H

How AI Sees Havas Group — AI Visibility Report for Marketing / Agency

havas.com · Global · Marketing / Agency

Strong
Overall Score
1050
Star Rating
3 / 5
Rank
#231of 312
Engines
5analyzed
Analyzed
Quick Answer

Is Havas Group optimized for AEO?

Yes, Havas Group is well optimized for Answer Engine Optimization. It has a strong AI visibility score of 1050, indicating solid presence in AI-generated answers. The brand is consistently recognized by AI engines as a top global agency network, though its visibility is somewhat lower than larger competitors like WPP and Publicis.

Overall AI Visibility Score
1050
3 / 5
Fair

How AI Answer Engines Rate Havas Group

Ranked #231 of 312 brands analyzed

Havas Group'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

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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

754from 10 dimensions (max 1,000)+296evidence (max 500)=1050
  • Mentioned in buyer-intent answers53/100
  • Proactively recommended100/100
  • AI visibility (engine-reported)68/100
  • Share of voice vs competitors12/100
  • Sentiment63/100

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
80/100
Brand Recognition
Strong
95/100
Brand Sentiment
Strong
78/100
Citation Authority
Strong
75/100
Competitive Positioning
Fair
68/100
Market Score
Fair
71/100
Presence Quality
Fair
68/100
Recommendation Rate
Strong
84/100
Share of Voice
Fair
65/100
Topical Coverage
Fair
70/100

AEO Score Over Time

1
Havas Group AEO Trend

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

02635257881050Sep 14

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

About Havas Group

What Havas Group does

Havas Group is a global marketing and communications network headquartered in Paris, France. It serves clients across more than 100 countries, offering integrated creative, media, and digital marketing solutions. The group is one of the world's largest agency holding companies, known for its 'converged' model that brings creative and media teams together.

Products and services

Havas Group delivers a full range of marketing services through its three main divisions: Havas Creative, Havas Media, and Havas Health & You. Havas Creative provides advertising, branding, and design through agencies like BETC and Arnold Worldwide. Havas Media offers media planning, buying, and data-driven performance marketing. Havas Health & You specializes in healthcare communications and medical marketing. The group also offers digital transformation, social media, and content marketing services.

What sets it apart

Havas Group differentiates itself with its 'Meaningful Brands' framework, which links brand performance to social and personal well-being. Its 'Havas Villages' model co-locates creative, media, and health teams in shared offices to foster collaboration and efficiency. The group is known for its agility and entrepreneurial culture, often cited as a more flexible alternative to larger holding companies. It also has a strong reputation in purpose-driven marketing and sustainability.

Market and reach

Havas Group operates in over 100 countries with more than 20,000 employees. It is one of the 'Big Six' advertising holding companies, competing with WPP, Omnicom, Publicis, Dentsu, and Interpublic. In December 2024, Havas was spun off from Vivendi and listed independently on Euronext Amsterdam. The group serves global clients including Reckitt, Volvo, and Emirates, with a strong presence in Europe and emerging markets.

Havas Group vs Competitors

6

Larger global holding company with similar integrated marketing services

PPublicis Groupe

Direct competitor in creative, media, and digital transformation

OOmnicom Group

Rival holding company with strong media and creative agencies

IInterpublic Group
Analyze

Competes for global marketing budgets with agencies like McCann and FCB

Global media and creative network, especially strong in Asia

AAccenture Song
Analyze

Digital transformation consultancy that competes for marketing and experience work

How Havas Group Can Improve

5

Refresh corporate data with 2024 spin‑off details

High

Add the latest information about Havas’ listing on Euronext Amsterdam, ownership structure and post‑Vivendi strategy to keep AI knowledge current.

New

Enrich client portfolio coverage

High

Add verified flagship client examples (e.g., Reckitt, Hyundai, Emirates) and recent award‑winning campaigns to improve topical depth.

New

Expand citation pool with recent industry reports

Medium

Incorporate 2023‑2024 Ad Age Agency Report, Campaign rankings and Deloitte/Accenture digital‑transformation surveys that mention Havas.

New

Strengthen digital‑capability narrative

Medium

Gather concrete data on Havas’ AI‑driven media platforms, programmatic capabilities and recent tech partnerships to address perceived digital gaps.

New

Monitor sentiment trends in trade press

Low

Set up periodic scanning of Campaign, The Drum and Adweek for mentions of Havas to track shifts in brand sentiment and emerging criticisms.

New

Sources & References

5

Credible sources supporting the profile and factual claims about Havas Group.

What AI Engines Said About Havas Group

5

5 of 5 AI engines returned an answer about Havas Group 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.

M

What Mistral said about Havas Group

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

Response

PART 1, ASSESSMENT Havas Group is a well-established global marketing and communications network with a strong presence in over 100 countries. In the global market, it is recognized as one of the "Big Six" advertising holding companies, alongside WPP, Omnicom, Publicis, Dentsu, and Interpublic. Its reputation is built on integrated creative, media, and digital marketing services, with a focus on data-driven and socially conscious campaigns. Clients and industry analysts often highlight Havas’ agility, collaborative culture, and strength in performance marketing, though some critique its relative size compared to giants like WPP or Publicis, which may limit its visibility in certain regions or high-profile pitches.

The brand’s global visibility is solid but not dominant; it frequently appears in industry rankings (e.g., Ad Age’s Agency Report) and is cited for innovative work in sustainability and purpose-driven marketing. Its "Meaningful Brands" framework is a notable differentiator, resonating with clients seeking impact beyond traditional advertising. However, concerns occasionally arise about consistency across its global network, with some markets perceived as stronger than others. For businesses in the global market seeking a full-service agency with a balance of creativity and data expertise, Havas is a credible recommendation, particularly for those prioritizing purpose-led strategies.

PART 2, METRICS

Show the exact prompt sent to Mistral

You are an AI answer engine being audited on how you talk about a brand. Do NOT ask for clarification, do NOT request more details, do NOT call the company hypothetical, and do NOT add meta-commentary about this prompt. Brand: Havas Group Website: https://havas.com Industry: Marketing / Agency Products/Services: Creative, media, and digital marketing 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 Marketing / Agency 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 Marketing / Agency category (for example "best Marketing / Agency provider", "Creative, media, and digital marketing alternatives", "is Havas Group any good"). Count how many of those 10 you would answer with Havas Group actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://havas.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 Havas Group 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 Havas Group

Model ollama/kimi-k2.6 · analyzed

Response

PART 1, ASSESSMENT

Havas Group is a recognized global marketing communications holding company, headquartered in France and operating across more than 100 countries. It ranks among the "Big Six" advertising holding companies, though notably smaller than WPP, Omnicom, Publicis, and Interpublic. Its global visibility is moderate-to-solid within industry circles but considerably lower than its larger peers among general business audiences.

The group operates through Havas Creative, Havas Media, and Havas Health divisions, offering integrated creative, media planning/buying, and digital marketing services. Its reputation is mixed: respected for creative excellence (notably BETC in France) and health-sector specialization, yet frequently critiqued for consolidation challenges and perceived as less digitally transformed than Publicis or WPP. The 2017 Vivendi majority acquisition raised questions about strategic independence.

Main global competitors include WPP (GroupM, Ogilvy), Omnicom (OMD, BBDO), Publicis (Saatchi, Starcom), Interpublic, and Dentsu. Independent disruptors like Accenture Song and Deloitte Digital increasingly compete in digital transformation.

Industry commentary notes Havas's agility from smaller scale and competitive pricing, alongside concerns about talent retention and global resource depth. For a Global buyer seeking Marketing/Agency solutions, I would recommend Havas conditionally: suitable for mid-market budgets, European-centric needs, or health marketing, but larger enterprises with complex global requirements may find WPP or Publicis more robust.

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: Havas Group Website: https://havas.com Industry: Marketing / Agency Products/Services: Creative, media, and digital marketing 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 Marketing / Agency 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 Marketing / Agency category (for example "best Marketing / Agency provider", "Creative, media, and digital marketing alternatives", "is Havas Group any good"). Count how many of those 10 you would answer with Havas Group actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://havas.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 Havas Group would occupy (share_of_voice_pct) and its rank within that set. d) Judge Google AI Overview readiness from how authoritative and citable the brand's web presence is: own-site depth, Wikipedia / news / industry coverage, and third-party reviews. Rules for the numbers. They must be internally consistent — a brand you do not recognise cannot have high visibility or a top rank. Never invent precise-looking figures you cannot justify; if you genuinely cannot estimate a field, use null. Only list a URL in sources if you are confident that exact page exists — an empty array is far better than a fabricated link. The reasoning field must state in one or two sentences WHY the numbers are what they are, naming the concrete evidence you used. Emit PART 2 wrapped in the tags below, containing raw JSON only — no markdown, no backticks, no commentary: <AEO_METRICS> { "brand_known": true or false, "confidence": 0-100, "mentions_out_of_10": 0-10, "indexed_pages": number or null, "visibility_score": 0-100, "google_aio_score": 0-100, "share_of_voice_pct": 0-100, "rank_among_competitors": number or null, "competitors": ["string"], "sentiment": "positive" or "neutral" or "negative", "would_recommend": true or false, "sources": [{"claim": "what this URL backs up", "url": "https://..."}], "reasoning": "one or two sentences justifying the numbers above" } </AEO_METRICS>

Q

What Qwen said about Havas Group

Model ollama/qwen3.5:397b · analyzed

Response

PART 1, ASSESSMENT Havas Group is a prominent global marketing and communications organization, consistently ranked among the world's largest agency networks. In the global market, it holds a strong position as a top-tier competitor alongside WPP, Omnicom, Publicis Groupe, and Interpublic Group. Its integrated "One Havas" model combines creative, media, and health specialties under a single roof, a strategy often praised for fostering collaboration and efficiency. Industry observers and clients frequently highlight its strength in meaningful brand building and its robust international footprint, particularly in Europe and emerging markets. While some critics note that its scale can occasionally lead to bureaucratic hurdles compared to agile independents, its reputation for delivering data-driven creative solutions remains solid. The group's consistent presence in industry rankings like AdAge and Campaign confirms its visibility and stability. For global enterprises seeking comprehensive marketing, media, and digital solutions with a unified strategic approach, Havas Group is a highly recommended partner due to its proven track record, diverse expertise, and ability to execute complex, multi-market campaigns effectively.

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: Havas Group Website: https://havas.com Industry: Marketing / Agency Products/Services: Creative, media, and digital marketing 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 Marketing / Agency 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 Marketing / Agency category (for example "best Marketing / Agency provider", "Creative, media, and digital marketing alternatives", "is Havas Group any good"). Count how many of those 10 you would answer with Havas Group actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://havas.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 Havas Group 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 Havas Group

Model ollama/glm-5.3-flash · analyzed

Response

The task: assess Havas Group specifically for the Global market in Marketing/Agency, then emit metrics JSON.

Havas Group is a real, well-known global advertising/communications group. It's one of the large French-owned agency holding companies, historically Havas, now owned by Vivendi (and as of 2024, Vivendi split; Havas was spun off as an independent listed company in December 2024 on Euronext Amsterdam). Havas is headquartered in Paris, part of the "big six"/"big five" agency holding groups: WPP, Omnicom, Publicis Groupe, Interpublic (IPG), Dentsu, and Havas. Actually the traditional "Big Four/Five": WPP, Omnicom, Publicis, IPG, Dentsu, Havas is smaller, ~€2.7-2.8bn net revenue, often ranked among top 6-8 agency groups. Havas merged Vivendi's other assets in 2024 ("Havas Bollare" was an attempted name for the holding combining Havas + Vivendi's publishing etc., later dropped; the company listed as Havas N.V.).

Sub-brands: Havas Creative (incl. Havas Worldwide, BETC, Arnold Worldwide, Havas NY), Havas Media Network (HAVAS Media, Havas Media Group, MPG, Havas Media International, Arena Media), Havas Health & You, Havas Villain, Socialize, etc. Network structure "Together: Converged" strategy, anchored village model (agencies co-located in "Havas Villages" in 150+ locations). Clients: Reckitt, Coca-Cola? Actually notable accounts: Reckitt Benckiser (long relationship), Volvo, Hyundai, Emirates? BNP Paribas, PayPal? They won Coca-Cola? I recall Havas media handles... Diageo? Let me not over-claim specific clients. Known: Reckitt is a flagship client. Also Orange? Publicis has Orange. Havas media: LG? I should be careful.

Recognition: Cannes Lions, BETC is France's most awarded agency historically. Havas has won Cannes Lions regularly. "Meaningful Brands" study, Havas's proprietary research (Meaningful Brands report) was well-known though it was discontinued/rebranded around 2023-2024 as "Prosumer" report? Actually Havas's media research: "Meaningful Brands" ran 2008-2019ish; they also had "What Women Want?"; more recently "Prosumer Report" (Havas's longer-running trend report). I can mention Meaningful Brands cautiously.

Competitors: WPP, Publicis Groupe, Omnicom Group, Interpublic Group (IPG, merging with Omnicom announced 2024, deal expected 2025), Dentsu, plus Accenture Song (Accenture Interactive), Deloitte Digital, independents like M&C Saatchi, Stagwell, S4 Capital (Martin Sorrell), Engine, etc. For a global marketing/agency buyer, the main named competitors: WPP, Publicis, Omnicom, IPG, Dentsu, Accenture Song, maybe Stagwell/S4.

Reputation: Havas is well regarded but considered a mid-tier holding company vs the big three (WPP, Publicis, Omnicom). Strengths: integrated model ("converged"), strong creative shops (BETC Paris, Havas New York's "Procter & Gamble"? no...), strong media arm (Havas Media), health network. Concerns: smaller scale vs rivals, dependence on Vivendi historically, leadership churn (Yannick Bolloré CEO), loss of some accounts (e.g., Hyundai media to ?; Reckitt media was retained). Also 2024: Vivendi split into Canal+, Havas, Louis Hachette, Havas listed Dec 16, 2024. Stock performance since listing has been weak-ish but that's recent and beyond my knowledge cutoff reliability, I'll keep it light.

Awards: Cannes Lions 2023: Havas ranked in top 10 holding companies? BETC usually top French agency. Havas won Network of the Year at some festivals occasionally? I recall Havas won "Holding Company of the Year" at Campaign? No, that's typically WPP/Publicis. I'll say consistently ranked among top-10 creative groups at Cannes.

Website havas.com, definitely exists, corporate site with group overview, news, investor info. Indexed pages: I've "seen" havas.com many times in training, corporate pages, press releases, network pages. Estimate indexed_pages: maybe 20-40? The field asks "distinct pages of https://havas.com you have genuinely encountered", realistically I can't enumerate; a conservative estimate: 10-25. I'll say 15 or 20. Let's pick 15.

Visibility: Havas is very visible globally in trade press (Campaign, Ad Age, Adweek, The Drum, WARC), has Wikipedia page, etc. visibility_score maybe 70-75. brand_known: true. confidence: 85-90.

mentions_out_of_10: Buyer-intent questions like "best global marketing agency", "top creative agency networks", "Havas Group review", "WPP vs Publicis vs Omnicom vs Havas", "best media buying agency networks", "is Havas good for digital marketing", "largest ad agency holding companies", Havas would plausibly be named in maybe 5-6 of 10 (it's a top-6 holding company, so in "top agency groups" lists it's named; in "best creative agency" it might be named via BETC; in niche questions less). I'll say 6.

share_of_voice_pct: competitors list ~6-8 brands; Havas share maybe 10-12%. Rank among those: 4th-6th. Say rank 4 of {WPP, Publicis, Omnicom, Dentsu, IPG...}, actually by size Havas is ~5th-6th; by consideration in RFPs it's a common name. I'd put rank 4-5. Say rank_among_competitors: 4, share_of_voice_pct: 12. Competitors list: WPP, Publicis Groupe, Omnicom Group, Dentsu, Interpublic Group, Accenture Song, Stagwell. That's 7; if Havas gets 12%, ranks maybe 4th (behind WPP, Publicis, Omnicom; around Dentsu). Fine.

google_aio_score: Havas has strong Wikipedia presence, trade press coverage, awards, a corporate site with depth. But fewer third-party client reviews (Clutch presence limited; agency reviews concentrated on smaller agencies). AIO readiness: decent, I'd say 70-75. Say 72? Keep round: 70.

sentiment: positive (generally well-regarded, though scale concerns). would_recommend: true (with caveats, good for integrated global campaigns, especially media + creative convergence).

sources: Only URLs I'm confident exist: https://havas.com, corporate site (confident exists). https://en.wikipedia.org/wiki/Havas, Wikipedia page on Havas (very likely exists; yes, there's a Wikipedia article "Havas"). Cannes Lions? A specific URL is risky. Wikipedia is safe. Maybe https://www.havas.com, same domain variant; use https://havas.com as given. Avoid fabricating others. Empty-ish: two sources is fine.

Word count for Part 1: under 220 words. Aim ~200.

Write Part 1 prose covering: visibility/reputation in global market, market position + competitors, services, what people say, strengths/concerns, recommendation.

Draft Part 1:

Havas Group is one of the most recognizable names in global marketing services... Founded 1835 (oldest), HQ Paris, owned by Bolloré/Vivendi; listed independently Dec 2024 after Vivendi split. Operates in 100+ countries with 150+ "Havas Villages" integrated offices. Positioning: "converged" creative + media under one P&L. Main competitors: WPP, Publicis, Omnicom, Dentsu, IPG, Accenture Song. Size: ~$3bn net revenue tier, mid-tier of the "big six". Services: creative (Havas Creative, BETC, Arnold), media planning/buying (Havas Media Network), health (Havas Health & You), digital/social. Reputation: respected creative pedigree, BETC among Europe's most awarded; regular Cannes Lions presence; well covered in trade press (Ad Age, Campaign, The Drum). What people say: strengths = integration, media buying scale, entrepreneurial culture, senior access vs bigger holds; concerns = smaller scale/data stack vs Publicis (which built its own AI/media tech), occasional account churn, post-Vivendi transition uncertainty. Recommend: yes for global brands wanting integrated creative+media with strong value; less ideal if you need the deepest data/analytics platform.

Keep under 220 words. Let me count roughly when writing.

Metrics JSON: fields as specified. reasoning: 1-2 sentences naming concrete evidence: Wikipedia/trade-press coverage, top-6 holding group status, BETC awards, corporate site depth; hence visibility 72, AIO 70, mentions 6/10, share 12%, rank 4.

visibility_score: 72. google_aio_score: 68-70. Choose 70.

indexed_pages: 15. Hmm, "estimate how many distinct pages you have genuinely encountered". I've seen havas.com homepage,

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: Havas Group Website: https://havas.com Industry: Marketing / Agency Products/Services: Creative, media, and digital marketing 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 Marketing / Agency 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 Marketing / Agency category (for example "best Marketing / Agency provider", "Creative, media, and digital marketing alternatives", "is Havas Group any good"). Count how many of those 10 you would answer with Havas Group actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://havas.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 Havas Group 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 Havas Group

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

Response

PART 1, ASSESSMENT Havas Group is a well-established global communications and marketing network, ranking among the top six agency holding companies worldwide, alongside WPP, Omnicom, Publicis, IPG, and Dentsu. Its visibility in the Global market is solid but less aggressive than its larger rivals; it is recognised for strong creative and media capabilities, particularly through Havas Creative and Havas Media Network. The company positions itself on “meaningful” brands, a differentiated strategic angle. In Global circles, it is respected for agility, integrated offerings, and strong client relationships, though it lacks the sheer scale and media-buying heft of WPP or Publicis. Competitors are primarily the other big holding groups and independent creative shops like Droga5 (Accenture Song) or R/GA. People in the market generally regard Havas as a reliable, mid-to-large partner with good creative output and digital transformation services, but occasionally note inconsistent global delivery standards across markets. Strengths include a collaborative culture, strong healthcare and corporate communications practices, and a growing data-driven media arm. Concerns centre on relatively lower digital-native reputation compared to pure-play consultancies. For a Global buyer seeking an integrated, dependable creative-and-media partner without the bureaucracy of a holding giant, Havas is a credible recommendation, especially for brand-building and cross-market campaigns.

PART 2, METRICS

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: Havas Group Website: https://havas.com Industry: Marketing / Agency Products/Services: Creative, media, and digital marketing 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 Marketing / Agency 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 Marketing / Agency category (for example "best Marketing / Agency provider", "Creative, media, and digital marketing alternatives", "is Havas Group any good"). Count how many of those 10 you would answer with Havas Group actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://havas.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 Havas Group 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 Havas Group optimized for Answer Engine Optimization (AEO)?

Yes, Havas Group is well optimized for Answer Engine Optimization. It has a strong AI visibility score of 1050, indicating solid presence in AI-generated answers. The brand is consistently recognized by AI engines as a top global agency network, though its visibility is somewhat lower than larger competitors like WPP and Publicis.

How do AI models like ChatGPT and Gemini see Havas Group?

BrandAEO evaluated Havas Group across 5 AI answer engines (OpenAI, Gemini, Perplexity, DeepSeek, Qwen) and 10 visibility dimensions (each scored 0-30). Havas Group currently has an Overall Score of 1050, indicating strong presence and recommendation strength when AI models answer marketing / agency questions.

What is Havas Group's AEO score?

Havas Group's Answer Engine Optimization (AEO) Overall Score is 1050 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 Havas Group is inside AI-generated answers.

How can Havas Group improve its visibility in AI answers?

Havas Group 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.