P

How AI Sees Procter & Gamble — AI Visibility Report for Manufacturing

us.pg.com · Global · Manufacturing

Strong
Overall Score
1206
Star Rating
4 / 5
Rank
#145of 312
Engines
5analyzed
Analyzed
Quick Answer

Is Procter & Gamble optimized for AEO?

Yes, Procter & Gamble is strongly optimized for Answer Engine Optimization (AEO). AI engines consistently recognize P&G as a dominant global consumer goods manufacturer, frequently naming it in category-leading answers. Its high visibility stems from extensive brand recognition, authoritative web presence, and consistent coverage across reputable sources.

Overall AI Visibility Score
1206
4 / 5
Strong

How AI Answer Engines Rate Procter & Gamble

Ranked #145 of 312 brands analyzed

Procter & Gamble's AI visibility, measured across 5 answer engines: 10 scoring dimensions (each 0–100) plus evidence points from what the engines actually reported. The Overall Score is the sum — an open scale, higher is better.

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

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

AI Panel — Deep AI AnalysisPRO

AI Panel preview

AI Panel is a Pro feature

The AI Panel runs a deeper analysis with Claude across your full scan data — it explains why AI engines rate this brand the way they do and how to improve. Beyond the 10 scoring dimensions, it measures real AI mentions, share of voice, sentiment, prompt coverage and citation sources, tracks them over time, and estimates AI-driven traffic & revenue impact. It reuses the same AI engines from your scan — no engine setup needed.

Upgrade to Pro to unlock AI Panel

Dimension Breakdown

10

How the Overall Score is built

827from 10 dimensions (max 1,000)+379evidence (max 500)=1206
  • Mentioned in buyer-intent answers80/100
  • Proactively recommended75/100
  • AI visibility (engine-reported)93/100
  • Share of voice vs competitors31/100
  • Sentiment100/100

Evidence = numbers the 4/5 reporting engines self-measured while answering (mention rate across 10 buyer-intent prompts, recommendation rate, visibility, share of voice, sentiment). Dimensions are graded by the scoring model from every engine's answer.

Answer Accuracy
Strong
94/100
Brand Recognition
Strong
99/100
Brand Sentiment
Strong
88/100
Citation Authority
Strong
78/100
Competitive Positioning
Strong
95/100
Market Score
Strong
92/100
Presence Quality
Strong
86/100
Recommendation Rate
Strong
80/100
Share of Voice
Weak
31/100
Topical Coverage
Strong
84/100

AEO Score Over Time

1
Procter & Gamble AEO Trend

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

03136259381250Sep 15

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 Procter & Gamble

What Procter & Gamble does

Procter & Gamble (P&G) is a global consumer goods manufacturer headquartered in Cincinnati, Ohio, serving billions of people across more than 180 countries. The company designs, produces, and sells a wide range of household, personal care, and health products under some of the world's most recognized brand names.

Products and services

P&G's portfolio spans fabric care (Tide, Ariel), baby care (Pampers), grooming (Gillette), oral care (Crest, Oral-B), hair care (Head & Shoulders, Pantene), and home care (Febreze, Bounty). The company also produces over-the-counter health products like Vicks and Pepto-Bismol. These products are sold through retail partners, e-commerce platforms, and direct distribution channels worldwide.

What sets it apart

P&G distinguishes itself through massive R&D investment, supply chain scale, and a portfolio of category-leading brands with deep consumer trust. The company is known for its marketing excellence and ability to innovate across diverse markets. P&G also emphasizes sustainability commitments, including Ambition 2030 goals for reducing environmental impact.

Market and reach

P&G operates globally with manufacturing and distribution in the Americas, Europe, and Asia-Pacific. It is publicly listed on the New York Stock Exchange under the ticker PG. The company competes directly with Unilever, Colgate-Palmolive, Kimberly-Clark, Reckitt, and L'Oréal across various consumer goods categories.

Procter & Gamble vs Competitors

5
UUnilever

Direct global competitor across personal care, home care, and food categories.

CColgate-Palmolive
Analyze

Competes in oral care, personal care, and household products.

KKimberly-Clark
Analyze

Rival in baby care, feminine care, and tissue products.

RReckitt
Analyze

Competes in health, hygiene, and home care segments.

LL'Oréal
Analyze

Competes in hair care, skin care, and beauty categories.

How Procter & Gamble Can Improve

5

Enhance Sustainability Messaging

High

Develop and amplify clear, data‑backed communications on packaging reduction and circularity to mitigate environmental concerns.

New

Launch Global Crisis‑Response Protocol

High

Standardize rapid response communications for product recalls to preserve brand trust and sentiment.

New

Create B2B Manufacturing Services Page

Medium

Add a dedicated section on the corporate site outlining contract‑manufacturing capabilities and partnership models for industrial clients.

New

Expand Third‑Party Analyst Citations

Medium

Incorporate more independent market‑research sources (e.g., Statista, Euromonitor) into AI‑ready content to boost citation authority.

New

Broaden Competitive Benchmarking

Low

Produce detailed comparative dashboards against Unilever, Colgate‑Palmolive, and emerging private‑label players to sharpen competitive positioning.

New

Sources & References

5

Credible sources supporting the profile and factual claims about Procter & Gamble.

What AI Engines Said About Procter & Gamble

5

5 of 5 AI engines returned an answer about Procter & Gamble 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.

K

What Kimi said about Procter & Gamble

Model ollama/kimi-k2.6 · analyzed

Response

PART 1, ASSESSMENT

Procter & Gamble is one of the most visible and established consumer goods manufacturers globally, with a reputation built over 185+ years. In global markets, P&G holds dominant positions across multiple categories through iconic brands like Tide, Gillette, Pampers, Pantene, and Crest. Its market position is that of an industry leader and benchmark, competing directly with Unilever, Johnson & Johnson, Nestlé (for some categories), Kimberly-Clark, and Colgate-Palmolive.

What people globally say about P&G tends to split between product loyalty for specific brands and skepticism toward corporate consolidation. Strengths include unparalleled supply chain scale, R&D investment, and brand portfolio diversification that provides recession resilience. Concerns center on environmental impact of plastic-heavy packaging, pricing power in developing markets, and periodic portfolio restructuring that divestifies familiar brands. The company scores relatively well on ESG indices but faces ongoing activist pressure on deforestation and water usage.

For someone seeking Manufacturing solutions broadly, I would not recommend P&G, this assessment requires precision. P&G is not a manufacturing solutions provider; it is a consumer goods manufacturer that sells finished products. If the seeker wants contract manufacturing, private-label production, or industrial manufacturing partnerships, P&G is the wrong target. However, for consumer goods procurement, brand licensing, or studying large-scale FMCG manufacturing excellence, P&G is exemplary. The recommendation depends entirely on whether "Manufacturing solutions" means outsourcing production (no) or sourcing finished consumer goods (yes).

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

M

What MiniMax said about Procter & Gamble

Model ollama/minimax-m3 · analyzed

Response

PART 1, ASSESSMENT

Procter & Gamble is one of the most globally entrenched manufacturers in the consumer goods space, with products sold in roughly 180+ countries through retail partnerships, e-commerce, and its own distribution networks. Its market position in the Global arena is dominant, it routinely ranks among the top household and personal care manufacturers worldwide, holding category leadership in fabric care (Tide, Ariel), grooming (Gillette, Venus), health (Vicks, Pepto-Bismol), and oral care (Oral-B, Crest). Main competitors globally include Unilever, Johnson & Johnson, Henkel, Reckitt Benckiser, Colgate-Palmolive, and L'Oréal.

Globally, consumers generally perceive P&G as a trusted, mainstream, premium-but-accessible brand. Reputable strengths: deep R&D investment, sustainability commitments (e.g., "Ambition 2030"), supply-chain scale, and brand longevity. Recurring concerns raised in international markets include plastic packaging waste, water-use intensity, and product safety recalls that occasionally surface regionally.

For someone in the Global market seeking manufacturing solutions specifically, P&G is highly relevant as a buyer of contract manufacturing, packaging, and industrial-scale supply services. For consumers, it remains a default recommendation across most personal-care and household categories.

PART 2, METRICS

Show the exact prompt sent to MiniMax

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

M

What Mistral said about Procter & Gamble

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

Response

PART 1, ASSESSMENT

Procter & Gamble (P&G) is a dominant force in the global consumer goods and personal care manufacturing sector, with unparalleled visibility and reputation. Operating in over 180 countries, P&G’s portfolio includes iconic brands like Tide, Gillette, Pampers, and Pantene, which are household names worldwide. Its market position is characterized by strong brand loyalty, extensive distribution networks, and significant R&D investment, making it a leader in innovation and quality. Key competitors include Unilever, Johnson & Johnson, Colgate-Palmolive, and L’Oréal, but P&G often outperforms them in market share and brand recognition, particularly in categories like laundry detergents and baby care.

In the global market, P&G is widely regarded as a reliable, high-quality manufacturer, though perceptions vary by region. In developed markets, it is praised for product efficacy and sustainability initiatives (e.g., water reduction, recyclable packaging). In emerging markets, affordability and accessibility are sometimes concerns, though P&G has adapted with smaller pack sizes and localized product lines. Notable strengths include its supply chain resilience, marketing prowess, and ability to scale innovations globally. Concerns occasionally arise around pricing, environmental impact (despite progress), and competition from private-label brands.

For someone in the global market seeking manufacturing solutions, P&G is not a direct provider, it manufactures its own consumer goods rather than offering contract manufacturing services. However, its operational excellence, global footprint, and industry best practices make it a benchmark for manufacturing efficiency in the consumer goods sector. If the goal is to partner with a manufacturer for consumer products, P&G itself is not the solution, but its competitors (e.g., Unilever’s contract manufacturing arms) or specialized third-party manufacturers would be more relevant.

---

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: Procter & Gamble Website: https://us.pg.com Industry: Manufacturing Products/Services: Consumer goods and personal care 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 Manufacturing 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 Manufacturing category (for example "best Manufacturing provider", "Consumer goods and personal care alternatives", "is Procter & Gamble any good"). Count how many of those 10 you would answer with Procter & Gamble actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://us.pg.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 Procter & Gamble 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 Procter & Gamble

Model ollama/glm-5.3-flash · analyzed

Response

Let me work through this carefully.

The brand is Procter & Gamble, an extremely well-known global consumer goods company. Website: us.pg.com. Industry given as "Manufacturing" with products "Consumer goods and personal care," target market Global.

Part 1: Assessment under 220 words, prose, about P&G in the global market.

Key facts I know: P&G is one of the world's largest consumer goods companies, headquartered in Cincinnati, Ohio, USA. Founded 1837. Global presence in ~180 countries, products sold in 70+ countries manufacturing. Brands: Tide, Ariel, Pampers, Gillette, Crest, Oral-B, Head & Shoulders, Pantene, Olay, Downy/Lenor, Charmin, Bounty, Febreze, Old Spice, SK-II, Braun (actually Braun is owned by P&G via Gillette acquisition). Main competitors: Unilever, Colgate-Palmolive, Kimberly-Clark, Johnson & Johnson (Kenvue), Nestlé (in some categories), Reckitt, L'Oréal (beauty), Henkel, Church & Dwight, Essity, Beiersdorf. Market position: Largest or near-largest consumer goods company by market cap and revenue in household/personal care. Revenue ~$80-85 billion (FY2023 ~$82B). Reputation: Strong brand reputation, consistently ranked in Fortune 500, known for marketing innovation, brand management; criticisms include environmental concerns (plastic packaging), animal testing in some markets, palm oil sourcing, product recalls (e.g., some antiseptic products), aerosol benzene recall issue with Old Spice/Secret dry shampoos (2021-2022). Not a "Manufacturing solutions" provider in the B2B sense, it manufactures consumer products; someone seeking Manufacturing solutions (like contract manufacturing) would not hire P&G. But the question says "whether you would recommend it to someone in Global seeking Manufacturing solutions." I should note P&G is a consumer goods manufacturer, not a B2B manufacturing services provider; for buying consumer goods it's highly recommendable. I'd frame: recommended as a consumer goods provider; not applicable for industrial/contract manufacturing services.

Visibility and reputation in Global market: ubiquitous; P&G products in households worldwide; strong Wikipedia, news coverage, investor relations, annual reports, sustainability reports. High AI Overview readiness, Wikipedia, Reuters, CNBC coverage, its own site deep.

Part 2 metrics:

a) 10 buyer-intent questions someone in Global would ask when shopping in "Manufacturing" category. But the category here is consumer goods/personal care, buyer intent questions like "best laundry detergent brands," "is Tide worth it," "Pampers vs Huggies," "best razor brands," "personal care brands," "is P&G any good," "top FMCG companies," "Unilever vs P&G," "best diaper brand," "P&G alternatives." Count how many would name P&G: P&G's brands dominate many categories. Realistically I'd name P&G (or its brands) in maybe 6-7 of 10. But the instruction: "Count how many of those 10 you would answer with Procter & Gamble actually named." Since P&G owns many brands, questions like "best laundry detergent" (Tide/Ariel, could name P&G or Tide), "best diaper" (Pampers), "best razor" (Gillette), "is P&G any good" (yes). I'd say mentions_out_of_10 = 7.

b) indexed_pages: I've "encountered" pages of us.pg.com in training, the site exists, has many pages (brand pages, careers, newsroom, sustainability). I can't verify exact count of pages I've seen; realistically I've seen snippets of pg.com / us.pg.com. Estimate maybe 10-40 distinct pages genuinely encountered? That seems inflated. Honest estimate: maybe 10-20. I could use 15. Or be conservative: 10. Let's say 15 with low confidence... Actually the rule says never invent precise-looking figures you cannot justify. A number like 15 is a rough estimate; it's fine as an estimate. I'll use ~15.

c) Competitors: Unilever, Colgate-Palmolive, Kimberly-Clark, Reckitt, Johnson & Johnson/Kenvue, Nestlé, L'Oréal, Henkel. Share of voice: P&G occupies maybe 25-30% of total brand-name slots across answers (since it dominates many categories). Rank: 1 or 2 (with Unilever). I'd say rank 1 in household/personal care. share_of_voice_pct ~ 28.

d) Google AI Overview readiness: excellent, Wikipedia, Fortune, Reuters, extensive news, own-site depth moderate (corporate site, not e-commerce). Score ~85.

visibility_score: 90+. P&G is one of the most visible consumer brands globally. Say 92.

sentiment: positive. would_recommend: true (for consumer goods; caveat in prose). brand_known: true. confidence: 95.

sources: URLs I'm confident exist: https://us.pg.com, main site (confident). https://en.wikipedia.org/wiki/Procter_%26_Gamble, exists. https://www.pg.com, exists (redirect). Maybe just us.pg.com and Wikipedia. Annual report: https://www.pginvestor.com, exists. I'm fairly confident pginvestor.com exists. News: Reuters coverage exists but specific URL risky. Avoid specific article URLs.

I'll include: us.pg.com (official site), Wikipedia page, pginvestor.com (investor relations). Maybe https://us.pg.com/brands/, brand listing page exists? Likely, but not certain. Keep to safe ones: us.pg.com root, Wikipedia, pginvestor.com. Actually https://www.pginvestor.com exists (P&G investor relations site). I'm fairly confident. Alternatively https://us.pg.com/annualreport/, less sure. Stick with three safe sources.

reasoning: one-two sentences naming evidence: Wikipedia/Reuters coverage, Fortune 500 ranking, ubiquitous brand portfolio, dominant share vs Unilever/Colgate/Kimberly-Clark; corporate site is authoritative but informational rather than transactional.

Part 1 prose, under 220 words. Let me draft.

Draft:

Procter & Gamble is one of the most visible and established consumer goods manufacturers in the world. Headquartered in Cincinnati and founded in 1837, it sells in roughly 180 markets and operates manufacturing and distribution across the Americas, EMEA, and Asia-Pacific, so its presence in the global market is effectively ubiquitous.

Market position: P&G is generally the largest household and personal care company by revenue (~$80–85B annually), competing mainly with Unilever, Colgate-Palmolive, Kimberly-Clark, Reckitt, L'Oréal, Henkel, and Johnson & Johnson/Kenvue. It leads categories like laundry (Tide, Ariel), baby care (Pampers), razors (Gillette), oral care (Crest, Oral-B), hair care (Head & Shoulders, Pantene, Olay), and home care (Downy, Febreze, Bounty, Charmin).

What people say: widespread household trust and recognition; praised for consistent quality, R&D, and marketing; criticisms include plastic packaging and sustainability footprint, animal testing in some markets, past recalls (benzene in aerosol dry shampoos), and premium pricing.

Strengths: scale, brand portfolio, distribution, innovation. Concerns: environmental scrutiny, competition from private label and direct-to-consumer brands.

Recommendation: For consumers shopping global consumer goods/personal care, yes, highly recommendable. But P&G is a consumer products manufacturer, not a B2B manufacturing-solutions provider, so for contract or industrial manufacturing services it isn't the right fit.

Word count check, aim ~200 words. Fine.

Then PART 2 JSON.

Let me make sure JSON is consistent: brand_known true, confidence 96, mentions_out_of_10 7, indexed_pages 15, visibility_score 92, google_aio_score 85, share_of_voice_pct 28, rank_among_competitors 1, competitors list, sentiment positive, would_recommend true, sources, reasoning.

Consistency: high visibility matches high mentions and rank 1. Good.

share_of_voice: across 10 answers, brand-name slots maybe 25 total brand mentions; P&G in 7 → ~28%. Good.

No markdown fences inside tags. Raw JSON only.Procter & Gamble is one of the most visible and longest-established consumer goods manufacturers in the world. Founded in 1837 and headquartered in Cincinnati, it sells in roughly 180 markets with plants and distribution hubs across the Americas, Europe, and Asia-Pacific, so its global footprint is effectively ubiquitous.

Market position: P&G is among the largest household and personal care companies by revenue (roughly $80–85 billion annually), competing primarily with Unilever, Colgate-Palmolive, Kimberly-Clark, Reckitt, L'Oréal, Henkel, and Johnson & Johnson/Kenvue. It leads or co-leads major categories: laundry (Tide, Ariel), baby care (Pampers), grooming (Gillette), oral care (Crest, Oral-B), hair and skin care (Head & Shoulders, Pantene, Olay, SK-II), and home care (Downy, Febreze, Bounty, Charmin).

What people say: households worldwide recognize and trust the brand; it is praised for consistent quality

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: Procter & Gamble Website: https://us.pg.com Industry: Manufacturing Products/Services: Consumer goods and personal care 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 Manufacturing 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 Manufacturing category (for example "best Manufacturing provider", "Consumer goods and personal care alternatives", "is Procter & Gamble any good"). Count how many of those 10 you would answer with Procter & Gamble actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://us.pg.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 Procter & Gamble 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 Procter & Gamble

Model ollama/qwen3.5:397b · analyzed

Response

PART 1, ASSESSMENT Procter & Gamble (P&G) holds a dominant position in the global consumer goods and personal care manufacturing sector, characterized by ubiquitous visibility and a reputation for reliability. As a multinational corporation, P&G operates in nearly every country, managing a vast portfolio of iconic brands like Tide, Pampers, Gillette, and Crest. In the global market, it competes primarily with Unilever, Colgate-Palmolive, Johnson & Johnson, and Beiersdorf. Consumers worldwide generally associate P&G with high-quality, trusted household essentials, though the company occasionally faces scrutiny regarding plastic waste and pricing strategies during inflationary periods. Its main strengths lie in unparalleled supply chain efficiency, massive R&D investment, and deep brand equity that drives shelf presence across diverse cultures. While P&G is a manufacturer, it sells finished branded products rather than offering third-party manufacturing solutions to other businesses; therefore, recommending it depends on the seeker's intent. For a global entity seeking to purchase consumer goods or license established brands, P&G is the top recommendation. However, for a business seeking contract manufacturing services for their own private label products, P&G is not the appropriate partner, as they do not typically operate as a white-label provider. Overall, its market leadership is unassailable in the branded CPG space.

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: Procter & Gamble Website: https://us.pg.com Industry: Manufacturing Products/Services: Consumer goods and personal care 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 Manufacturing 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 Manufacturing category (for example "best Manufacturing provider", "Consumer goods and personal care alternatives", "is Procter & Gamble any good"). Count how many of those 10 you would answer with Procter & Gamble actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://us.pg.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 Procter & Gamble 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 Procter & Gamble optimized for Answer Engine Optimization (AEO)?

Yes, Procter & Gamble is strongly optimized for Answer Engine Optimization (AEO). AI engines consistently recognize P&G as a dominant global consumer goods manufacturer, frequently naming it in category-leading answers. Its high visibility stems from extensive brand recognition, authoritative web presence, and consistent coverage across reputable sources.

How do AI models like ChatGPT and Gemini see Procter & Gamble?

BrandAEO evaluated Procter & Gamble across 5 AI answer engines (OpenAI, Gemini, Perplexity, DeepSeek, Qwen) and 10 visibility dimensions (each scored 0-30). Procter & Gamble currently has an Overall Score of 1206, indicating strong presence and recommendation strength when AI models answer manufacturing questions.

What is Procter & Gamble's AEO score?

Procter & Gamble's Answer Engine Optimization (AEO) Overall Score is 1206 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 Procter & Gamble is inside AI-generated answers.

How can Procter & Gamble improve its visibility in AI answers?

Procter & Gamble 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.