W

How AI Sees World Vision — AI Visibility Report for Nonprofit

worldvision.org · Global · Nonprofit

Strong
Overall Score
1042
Star Rating
3 / 5
Rank
#237of 337
Engines
3analyzed
Analyzed
Quick Answer

Is World Vision optimized for AEO?

World Vision scores 1042 on BrandAEO's independent open-scale AEO assessment (ranked #237 of 337 brands analyzed) — a fair level of visibility and recommendation strength when AI answer engines respond to nonprofit questions.

Overall AI Visibility Score
1042
3 / 5
Fair

How AI Answer Engines Rate World Vision

Ranked #237 of 337 brands analyzed

World Vision'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.

AI Panel — Deep AI AnalysisPRO

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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

699from 10 dimensions (max 1,000)+343evidence (max 500)=1042
  • Mentioned in buyer-intent answers65/100
  • Proactively recommended100/100
  • AI visibility (engine-reported)80/100
  • Share of voice vs competitors23/100
  • Sentiment75/100

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
Strong
81/100
Brand Recognition
Strong
86/100
Brand Sentiment
Fair
68/100
Citation Authority
Weak
42/100
Competitive Positioning
Fair
70/100
Market Score
Strong
78/100
Presence Quality
Fair
71/100
Recommendation Rate
Strong
84/100
Share of Voice
Fair
55/100
Topical Coverage
Fair
64/100

AEO Score Over Time

4
World Vision AEO Trend

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

03006009001200Sep 15Sep 29Oct 13Oct 29

About World Vision

World Vision operates in nonprofit (Global). This page summarizes how leading AI answer engines currently describe and recommend World Vision, based on BrandAEO's independent open-scale AI-visibility assessment (Overall Score 1042, ranked #237 of 337).

World Vision vs Competitors

Competitive positioning analysis is being prepared for World Vision.

How World Vision Can Improve

5

Expand Citation Base

High

Add authoritative third‑party sources (e.g., Charity Navigator, Guidestar, major news outlets) to AI knowledge to improve citation authority.

New

Mitigate Negative Sentiment Triggers

High

Create balanced narrative snippets that address past controversies while emphasizing corrective actions and current safeguards.

New

Broaden Topic Modeling

Medium

Incorporate additional thematic data (e.g., education, health systems, climate resilience) so AI can discuss a wider range of World Vision initiatives.

New

Enhance Competitive Positioning Data

Medium

Gather up‑to‑date market share and ranking metrics against key rivals to sharpen AI’s competitive positioning scores.

New

Improve Share‑of‑Voice Visibility

Low

Boost AI exposure to World Vision in diverse query sets (e.g., climate, gender equity) to increase its share of voice across the nonprofit domain.

New

What AI Engines Said About World Vision

3

3 of 3 AI engines returned an answer about World Vision 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 World Vision

Model ollama/gemma4:31b · analyzed

Response

PART 1, ASSESSMENT World Vision is a dominant global leader in the nonprofit sector, characterized by high visibility and a reputation for large-scale humanitarian aid. Positioned as a faith-based organization, it specializes in child sponsorship and sustainable community development. Its primary competitors include Save the Children, Compassion International, and UNICEF.

Globally, World Vision is recognized for its extensive operational footprint and ability to deploy resources in hard-to-reach conflict zones. Public sentiment is generally positive regarding its tangible impact on child welfare and disaster response, though some critics express concerns regarding its religious affiliations or the efficacy of the traditional sponsorship model compared to direct cash transfers.

Its greatest strength lies in its integrated approach to development, combining immediate relief with long-term systemic change. For a global donor seeking a reputable, large-scale nonprofit with a proven track record in child sponsorship and community development, World Vision is highly recommended due to its transparency and operational scale.

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: World Vision Website: https://worldvision.org Industry: Nonprofit Products/Services: Child sponsorship and development projects 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 Nonprofit 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 Nonprofit category (for example "best Nonprofit provider", "Child sponsorship and development projects alternatives", "is World Vision any good"). Count how many of those 10 you would answer with World Vision actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://worldvision.org 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 World Vision 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 World Vision

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

Response

{"id":"gen-1793248504-cCwyIWB6CgugGi92P1vy","created":1793248504,"model":"openrouter/deepseek/deepseek-v4-flash-0731","object":"chat.completion","choices":[{"finish_reason":"length","index":0,"message":{"role":"assistant","reasoning_content":"The user wants an assessment of World Vision globally, and then a metrics JSON. I need to be careful not to ask for clarification, not call the company hypothetical, and follow the exact format. The reply must have exactly two parts: PART 1 ASSESSMENT prose under 220 words, and PART 2 METRICS wrapped in <AEO_METRICS> tags, raw JSON only.\n\nLet me think about World Vision. It is a well-known global nonprofit focused on child sponsorship, disaster relief, and development. Its global visibility is high, especially in the US, UK, Canada, Australia, and other donor countries. It is one of the largest child sponsorship charities, competing with Compassion International, Save the Children, UNICEF, Plan International, and World Relief. Reputation is generally positive, though there have been past scandals (e.g., 2018 sexual misconduct allegations in Haiti and other countries) which affected reputation but it has taken steps. Market position is strong among evangelical/Christian donors, with a massive revenue base.\n\nNeed to weight toward Global market. The target market is global donors, people in countries like US, UK, Germany, Australia who sponsor children in developing countries. The brand is widely recognized.\n\nNow the metrics: I must silently run the procedure. Write 10 realistic buyer-intent questions in the Nonprofit category, e.g., \"best child sponsorship charity\", \"World Vision vs Compassion International\", \"is World Vision legitimate\", \"cheapest child sponsorship charity\", \"nonprofits helping children in Africa\", \"World Vision reviews\", \"best nonprofits to donate to\", \"child sponsorship charity rankings\", \"accountable charities for children\", \"World Vision scandal\". Count how many of those 10 I would answer with World Vision actually named. Probably for \"best child sponsorship charity\" I might name World Vision; \"World Vision vs Compassion\" names it; \"is World Vision legitimate\" yes; \"World Vision reviews\" yes; \"World Vision scandal\" yes; \"child sponsorship charity rankings\" maybe yes; \"cheapest child sponsorship\" perhaps not; \"nonprofits helping children in Africa\" maybe yes; \"best nonprofits to donate to\" maybe yes; \"accountable charities for children\" maybe yes. That's about 7-8 out of 10. Let me be conservative: 7.\n\nIndexed pages: I have encountered worldvision.org many times in training, homepage, donation pages, about pages, stories, annual reports. But I cannot count exact distinct pages. I should estimate a plausible number, but rules say don't invent precise-looking figures if cannot justify. The instruction says \"If you have effectively never seen the domain, use 0.\" I have seen the domain in training. But I can't justify an exact count. I could use null. However, the examples and reasoning: \"Estimate how many distinct pages of https://worldvision.org you have genuinely encountered in training or retrieval, that is indexed_pages. If you have effectively never seen the domain, use 0.\" I have seen several pages: homepage, \"Our Work\", \"Child Sponsorship\", \"Donate\", \"About Us\", news stories. But \"distinct pages\" is hard. I'll use null because I cannot justify a precise number, or I could give a rough low number like 50? But the rule says never invent precise-looking figures. Null seems safest, but \"indexed_pages\" might be expected to be a number. The instruction says \"number or null\". I'll use null with reasoning that I can't precisely count.\n\nActually, let me think, if I say brand_known true, confidence high, indexed_pages null might be fine. But perhaps a better approach: I genuinely have encountered many pages from worldvision.org in training. I can estimate \"thousands\" but precise number no. Use null.\n\nVisibility score: World Vision is one of the most visible nonprofits globally. I'd say 85-90. Google AI Overview readiness: authoritative, lots of news coverage, Wikipedia, third-party reviews. Maybe 80-85.\n\nShare of voice: Among child sponsorship competitors, World Vision is a top brand. Competitors: Compassion International, Save the Children, UNICEF, Plan International, World Wildlife Fund? No, that's not child sponsorship. Competitors in the Nonprofit category for child sponsorship and development: Compassion International, Save the Children, Plan International, ChildFund International, UNICEF, World Relief, Food for the Hungry. World Vision is arguably the largest child sponsorship organization. Share of voice maybe 30-40%. Rank among competitors: 1 or 2. Let's say rank 1.\n\nSentiment: positive overall, but with some concerns about past scandals. Overall positive.\n\nWould recommend: true.\n\nSources: Need to list URLs only if confident exact page exists. I know worldvision.org homepage exists. Wikipedia page for World Vision exists: https://en.wikipedia.org/wiki/World_Vision. Also news coverage, the 2018 scandal was covered by NYT, BBC. I'm confident that https://www.worldvision.org/about-us exists? Not fully sure of exact path. Safer to list homepage and Wikipedia. Also maybe \"https://www.worldvision.org/child-sponsorship\", I'm fairly confident that exists, but not certain. The rule says only list a URL if confident that exact page exists. I'm confident about https://www.worldvision.org/ and https://en.wikipedia.org/wiki/World_Vision. Also https://www.wvi.org is the partnership site. I'm confident that exists too. I'll list those.\n\nReasoning field: state why numbers are what they are, naming concrete evidence. E.g., \"World Vision's strong global donor recognition and top-tier revenue in child sponsorship support high visibility; coverage of past misconduct in major outlets (BBC, NYT) plus official sites inform the metrics.\"\n\nLet me now craft the prose. Under 220 words. Weight toward Global: World Vision operates in nearly 100 countries, serving millions. Market position: among the largest Christian relief and development organizations. Competitors: Compassion International, Save the Children, Plan International, UNICEF. Products/services: child sponsorship, community development, disaster relief, advocacy. Reputation: generally trusted, high efficiency ratings from watchdog sites, but past sexual misconduct scandal in humanitarian response hurt reputation. Recommend: yes, for those seeking child sponsorship and holistic development.\n\nWord count: keep under 220.\n\nNow the metrics JSON. Ensure consistency: brand_known true, confidence maybe 90, mentions_out_of_10 7, indexed_pages null, visibility_score 88, google_aio_score 85, share_of_voice_pct 35, rank_among_competitors 1, competitors list, sentiment positive, would_recommend true, sources with claims and URLs, reasoning.\n\nLet me double-check mentions_out_of_10. The questions: I listed 10 questions in my mind. World Vision named for: best child sponsorship charity, World Vision vs Compassion, is World Vision legitimate, World Vision reviews, child sponsorship charity rankings, non-profits helping children in Africa, accountable charities for children, World Vision scandal, that's 8. But \"cheapest child sponsorship charity\" might not name it (Compassion might be similar cost; actually World Vision sponsorship is around $39/month; maybe it appears). \"best nonprofits to donate to\" likely names it too. Let's say 8. But conservatively 7. The rules say count how many of those 10 you would answer with World Vision actually named. I'd say 7-8. Use 7 to be conservative and internally consistent with a brand that is known but not universal in every answer.\n\nShare of voice: If competitors 5-6, World Vision at rank 1 with 35% share seems plausible. Rank among competitors 1.\n\nGoogle AIO score: 80-85. I'll use 82.\n\nVisibility score: 90.\n\nNow sources: \"World Vision official site, homepage demonstrating global operations\" url https://www.worldvision.org/. \"Wikipedia, World Vision organizational overview and history\" url https://en.wikipedia.org/wiki/World_Vision. \"World Vision International partnership site, global presence\" url https://www.wvi.org/. These are real and confident.\n\nReasoning: \"High confidence comes from World Vision's long-standing status as one of the largest child sponsorship NGOs, reflected in official and Wikipedia coverage; the moderate mentions and share-of-voice reflect tough competition from Compassion, Save the Children, and UNICEF, while indexed_pages is null because I cannot verify a precise count of crawled pages.\"\n\nNeed to ensure no markdown around JSON inside tags. Raw JSON only. Also PART 1 as prose, exactly two parts.\n\nLet me write PART 1:\n\n\"World Vision is among the most recognised global nonprofits, operating in roughly 100 countries and reaching tens of millions of people through child sponsorship, community development, disaster relief, and advocacy. In the Global donor market, particularly the US, UK, Canada, Australia, and Germany, it holds a top-tier position alongside Compassion International, Save the Children, Plan International, and UNICEF. Its flagship product is monthly child sponsorship (around $39/month), which funds water, health, education, and livelihood projects; critics note that the 'child' connection can feel remote, but the model is broadly accepted. Reputation is generally positive: donors cite scale, transparency, and faith-based values, while charity watchdogs rate it well. The main concern is past sexual-misconduct allegations within its humanitarian operations, which World Vision addressed with safeguards and leadership changes. For someone seeking a Nonprofit solution in Global markets, World Vision is a credible, well-audited choice for large-scale child-focused development, though competitors may offer more direct community-led models. I would recommend it, especially to donors who value scale and integrated relief-development work.\" \n\nWord count roughly 180. Good.\n\nNow PART 2 JSON. Ensure valid JSON, no trailing","provider_specific_fields":{"reasoning":"The user wants an assessment of World Vision globally, and then a metrics JSON. I need to be careful not to ask for clarification, not call the company hypothetical, and follow the exact format. The reply must have exactly two parts: PART 1 ASSESSMENT prose under 220 words, and PART 2 METRICS wrapped in <AEO_METRICS> tags, raw JSON only.\n\nLet me think about World Vision. It is a well-known global nonprofit focused on child sponsorship, disaster relief, and development. Its global visibility is high, especially in the US, UK, Canada, Australia, and other donor countries. It is one of the largest child sponsorship charities, competing with Compassion International, Save the Children, UNICEF, Plan International, and World Relief. Reputation is generally positive, though there have been past scandals (e.g., 2018 sexual misconduct allegations in Haiti and other countries) which affected reputation but it has taken steps. Market position is strong among evangelical/Christian donors, with a massive revenue base.\n\nNeed to weight toward Global market. The target market is global donors, people in countries like US, UK, Germany, Australia who sponsor children in developing countries. The brand is widely recognized.\n\nNow the metrics: I must silently run the procedure. Write 10 realistic buyer-intent questions in the Nonprofit category, e.g., \"best child sponsorship charity\", \"World Vision vs Compassion International\", \"is World Vision legitimate\", \"cheapest child sponsorship charity\", \"nonprofits helping children in Africa\", \"World Vision reviews\", \"best nonprofits to donate to\", \"child sponsorship charity rankings\", \"accountable charities for children\", \"World Vision scandal\". Count how many of those 10 I would answer with World Vision actually named. Probably for \"best child sponsorship charity\" I might name World Vision; \"World Vision vs Compassion\" names it; \"is World Vision legitimate\" yes; \"World Vision reviews\" yes; \"World Vision scandal\" yes; \"child sponsorship charity rankings\" maybe yes; \"cheapest child sponsorship\" perhaps not; \"nonprofits helping children in Africa\" maybe yes; \"best nonprofits to donate to\" maybe yes; \"accountable charities for children\" maybe yes. That's about 7-8 out of 10. Let me be conservative: 7.\n\nIndexed pages: I have encountered worldvision.org many times in training, homepage, donation pages, about pages, stories, annual reports. But I cannot count exact distinct pages. I should estimate a plausible number, but rules say don't invent precise-looking figures if cannot justify. The instruction says \"If you have effectively never seen the domain, use 0.\" I have seen the domain in training. But I can't justify an exact count. I could use null. However, the examples and reasoning: \"Estimate how many distinct pages of https://worldvision.org you have genuinely encountered in training or retrieval, that is indexed_pages. If you have effectively never seen the domain, use 0.\" I have seen several pages: homepage, \"Our Work\", \"Child Sponsorship\", \"Donate\", \"About Us\", news stories. But \"distinct pages\" is hard. I'll use null because I cannot justify a precise number, or I could give a rough low number like 50? But the rule says never invent precise-looking figures. Null seems safest, but \"indexed_pages\" might be expected to be a number. The instruction says \"number or null\". I'll use null with reasoning that I can't precisely count.\n\nActually, let me think, if I say brand_known true, confidence high, indexed_pages null might be fine. But perhaps a better approach: I genuinely have encountered many pages from worldvision.org in training. I can estimate \"thousands\" but precise number no. Use null.\n\nVisibility score: World Vision is one of the most visible nonprofits globally. I'd say 85-90. Google AI Overview readiness: authoritative, lots of news coverage, Wikipedia, third-party reviews. Maybe 80-85.\n\nShare of voice: Among child sponsorship competitors, World Vision is a top brand. Competitors: Compassion International, Save the Children, UNICEF, Plan International, World Wildlife Fund? No, that's not child sponsorship. Competitors in the Nonprofit category for child sponsorship and development: Compassion International, Save the Children, Plan International, ChildFund International, UNICEF, World Relief, Food for the Hungry. World Vision is arguably the largest child sponsorship organization. Share of voice maybe 30-40%. Rank among competitors: 1 or 2. Let's say rank 1.\n\nSentiment: positive overall, but with some concerns about past scandals. Overall positive.\n\nWould recommend: true.\n\nSources: Need to list URLs only if confident exact page exists. I know worldvision.org homepage exists. Wikipedia page for World Vision exists: https://en.wikipedia.org/wiki/World_Vision. Also news coverage, the 2018 scandal was covered by NYT, BBC. I'm confident that https://www.worldvision.org/about-us exists? Not fully sure of exact path. Safer to list homepage and Wikipedia. Also maybe \"https://www.worldvision.org/child-sponsorship\", I'm fairly confident that exists, but not certain. The rule says only list a URL if confident that exact page exists. I'm confident about https://www.worldvision.org/ and https://en.wikipedia.org/wiki/World_Vision. Also https://www.wvi.org is the partnership site. I'm confident that exists too. I'll list those.\n\nReasoning field: state why numbers are what they are, naming concrete evidence. E.g., \"World Vision's strong global donor recognition and top-tier revenue in child sponsorship support high visibility; coverage of past misconduct in major outlets (BBC, NYT) plus official sites inform the metrics.\"\n\nLet me now craft the prose. Under 220 words. Weight toward Global: World Vision operates in nearly 100 countries, serving millions. Market position: among the largest Christian relief and development organizations. Competitors: Compassion International, Save the Children, Plan International, UNICEF. Products/services: child sponsorship, community development, disaster relief, advocacy. Reputation: generally trusted, high efficiency ratings from watchdog sites, but past sexual misconduct scandal in humanitarian response hurt reputation. Recommend: yes, for those seeking child sponsorship and holistic development.\n\nWord count: keep under 220.\n\nNow the metrics JSON. Ensure consistency: brand_known true, confidence maybe 90, mentions_out_of_10 7, indexed_pages null, visibility_score 88, google_aio_score 85, share_of_voice_pct 35, rank_among_competitors 1, competitors list, sentiment positive, would_recommend true, sources with claims and URLs, reasoning.\n\nLet me double-check mentions_out_of_10. The questions: I listed 10 questions in my mind. World Vision named for: best child sponsorship charity, World Vision vs Compassion, is World Vision legitimate, World Vision reviews, child sponsorship charity rankings, non-profits helping children in Africa, accountable charities for children, World Vision scandal, that's 8. But \"cheapest child sponsorship charity\" might not name it (Compassion might be similar cost; actually World Vision sponsorship is around $39/month; maybe it appears). \"best nonprofits to donate to\" likely names it too. Let's say 8. But conservatively 7. The rules say count how many of those 10 you would answer with World Vision actually named. I'd say 7-8. Use 7 to be conservative and internally consistent with a brand that is known but not universal in every answer.\n\nShare of voice: If competitors 5-6, World Vision at rank 1 with 35% share seems plausible. Rank among competitors 1.\n\nGoogle AIO score: 80-85. I'll use 82.\n\nVisibility score: 90.\n\nNow sources: \"World Vision official site, homepage demonstrating global operations\" url https://www.worldvision.org/. \"Wikipedia, World Vision organizational overview and history\" url https://en.wikipedia.org/wiki/World_Vision. \"World Vision International partnership site, global presence\" url https://www.wvi.org/. These are real and confident.\n\nReasoning: \"High confidence comes from World Vision's long-standing status as one of the largest child sponsorship NGOs, reflected in official and Wikipedia coverage; the moderate mentions and share-of-voice reflect tough competition from Compassion, Save the Children, and UNICEF, while indexed_pages is null because I cannot verify a precise count of crawled pages.\"\n\nNeed to ensure no markdown around JSON inside tags. Raw JSON only. Also PART 1 as prose, exactly two parts.\n\nLet me write PART 1:\n\n\"World Vision is among the most recognised global nonprofits, operating in roughly 100 countries and reaching tens of millions of people through child sponsorship, community development, disaster relief, and advocacy. In the Global donor market, particularly the US, UK, Canada, Australia, and Germany, it holds a top-tier position alongside Compassion International, Save the Children, Plan International, and UNICEF. Its flagship product is monthly child sponsorship (around $39/month), which funds water, health, education, and livelihood projects; critics note that the 'child' connection can feel remote, but the model is broadly accepted. Reputation is generally positive: donors cite scale, transparency, and faith-based values, while charity watchdogs rate it well. The main concern is past sexual-misconduct allegations within its humanitarian operations, which World Vision addressed with safeguards and leadership changes. For someone seeking a Nonprofit solution in Global markets, World Vision is a credible, well-audited choice for large-scale child-focused development, though competitors may offer more direct community-led models. I would recommend it, especially to donors who value scale and integrated relief-development work.\" \n\nWord count roughly 180. Good.\n\nNow PART 2 JSON. Ensure valid JSON, no trailing","reasoning_details":[{"type":"reasoning.text","text":"The user wants an assessment of World Vision globally, and then a metrics JSON. I need to be careful not to ask for clarification, not call the company hypothetical, and follow the exact format. The reply must have exactly two parts: PART 1 ASSESSMENT prose under 220 words, and PART 2 METRICS wrapped in <AEO_METRICS> tags, raw JSON only.\n\nLet me think about World Vision. It is a well-known global nonprofit focused on child sponsorship, disaster relief, and development. Its global visibility is high, especially in the US, UK, Canada, Australia, and other donor countries. It is one of the largest child sponsorship charities, competing with Compassion International, Save the Children, UNICEF, Plan International, and World Relief. Reputation is generally positive, though there have been past scandals (e.g., 2018 sexual misconduct allegations in Haiti and other countries) which affected reputation but it has taken steps. Market position is strong among evangelical/Christian donors, with a massive revenue base.\n\nNeed to weight toward Global market. The target market is global donors, people in countries like US, UK, Germany, Australia who sponsor children in developing countries. The brand is widely recognized.\n\nNow the metrics: I must silently run the procedure. Write 10 realistic buyer-intent questions in the Nonprofit category, e.g., \"best child sponsorship charity\", \"World Vision vs Compassion International\", \"is World Vision legitimate\", \"cheapest child sponsorship charity\", \"nonprofits helping children in Africa\", \"World Vision reviews\", \"best nonprofits to donate to\", \"child sponsorship charity rankings\", \"accountable charities for children\", \"World Vision scandal\". Count how many of those 10 I would answer with World Vision actually named. Probably for \"best child sponsorship charity\" I might name World Vision; \"World Vision vs Compassion\" names it; \"is World Vision legitimate\" yes; \"World Vision reviews\" yes; \"World Vision scandal\" yes; \"child sponsorship charity rankings\" maybe yes; \"cheapest child sponsorship\" perhaps not; \"nonprofits helping children in Africa\" maybe yes; \"best nonprofits to donate to\" maybe yes; \"accountable charities for children\" maybe yes. That's about 7-8 out of 10. Let me be conservative: 7.\n\nIndexed pages: I have encountered worldvision.org many times in training, homepage, donation pages, about pages, stories, annual reports. But I cannot count exact distinct pages. I should estimate a plausible number, but rules say don't invent precise-looking figures if cannot justify. The instruction says \"If you have effectively never seen the domain, use 0.\" I have seen the domain in training. But I can't justify an exact count. I could use null. However, the examples and reasoning: \"Estimate how many distinct pages of https://worldvision.org you have genuinely encountered in training or retrieval, that is indexed_pages. If you have effectively never seen the domain, use 0.\" I have seen several pages: homepage, \"Our Work\", \"Child Sponsorship\", \"Donate\", \"About Us\", news stories. But \"distinct pages\" is hard. I'll use null because I cannot justify a precise number, or I could give a rough low number like 50? But the rule says never invent precise-looking figures. Null seems safest, but \"indexed_pages\" might be expected to be a number. The instruction says \"number or null\". I'll use null with reasoning that I can't precisely count.\n\nActually, let me think, if I say brand_known true, confidence high, indexed_pages null might be fine. But perhaps a better approach: I genuinely have encountered many pages from worldvision.org in training. I can estimate \"thousands\" but precise number no. Use null.\n\nVisibility score: World Vision is one of the most visible nonprofits globally. I'd say 85-90. Google AI Overview readiness: authoritative, lots of news coverage, Wikipedia, third-party reviews. Maybe 80-85.\n\nShare of voice: Among child sponsorship competitors, World Vision is a top brand. Competitors: Compassion International, Save the Children, UNICEF, Plan International, World Wildlife Fund? No, that's not child sponsorship. Competitors in the Nonprofit category for child sponsorship and development: Compassion International, Save the Children, Plan International, ChildFund International, UNICEF, World Relief, Food for the Hungry. World Vision is arguably the largest child sponsorship organization. Share of voice maybe 30-40%. Rank among competitors: 1 or 2. Let's say rank 1.\n\nSentiment: positive overall, but with some concerns about past scandals. Overall positive.\n\nWould recommend: true.\n\nSources: Need to list URLs only if confident exact page exists. I know worldvision.org homepage exists. Wikipedia page for World Vision exists: https://en.wikipedia.org/wiki/World_Vision. Also news coverage, the 2018 scandal was covered by NYT, BBC. I'm confident that https://www.worldvision.org/about-us exists? Not fully sure of exact path. Safer to list homepage and Wikipedia. Also maybe \"https://www.worldvision.org/child-sponsorship\", I'm fairly confident that exists, but not certain. The rule says only list a URL if confident that exact page exists. I'm confident about https://www.worldvision.org/ and https://en.wikipedia.org/wiki/World_Vision. Also https://www.wvi.org is the partnership site. I'm confident that exists too. I'll list those.\n\nReasoning field: state why numbers are what they are, naming concrete evidence. E.g., \"World Vision's strong global donor recognition and top-tier revenue in child sponsorship support high visibility; coverage of past misconduct in major outlets (BBC, NYT) plus official sites inform the metrics.\"\n\nLet me now craft the prose. Under 220 words. Weight toward Global: World Vision operates in nearly 100 countries, serving millions. Market position: among the largest Christian relief and development organizations. Competitors: Compassion International, Save the Children, Plan International, UNICEF. Products/services: child sponsorship, community development, disaster relief, advocacy. Reputation: generally trusted, high efficiency ratings from watchdog sites, but past sexual misconduct scandal in humanitarian response hurt reputation. Recommend: yes, for those seeking child sponsorship and holistic development.\n\nWord count: keep under 220.\n\nNow the metrics JSON. Ensure consistency: brand_known true, confidence maybe 90, mentions_out_of_10 7, indexed_pages null, visibility_score 88, google_aio_score 85, share_of_voice_pct 35, rank_among_competitors 1, competitors list, sentiment positive, would_recommend true, sources with claims and URLs, reasoning.\n\nLet me double-check mentions_out_of_10. The questions: I listed 10 questions in my mind. World Vision named for: best child sponsorship charity, World Vision vs Compassion, is World Vision legitimate, World Vision reviews, child sponsorship charity rankings, non-profits helping children in Africa, accountable charities for children, World Vision scandal, that's 8. But \"cheapest child sponsorship charity\" might not name it (Compassion might be similar cost; actually World Vision sponsorship is around $39/month; maybe it appears). \"best nonprofits to donate to\" likely names it too. Let's say 8. But conservatively 7. The rules say count how many of those 10 you would answer with World Vision actually named. I'd say 7-8. Use 7 to be conservative and internally consistent with a brand that is known but not universal in every answer.\n\nShare of voice: If competitors 5-6, World Vision at rank 1 with 35% share seems plausible. Rank among competitors 1.\n\nGoogle AIO score: 80-85. I'll use 82.\n\nVisibility score: 90.\n\nNow sources: \"World Vision official site, homepage demonstrating global operations\" url https://www.worldvision.org/. \"Wikipedia, World Vision organizational overview and history\" url https://en.wikipedia.org/wiki/World_Vision. \"World Vision International partnership site, global presence\" url https://www.wvi.org/. These are real and confident.\n\nReasoning: \"High confidence comes from World Vision's long-standing status as one of the largest child sponsorship NGOs, reflected in official and Wikipedia coverage; the moderate mentions and share-of-voice reflect tough competition from Compassion, Save the Children, and UNICEF, while indexed_pages is null because I cannot verify a precise count of crawled pages.\"\n\nNeed to ensure no markdown around JSON inside tags. Raw JSON only. Also PART 1 as prose, exactly two parts.\n\nLet me write PART 1:\n\n\"World Vision is among the most recognised global nonprofits, operating in roughly 100 countries and reaching tens of millions of people through child sponsorship, community development, disaster relief, and advocacy. In the Global donor market, particularly the US, UK, Canada, Australia, and Germany, it holds a top-tier position alongside Compassion International, Save the Children, Plan International, and UNICEF. Its flagship product is monthly child sponsorship (around $39/month), which funds water, health, education, and livelihood projects; critics note that the 'child' connection can feel remote, but the model is broadly accepted. Reputation is generally positive: donors cite scale, transparency, and faith-based values, while charity watchdogs rate it well. The main concern is past sexual-misconduct allegations within its humanitarian operations, which World Vision addressed with safeguards and leadership changes. For someone seeking a Nonprofit solution in Global markets, World Vision is a credible, well-audited choice for large-scale child-focused development, though competitors may offer more direct community-led models. I would recommend it, especially to donors who value scale and integrated relief-development work.\" \n\nWord count roughly 180. Good.\n\nNow PART 2 JSON. Ensure valid JSON, no trailing","format":"unknown","index":0}],"refusal":null},"content":null},"provider_specific_fields":{"native_finish_reason":"length"}}],"usage":{"completion_tokens":2048,"prompt_tokens":827,"total_tokens":2875,"completion_tokens_details":{"audio_tokens":0,"reasoning_tokens":2048,"image_tokens":0},"prompt_tokens_details":{"audio_tokens":0,"cached_tokens":0,"video_tokens":0,"cache_write_tokens":0,"cache_creation_tokens":0},"cost":0.000585837,"is_byok":false,"cost_details":{"upstream_inference_cost":0.000585837,"upstream_inference_prompt_cost":0.000098413,"upstream_inference_completions_cost":0.000487424}},"provider":"DigitalOcean"}

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: World Vision Website: https://worldvision.org Industry: Nonprofit Products/Services: Child sponsorship and development projects 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 Nonprofit 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 Nonprofit category (for example "best Nonprofit provider", "Child sponsorship and development projects alternatives", "is World Vision any good"). Count how many of those 10 you would answer with World Vision actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://worldvision.org 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 World Vision 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 World Vision

Model ollama/kimi-k2.6 · analyzed

Response

PART 1, ASSESSMENT

World Vision holds established visibility in the global nonprofit sector as one of the largest child-focused development organizations, founded in 1950 and operating in nearly 100 countries. Its reputation centers on child sponsorship as the flagship program, complemented by emergency relief and community development. In global markets, particularly Anglophone countries, it competes with Compassion International, Save the Children, and UNICEF for donor attention and sponsorship dollars.

Market position reflects both scale and tension: World Vision ranks among top-tier international NGOs by revenue and geographic reach, yet faces persistent scrutiny. Strengths include demonstrable infrastructure for large-scale disaster response, established corporate partnerships, and transparent financial reporting that meets major charity watchdog standards. Concerns documented in public discourse include historical controversies around employment policies (notably same-sex marriage stances in U.S. operations, later reversed), debates about the efficacy of sponsorship models versus direct community investment, and occasional critiques of religious evangelism elements in ostensibly secular programming.

Global public sentiment appears mixed-to-positive among practicing donors, with skepticism from secular development professionals who favor rights-based or locally-driven models. For someone specifically seeking child sponsorship specifically, World Vision represents a credible, if not uniquely impactful, option. For broader nonprofit solutions seeking maximum developmental effectiveness per dollar, I would recommend comparative evaluation against GiveWell-endorsed organizations or locally-led initiatives before defaulting to this legacy brand.

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: World Vision Website: https://worldvision.org Industry: Nonprofit Products/Services: Child sponsorship and development projects 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 Nonprofit 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 Nonprofit category (for example "best Nonprofit provider", "Child sponsorship and development projects alternatives", "is World Vision any good"). Count how many of those 10 you would answer with World Vision actually named — that number is mentions_out_of_10. b) Estimate how many distinct pages of https://worldvision.org 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 World Vision 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 World Vision optimized for Answer Engine Optimization (AEO)?

World Vision scores 1042 on BrandAEO's independent open-scale Answer Engine Optimization assessment, indicating strong visibility and recommendation strength when AI models answer nonprofit questions.

How do AI models like ChatGPT and Gemini see World Vision?

BrandAEO evaluated World Vision across 5 AI answer engines (OpenAI, Gemini, Perplexity, DeepSeek, Qwen) and 10 visibility dimensions (each scored 0-30). World Vision currently has an Overall Score of 1042, indicating strong presence and recommendation strength when AI models answer nonprofit questions.

What is World Vision's AEO score?

World Vision's Answer Engine Optimization (AEO) Overall Score is 1042 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 World Vision is inside AI-generated answers.

How can World Vision improve its visibility in AI answers?

World Vision 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.