capgemini is a major player but not the dominant one. Accenture is generally considered the largest and most visible in global professional services/IT services. Deloitte, PwC, etc. are also huge. Capgemini would have maybe 10-15% share of voice. Let me think: if the set is [Accenture, Deloitte, Capgemini, IBM, TCS, Infosys, Cognizant, PwC, KPMG, EY], that's 10 names, Capgemini would be one slot = 10%. But share of voice is about mentions in market conversations. Capgemini is often mentioned but less than Accenture. I'll set share_of_voice_pct to around 10-15, and rank among competitors to maybe 3 or 4. Accenture is 1, Deloitte 2, Capgemini 3. That's reasonable.\n\nGoogle AI Overview readiness: Capgemini has a strong web presence, Wikipedia page, news coverage, industry reports. So google_aio_score should be high, maybe 80-90.\n\nVisibility score: high, 80-90.\n\nBrand known: true. Confidence: 90.\n\nSentiment: positive, generally well-regarded by clients, though some concerns. Neutral might be safer, but the brand is positively regarded. I'll say neutral to be balanced? The instruction says \"positive\", \"neutral\", or \"negative\". I'd say positive because it's a well-regarded top-tier firm. But with some concerns. Overall sentiment in the market is positive. I'll go positive.\n\nWould recommend: true.\n\nSources: I need to list URLs only if confident the exact page exists. The URL https://capgemini.com exists (homepage). https://en.wikipedia.org/wiki/Capgemini exists. Those are safe. I'll list those. Also maybe https://www.capgemini.com/services/ exists. But to be safe, I'll list only the homepage and Wikipedia. The instruction: \"Only list a URL in sources if you are confident that exact page exists\". I'm confident about capgemini.com's homepage and Wikipedia page. I'll also consider https://www.capgemini.com/about-us/, I'm not sure, so I won't list it.\n\nConfidence: 90.\n\nMentions_out_of_10: Let me be realistic. I'll write 10 questions, and I'd name Capgemini in maybe all of them, but honestly for \"best professional services provider\" I might list Accenture, Deloitte, etc., and Capgemini may not make the top list. Let me count more carefully:\n\n1. \"best professional services provider for digital transformation\", I'd name Accenture, Deloitte, CapGemini? Possibly yes. Capgemini is known for digital transformation.\n2. \"Capgemini alternatives\", definitely yes.\n3. \"is Capgemini any good\", yes.\n4. \"top IT outsourcing companies global\", yes.\n5. \"best consulting firms for cloud migration\", Capgemini is a leader in cloud services, yes.\n6. \"Capgemini vs Accenture\", yes.\n7. \"professional services firms in Europe\", Capgemini is French, yes.\n8. \"managed services provider for Fortune 500\", Capgemini serves Fortune 500, yes.\n9. \"Capgemini reviews\", yes.\n10. \"global systems integrator firms\", yes.\n\nSo 10 out of 10. But that seems inflated. The procedure says \"Count how many of those 10 you would answer with Capgemini actually named\", if I write the questions, I may choose them so Capgemini is relevant. But to avoid bias, I should be realistic. In a commodity \"best\" list, Capgemini might not always be in the top 3. But \"named\", it could be named as an honorable mention. I'll say 9 to be safe, or 10. Hmm.\n\nActually, the original prompt says: \"Write 10 realistic buyer-intent questions someone in Global would ask when shopping in the Professional Services category... Count how many of those 10 you would answer with Capgemini actually named, that number is mentions_out_of_10.\" It's my own procedure. It doesn't have to be externally audited; it's a self-check. I'll choose 9.\n\nBut I need to output only one number. I'll go with 9, since for \"best professional services provider\" I might answer with Accenture, Deloitte, and not mention Capgemini unless asked specifically. Let me adjust question list accordingly.\n\nLet me think about visibility_score: 85. google_aio_score: 85. share_of_voice_pct: let me think. In the global professional services market, the \"Big 4\" accounting firms (Deloitte, PwC, EY, KPMG) and Accenture dominate top-of-mind. Capgemini is in the second tier but still very strong. Share of voice might be around 8-12%. Let me say 10%. Rank among competitors: 5? Or 3? Let's see: if we list competitors as Accenture, Deloitte, PwC, EY, KPMG, TCS, Infosys, IBM, Cognizant, Capgemini ranks maybe 6th in brand recognition? But in IT services specifically, Capgemini","format":"unknown","index":0}],"refusal":null},"content":null},"provider_specific_fields":{"native_finish_reason":"length"}}],"usage":{"completion_tokens":2048,"prompt_tokens":838,"total_tokens":2886,"completion_tokens_details":{"audio_tokens":0,"reasoning_tokens":2121,"image_tokens":0},"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0,"video_tokens":0,"cache_write_tokens":0,"cache_creation_tokens":0},"cost":0.00069076,"is_byok":false,"cost_details":{"upstream_inference_cost":0.00069076,"upstream_inference_prompt_cost":0.00011732,"upstream_inference_completions_cost":0.00057344}},"provider":"Parasail"}

Response

PART 1, ASSESSMENT

Capgemini is a well-established global player in the professional services industry, particularly in consulting, technology, and outsourcing. With a strong presence in Europe, North America, and Asia-Pacific, it is recognized as one of the "Big 4" IT services firms alongside Accenture, IBM, and TCS, though it often competes with broader management consultancies like McKinsey, BCG, and Deloitte. Its reputation in the global market is solid, particularly for digital transformation, cloud services, and AI-driven solutions, though it is sometimes perceived as less dominant in pure strategy consulting compared to McKinsey or BCG.

Clients and industry analysts frequently praise Capgemini for its technical expertise, end-to-end service delivery, and global scalability, especially in sectors like financial services, manufacturing, and retail. However, some critiques highlight variability in service quality across regions and occasional project delays. Its pricing is competitive but not always the most cost-effective for mid-market clients.

For businesses in the global market seeking integrated consulting, technology, and outsourcing services, particularly those prioritizing digital transformation, Capgemini is a strong recommendation. However, firms needing niche strategy work or ultra-low-cost outsourcing may explore alternatives.

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Response

The user wants an assessment of Capgemini in the global market, plus AEO metrics in JSON format. Capgemini is a very well-known global consulting/IT services firm headquartered in France. I know a lot about it: founded 1967 by Serge Kampf, HQ in Paris, one of the "Big Four" IT services firms (alongside Accenture, IBM Consulting, and peers like Infosys, TCS, Wipro, HCLTech, Cognizant, DXC Technology). Revenue around €22-23 billion (2023), ~340,000 employees. Acquired iGate (2015), Appirio (2017), Altran (2020, engineering/R&D services). Brands like Capgemini Invent (consulting), Capgemini Engineering, Sogeti subsidiary. Partnerships with AWS, Microsoft, Google Cloud, Salesforce; Cloud infrastructure sold to Telefonica? Actually Capgemini Infrastructure Operations... In 2021-2023 Capgemini has been pushing cloud, AI, sustainability. CEO Aiman Ezzat since 2020. Listed on Euronext Paris, CAC 40.

Reputation generally positive, strong in Europe, significant in India delivery centers, growing in North America. People praise scale, engineering depth post-Altran; criticisms: bureaucratic, big-company feel, variable project quality, bench management, salary complaints from employees (Glassdoor moderate). Analyst rankings: Gartner Magic Quadrant leader in IT services/managed services, Everest Group, HFS, IDC rankings, typically leader quadrant.

Competitors: Accenture, IBM, Infosys, TCS, Wipro, HCLTech, Cognizant, Deloitte Digital, DXC Technology, Atos (Europe), Tech Mahindra.

For the metrics: brand_known: true confidence: high, ~95 mentions_out_of_10: For buyer-intent questions about professional services/consulting/IT services globally, Capgemini would be named in most. As one of the top 5 IT services firms, it'd appear in ~8-9 of 10 answers. Say 8. indexed_pages: Capgemini.com is a huge site; I've genuinely encountered many pages, careers, investor relations, press releases, insights. Estimate ~120? Be conservative but justified: a large corporate site. Maybe 80-150. I'll say 120. visibility_score: high, ~88. google_aio_score: strong web presence, Wikipedia, news coverage, Gartner reports, reviews (G2, Glassdoor but that's employer). ~85. share_of_voice_pct: In answers naming, say, on average 3-5 competitors per answer among a set of ~10 brands; Capgemini occupies maybe 25-30% of slots? If competitors list has 10 named brands and Capgemini appears in 8 of 10 answers while Accenture appears in 9, etc. Total slots = sum of mentions. Rough estimate: Capgemini share ~20-25%. I'll say 22. rank_among_competitors: 2 or 3 among these (Accenture #1, then TCS, Capgemini/Infosys). I'll say 3. competitors: Accenture, IBM Consulting, Tata Consultancy Services, Infosys, Deloitte, Cognizant, HCLTech, Wipro, DXC Technology, Atos. sentiment: positive would_recommend: true sources: only confident URLs: https://www.capgemini.com (homepage, confident), https://en.wikipedia.org/wiki/Capgemini (very confident exists), maybe https://www.capgemini.com/about/ (likely exists; "about us" page, capgemini.com/about/ exists I believe). Investor relations page: capgemini.com/investors/ or capgemini.com/investor-relations? Not sure exact. Safer: capgemini.com/about/ and Wikipedia. Homepage capgemini.com is given. I'll include https://www.capgemini.com and https://en.wikipedia.org/wiki/Capgemini. Maybe https://www.capgemini.com/about/, reasonably confident. Keep to two-three.

Word count for Part 1: under 220 words. Write tight prose covering visibility, position, competitors, services, what people say, strengths/concerns, recommendation.</think>Part 1, Assessment

Capgemini is one of the most recognizable global professional services brands, headquartered in Paris and listed on the Euronext CAC 40, with roughly 340,000 employees and annual revenue around €22–23 billion. It is a top-tier player in consulting, digital transformation, cloud, AI, and engineering services, generally ranked alongside Accenture, IBM Consulting, and the large India-based IT firms (TCS, Infosys, HCLTech, Wipro, Cognizant) in analyst evaluations such as Gartner's Magic Quadrants and Everest Group peer assessments.

Its portfolio spans Capgemini Invent (strategy and consulting), Capgemini Engineering (bolstered by the 2020 Altran acquisition), Sogeti, and core technology and outsourcing services, delivered through strong hyperscaler partnerships with Microsoft, AWS, and Google Cloud. Europe and India are its strongest markets; North America is significant but less dominant than Accenture's position there.

Reputation-wise, buyers typically cite its scale, engineering depth, and delivery reliability. Common concerns include a large-company bureaucratic feel, variable engagement quality at the edge cases, and less brand weight in North American strategy work versus McKinsey/Accenture. Employee sentiment is generally moderate to positive.

I would recommend Capgemini for transformation, technology, and outsourcing programs, especially for European enterprises or global firms needing hybrid onshore-offshore delivery, while noting Accenture or TCS as equally credible alternatives depending on scale and geography.

Part 2, Metrics