H

How AI Sees Humana — AI Visibility Report for Healthcare

humana.com · Global · Healthcare

Fair
Overall Score
491
Star Rating
2 / 5
Rank
#319of 337
Engines
3analyzed
Analyzed
Quick Answer

Is Humana optimized for AEO?

Humana scores 491 on BrandAEO's independent open-scale AEO assessment (ranked #319 of 337 brands analyzed) — a building level of visibility and recommendation strength when AI answer engines respond to healthcare questions.

Overall AI Visibility Score
491
2 / 5
Building

How AI Answer Engines Rate Humana

Ranked #319 of 337 brands analyzed

Humana's AI visibility, measured across 3 answer engines: 10 scoring dimensions (each 0–100) plus evidence points from what the engines actually reported. The Overall Score is the sum — an open scale, higher is better.

Stars reflect this brand's relative rank among all brands analyzed by BrandAEO (Top 100 = 5★), and self-adjust as more brands are added. This is a relative percentile-rank rating, not a customer review.

Analyzed & scored by BrandAEO — an independent AI visibility grader. See methodology.

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Dimension Breakdown

10

How the Overall Score is built

393from 10 dimensions (max 1,000)+98evidence (max 500)=491
  • Mentioned in buyer-intent answers15/100
  • Proactively recommended0/100
  • AI visibility (engine-reported)23/100
  • Share of voice vs competitors10/100
  • Sentiment50/100

Evidence = numbers the 2/3 reporting engines self-measured while answering (mention rate across 10 buyer-intent prompts, recommendation rate, visibility, share of voice, sentiment). Dimensions are graded by the scoring model from every engine's answer.

Answer Accuracy
Fair
71/100
Brand Recognition
Weak
45/100
Brand Sentiment
Fair
52/100
Citation Authority
Weak
28/100
Competitive Positioning
Weak
38/100
Market Score
Weak
32/100
Presence Quality
Weak
41/100
Recommendation Rate
Weak
8/100
Share of Voice
Weak
34/100
Topical Coverage
Weak
44/100

AEO Score Over Time

4
Humana AEO Trend

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

0163325488650Sep 14Sep 28Oct 12Oct 26

About Humana

Humana operates in healthcare (Global). This page summarizes how leading AI answer engines currently describe and recommend Humana, based on BrandAEO's independent open-scale AI-visibility assessment (Overall Score 491, ranked #319 of 337).

Humana vs Competitors

Competitive positioning analysis is being prepared for Humana.

How Humana Can Improve

5

Add Authoritative Global Sources

High

Integrate reputable URLs (e.g., Humana annual reports, WHO listings, global insurance directories) into the knowledge base to boost citation authority.

New

Validate Brand Recognition Across Engines

High

Run cross‑engine verification tests to ensure at least 80% of models reliably recognize Humana, raising brand_recognition.

New

Expand Global Content Coverage

Medium

Create and ingest content that details any international partnerships, investments, or regulatory filings to improve topical coverage and market score.

New

Improve Share‑of‑Voice Metrics

Medium

Increase the number of AI‑generated mentions of Humana in comparative analyses and buyer‑intent scenarios to raise share_of_voice.

New

Introduce Conditional Recommendations

Low

Program the model to suggest Humana for U.S.‑specific use cases while clearly stating its limited global applicability, improving recommendation_rate without misleading users.

New

What AI Engines Said About Humana

3

2 of 3 AI engines returned an answer about Humana 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.

G

What Gemma said about Humana

Model ollama/gemma4:31b · analyzed

Response

PART 1, ASSESSMENT Humana is a prominent leader in the healthcare insurance sector, though its visibility is heavily concentrated within the United States market rather than being a truly diversified global entity. In the broader global market, its reputation is that of a specialized U.S. payer, particularly dominant in Medicare Advantage and senior health services. Its main competitors globally include diversified giants like UnitedHealth Group, Cigna, and Allianz.

The company provides comprehensive health insurance and integrated wellness programs designed to manage chronic conditions and improve patient outcomes. While users typically praise its comprehensive care coordination and senior-focused benefits, concerns often center on network restrictions and the complexities of insurance claims.

Because Humana's operations, regulatory compliance, and provider networks are centered in the U.S., I would not recommend it to a consumer seeking healthcare solutions outside of the United States. For an individual based globally who does not have U.S. residency or specific U.S.-based coverage needs, the brand lacks the infrastructure to provide viable international healthcare delivery or insurance.

Show the exact prompt sent to Gemma

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: Humana Website: https://humana.com Industry: Healthcare Products/Services: Health insurance and wellness programs 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 Healthcare 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 Healthcare category (for example "best Healthcare provider", "Health insurance and wellness programs alternatives", "is Humana any good"). Count how many of those 10 you would answer with Humana actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://humana.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 Humana 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 Humana

No data

Model ollama/qwen3.5:397b · analyzed

Response

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

Show the exact prompt sent to Qwen

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

Model ollama/kimi-k2.6 · analyzed

Response

PART 1, ASSESSMENT

Humana is a U.S.-centric health insurance provider with extremely limited genuine global presence. Despite its size as one of America's largest Medicare Advantage and commercial insurers, the brand is essentially invisible outside the United States. Humana operates no international insurance subsidiaries of significance and does not market products to global consumers. Its "global" footprint consists mainly of sparse international investments and partnerships rather than customer-facing healthcare services.

In the U.S. market, Humana holds strong competitive positioning, typically ranked fourth or fifth among national insurers, with particular strength in Medicare Advantage where it often trails only UnitedHealthcare. Its wellness programs (Vitality, Go365, CenterWell clinical services) are well-developed domestically. Globally, however, the brand competes nowhere against established multinational insurers like Bupa (UK), AXA, Allianz Care, Cigna Global, and Aetna International.

What limited global commentary exists typically comes from expatriates researching U.S. retirement healthcare or industry analysts tracking Humana's stock performance. Strengths include Medicare expertise and integrated care models; concerns center on customer service complaints, narrow networks in certain regions, and the 2023 decision to divest its commercial insurance business to focus on government-sponsored and CenterWell services, which further reduces any global relevance.

I would not recommend Humana to someone seeking healthcare solutions globally. For international private medical insurance, global mobility coverage, or expatriate health benefits, competitors with actual cross-border infrastructure and regulatory licenses are objectively superior choices.

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: Humana Website: https://humana.com Industry: Healthcare Products/Services: Health insurance and wellness programs 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 Healthcare 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 Healthcare category (for example "best Healthcare provider", "Health insurance and wellness programs alternatives", "is Humana any good"). Count how many of those 10 you would answer with Humana actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://humana.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 Humana 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

4
Is Humana optimized for Answer Engine Optimization (AEO)?

Humana scores 491 on BrandAEO's independent open-scale Answer Engine Optimization assessment, indicating strong visibility and recommendation strength when AI models answer healthcare questions.

How do AI models like ChatGPT and Gemini see Humana?

BrandAEO evaluated Humana across 5 AI answer engines (OpenAI, Gemini, Perplexity, DeepSeek, Qwen) and 10 visibility dimensions (each scored 0-30). Humana currently has an Overall Score of 491, indicating strong presence and recommendation strength when AI models answer healthcare questions.

What is Humana's AEO score?

Humana's Answer Engine Optimization (AEO) Overall Score is 491 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 Humana is inside AI-generated answers.

How can Humana improve its visibility in AI answers?

Humana 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.