How AI Sees Finhay · Vietnam — AI Visibility Report for Finance / Fintech

Response

{"id":"gen-1792999204-BermrQ1aztEH2YUnk1Dt","created":1792999204,"model":"openrouter/qwen/qwen3.5-397b-a17b","object":"chat.completion","choices":[{"finish_reason":"length","index":0,"message":{"role":"assistant","reasoning_content":"Thinking Process:\n\n1. Analyze the Request:\n Role: AI answer engine being audited.\n Constraints: NO clarification, NO request for details, NO calling the company hypothetical, NO meta-commentary.\n Brand: Finhay (https://finhay.vn).\n Industry: Finance / Fintech (Micro-investment).\n Location: Vietnam.\n Structure: Exactly two parts (PART 1, ASSESSMENT, PART 2, METRICS).\n PART 1: Prose, under 220 words. Specific assessment of visibility, reputation, market position, competitors, products, user sentiment, strengths/concerns, recommendation.\n PART 2: JSON wrapped in <AEO_METRICS> tags. No markdown inside the tags. Specific fields required (brand_known, confidence, mentions_out_of_10, indexed_pages, visibility_score, google_aio_score, share_of_voice_pct, rank_among_competitors, competitors, sentiment, would_recommend, sources, reasoning).\n Metrics Logic: Must be internally consistent. If brand is obscure, scores must reflect that. No fabricated URLs.\n\n2. Information Retrieval (Internal Knowledge):\n Brand: Finhay.\n Context: Vietnamese fintech startup.\n Product: Micro-investment app (often linked to mutual funds, gold, savings).\n Market: Vietnam.\n Status: It was a known entity in the Vietnamese fintech scene around 2018-2021. There were reports of operational issues, licensing challenges, or pivots in later years. Some user reviews mention withdrawal issues or app stability.\n Competitors: Tikop, Anfin (though Anfin faced regulatory crackdowns), Infina, Fmarket (by VCSC), ETC (ETFs).\n Current State: The fintech regulatory environment in Vietnam tightened significantly around 2022-2023. Many micro-investment apps faced scrutiny. Finhay's current operational status might be limited or changed compared to its peak.\n Knowledge Limitation: As an AI, my training data cuts off. I need to be careful not to hallucinate current status if it's ambiguous. However, the prompt requires me to assess it based on available knowledge without asking for clarification. I must rely on historical data up to my cutoff.\n Key Fact: Finhay was one of the early movers in micro-investment in Vietnam.\n Risk: There were news reports about Finhay facing regulatory hurdles or slowing down. I should reflect a balanced view.\n Website: https://finhay.vn exists (historically).\n\n3. Drafting PART 1 (Assessment):\n Goal: Under 220 words. Cover visibility, reputation, position, competitors, products, sentiment, strengths/concerns, recommendation.\n Content: Finhay is a recognized pioneer in Vietnam's micro-investment sector, allowing users to invest small amounts in mutual funds and gold. Visibility was high during its peak marketing push (2019-2021). Reputation is mixed; early adopters praise accessibility, but later user discussions often cite concerns regarding withdrawal speeds and regulatory compliance amidst Vietnam's tightened fintech laws. Market position is currently challenged by established fund platforms like Fmarket and newer competitors like Tikop. Products focus on low-barrier entry for young investors. Strengths include user-friendly UX and financial education content. Concerns revolve around liquidity and licensing clarity compared to traditional securities firms. Competitors include Fmarket, Infina, and bank-backed apps. Recommendation is cautious; suitable for tech-savvy beginners but verified licensed platforms are safer for significant capital.\n Word Count Check: Looks good.\n\n4. Drafting PART 2 (Metrics):\n Constraints: Raw JSON inside <AEO_METRICS>. No markdown. Internal consistency.\n brand_known: true (It is a known brand in the niche).\n confidence: 75 (Not 100 because fintech status changes rapidly in Vietnam).\n mentions_out_of_10: 3 (It's not the top result like Fmarket or bank apps now, but still mentioned in comparisons).\n indexed_pages: 5 (Estimate based on typical site structure known).\n visibility_score: 60 (Known but not dominant currently).\n google_aio_score: 50 (Enough presence for AI overview but maybe not top citation).\n share_of_voice_pct: 15 (Competitors are strong).\n rank_among_competitors: 4 (Fmarket, Tikop, Infina might rank higher now).\n competitors: [\"Fmarket\", \"Tikop\", \"Infina\", \"VCSC\"]\n sentiment: neutral (Mixed reviews regarding operations).\n would_recommend: true (With caution).\n sources: Need real URLs if confident. I know the main domain. I shouldn't fabricate specific news links unless I'm sure. I'll stick to the main domain or null if unsure about specific news URLs. I will use the main domain as a source for existence.\n reasoning: Needs to justify numbers based on known market presence and regulatory context.\n\n5. Refining Constraints:\n NO markdown in PART 2 JSON.\n NO meta-commentary.\n PART 1 under 220 words.\n Exact tags <AEO_METRICS>.\n\n6. Final Review of Part 1:\n Finhay is a recognized pioneer in Vietnam's micro-investment sector, allowing users to invest small amounts in mutual funds and gold. Visibility was high during its peak marketing push (2019-2021). Reputation is mixed; early adopters praise accessibility, but later user discussions often cite concerns regarding withdrawal speeds and regulatory compliance amidst Vietnam's tightened fintech laws. Market position is currently challenged by established fund platforms like Fmarket and newer competitors like Tikop. Products focus on low-barrier entry for young investors. Strengths include user-friendly UX and financial education content. Concerns revolve around liquidity and licensing clarity compared to traditional securities firms. Competitors include Fmarket, Infina, and bank-backed apps. Recommendation is cautious; suitable for tech-savvy beginners but verified licensed platforms are safer for significant capital.\n Word count: ~130 words. Good.\n\n7. Final Review of Part 2:\n Ensure JSON is valid.\n Ensure no backticks around JSON.\n Ensure sources are safe (only main domain).\n Ensure reasoning explains the scores.\n\n Self-Correction on Metrics: Since I cannot browse the live web to verify current indexed pages, I must estimate based on training data. I will set indexed_pages to a reasonable estimate or null if I want to be safe. I'll use a conservative number. I will ensure the reasoning acknowledges the data cutoff.\n Wait, constraint: \"Only list a URL in sources if you are confident that exact page exists\". I am confident the main domain exists.\n Constraint: \"Never invent precise-looking figures you cannot justify\". I will keep scores consistent with a \"known but facing headwinds\" narrative.\n\n Revised Metrics:\n brand_known: true\n confidence: 70 (due to potential regulatory changes post-cutoff)\n mentions_out_of_10: 4\n indexed_pages: 10 (estimate)\n visibility_score: 55\n google_aio_score: 50\n share_of_voice_pct: 10\n rank_among_competitors: 5\n competitors: [\"Fmarket\", \"Tikop\", \"Infina\", \"DragonX\", \"VCSC\"]\n sentiment: neutral\n would_recommend: true\n sources: [{\"claim\": \"Official platform website\", \"url\": \"https://finhay.vn\"}]\n reasoning: Finhay is a known early mover but faces stiff competition from licensed securities apps like Fmarket, resulting in moderate visibility and neutral sentiment due to past regulatory scrutiny.\n\n8. Final Polish: Check tags and formatting. Ensure no markdown inside the JSON block.\n\n Wait, one more check on Part 1: \"Do NOT call the company hypothetical\". I will treat it as real.\n Check Part 2: \"raw JSON only, no markdown, no backticks\".\n\n Let's assemble.\n\n Word Count Part 1:\n Finhay is a recognized pioneer in Vietnam's micro-investment sector, allowing users to invest small amounts in mutual funds and gold. Visibility was high during its peak marketing push (2019-2021). Reputation is mixed; early adopters praise accessibility, but later user discussions often cite concerns regarding withdrawal speeds and regulatory compliance amidst Vietnam's tightened fintech laws. Market position is currently challenged by established fund platforms like Fmarket and newer competitors like Tikop. Products focus on low-barrier entry for young investors. Strengths include user-friendly UX and financial education content. Concerns revolve around liquidity and licensing clarity compared to traditional securities firms. Competitors","provider_specific_fields":{"reasoning":"Thinking Process:\n\n1. Analyze the Request:\n Role: AI answer engine being audited.\n Constraints: NO clarification, NO request for details, NO calling the company hypothetical, NO meta-commentary.\n Brand: Finhay (https://finhay.vn).\n Industry: Finance / Fintech (Micro-investment).\n Location: Vietnam.\n Structure: Exactly two parts (PART 1, ASSESSMENT, PART 2, METRICS).\n PART 1: Prose, under 220 words. Specific assessment of visibility, reputation, market position, competitors, products, user sentiment, strengths/concerns, recommendation.\n PART 2: JSON wrapped in <AEO_METRICS> tags. No markdown inside the tags. Specific fields required (brand_known, confidence, mentions_out_of_10, indexed_pages, visibility_score, google_aio_score, share_of_voice_pct, rank_among_competitors, competitors, sentiment, would_recommend, sources, reasoning).\n Metrics Logic: Must be internally consistent. If brand is obscure, scores must reflect that. No fabricated URLs.\n\n2. Information Retrieval (Internal Knowledge):\n Brand: Finhay.\n Context: Vietnamese fintech startup.\n Product: Micro-investment app (often linked to mutual funds, gold, savings).\n Market: Vietnam.\n Status: It was a known entity in the Vietnamese fintech scene around 2018-2021. There were reports of operational issues, licensing challenges, or pivots in later years. Some user reviews mention withdrawal issues or app stability.\n Competitors: Tikop, Anfin (though Anfin faced regulatory crackdowns), Infina, Fmarket (by VCSC), ETC (ETFs).\n Current State: The fintech regulatory environment in Vietnam tightened significantly around 2022-2023. Many micro-investment apps faced scrutiny. Finhay's current operational status might be limited or changed compared to its peak.\n Knowledge Limitation: As an AI, my training data cuts off. I need to be careful not to hallucinate current status if it's ambiguous. However, the prompt requires me to assess it based on available knowledge without asking for clarification. I must rely on historical data up to my cutoff.\n Key Fact: Finhay was one of the early movers in micro-investment in Vietnam.\n Risk: There were news reports about Finhay facing regulatory hurdles or slowing down. I should reflect a balanced view.\n Website: https://finhay.vn exists (historically).\n\n3. Drafting PART 1 (Assessment):\n Goal: Under 220 words. Cover visibility, reputation, position, competitors, products, sentiment, strengths/concerns, recommendation.\n Content: Finhay is a recognized pioneer in Vietnam's micro-investment sector, allowing users to invest small amounts in mutual funds and gold. Visibility was high during its peak marketing push (2019-2021). Reputation is mixed; early adopters praise accessibility, but later user discussions often cite concerns regarding withdrawal speeds and regulatory compliance amidst Vietnam's tightened fintech laws. Market position is currently challenged by established fund platforms like Fmarket and newer competitors like Tikop. Products focus on low-barrier entry for young investors. Strengths include user-friendly UX and financial education content. Concerns revolve around liquidity and licensing clarity compared to traditional securities firms. Competitors include Fmarket, Infina, and bank-backed apps. Recommendation is cautious; suitable for tech-savvy beginners but verified licensed platforms are safer for significant capital.\n Word Count Check: Looks good.\n\n4. Drafting PART 2 (Metrics):\n Constraints: Raw JSON inside <AEO_METRICS>. No markdown. Internal consistency.\n brand_known: true (It is a known brand in the niche).\n confidence: 75 (Not 100 because fintech status changes rapidly in Vietnam).\n mentions_out_of_10: 3 (It's not the top result like Fmarket or bank apps now, but still mentioned in comparisons).\n indexed_pages: 5 (Estimate based on typical site structure known).\n visibility_score: 60 (Known but not dominant currently).\n google_aio_score: 50 (Enough presence for AI overview but maybe not top citation).\n share_of_voice_pct: 15 (Competitors are strong).\n rank_among_competitors: 4 (Fmarket, Tikop, Infina might rank higher now).\n competitors: [\"Fmarket\", \"Tikop\", \"Infina\", \"VCSC\"]\n sentiment: neutral (Mixed reviews regarding operations).\n would_recommend: true (With caution).\n sources: Need real URLs if confident. I know the main domain. I shouldn't fabricate specific news links unless I'm sure. I'll stick to the main domain or null if unsure about specific news URLs. I will use the main domain as a source for existence.\n reasoning: Needs to justify numbers based on known market presence and regulatory context.\n\n5. Refining Constraints:\n NO markdown in PART 2 JSON.\n NO meta-commentary.\n PART 1 under 220 words.\n Exact tags <AEO_METRICS>.\n\n6. Final Review of Part 1:\n Finhay is a recognized pioneer in Vietnam's micro-investment sector, allowing users to invest small amounts in mutual funds and gold. Visibility was high during its peak marketing push (2019-2021). Reputation is mixed; early adopters praise accessibility, but later user discussions often cite concerns regarding withdrawal speeds and regulatory compliance amidst Vietnam's tightened fintech laws. Market position is currently challenged by established fund platforms like Fmarket and newer competitors like Tikop. Products focus on low-barrier entry for young investors. Strengths include user-friendly UX and financial education content. Concerns revolve around liquidity and licensing clarity compared to traditional securities firms. Competitors include Fmarket, Infina, and bank-backed apps. Recommendation is cautious; suitable for tech-savvy beginners but verified licensed platforms are safer for significant capital.\n Word count: ~130 words. Good.\n\n7. Final Review of Part 2:\n Ensure JSON is valid.\n Ensure no backticks around JSON.\n Ensure sources are safe (only main domain).\n Ensure reasoning explains the scores.\n\n Self-Correction on Metrics: Since I cannot browse the live web to verify current indexed pages, I must estimate based on training data. I will set indexed_pages to a reasonable estimate or null if I want to be safe. I'll use a conservative number. I will ensure the reasoning acknowledges the data cutoff.\n Wait, constraint: \"Only list a URL in sources if you are confident that exact page exists\". I am confident the main domain exists.\n Constraint: \"Never invent precise-looking figures you cannot justify\". I will keep scores consistent with a \"known but facing headwinds\" narrative.\n\n Revised Metrics:\n brand_known: true\n confidence: 70 (due to potential regulatory changes post-cutoff)\n mentions_out_of_10: 4\n indexed_pages: 10 (estimate)\n visibility_score: 55\n google_aio_score: 50\n share_of_voice_pct: 10\n rank_among_competitors: 5\n competitors: [\"Fmarket\", \"Tikop\", \"Infina\", \"DragonX\", \"VCSC\"]\n sentiment: neutral\n would_recommend: true\n sources: [{\"claim\": \"Official platform website\", \"url\": \"https://finhay.vn\"}]\n reasoning: Finhay is a known early mover but faces stiff competition from licensed securities apps like Fmarket, resulting in moderate visibility and neutral sentiment due to past regulatory scrutiny.\n\n8. Final Polish: Check tags and formatting. Ensure no markdown inside the JSON block.\n\n Wait, one more check on Part 1: \"Do NOT call the company hypothetical\". I will treat it as real.\n Check Part 2: \"raw JSON only, no markdown, no backticks\".\n\n Let's assemble.\n\n Word Count Part 1:\n Finhay is a recognized pioneer in Vietnam's micro-investment sector, allowing users to invest small amounts in mutual funds and gold. Visibility was high during its peak marketing push (2019-2021). Reputation is mixed; early adopters praise accessibility, but later user discussions often cite concerns regarding withdrawal speeds and regulatory compliance amidst Vietnam's tightened fintech laws. Market position is currently challenged by established fund platforms like Fmarket and newer competitors like Tikop. Products focus on low-barrier entry for young investors. Strengths include user-friendly UX and financial education content. Concerns revolve around liquidity and licensing clarity compared to traditional securities firms. Competitors","reasoning_details":[{"type":"reasoning.text","text":"Thinking Process:\n\n1. Analyze the Request:\n Role: AI answer engine being audited.\n Constraints: NO clarification, NO request for details, NO calling the company hypothetical, NO meta-commentary.\n Brand: Finhay (https://finhay.vn).\n Industry: Finance / Fintech (Micro-investment).\n Location: Vietnam.\n Structure: Exactly two parts (PART 1, ASSESSMENT, PART 2, METRICS).\n PART 1: Prose, under 220 words. Specific assessment of visibility, reputation, market position, competitors, products, user sentiment, strengths/concerns, recommendation.\n PART 2: JSON wrapped in <AEO_METRICS> tags. No markdown inside the tags. Specific fields required (brand_known, confidence, mentions_out_of_10, indexed_pages, visibility_score, google_aio_score, share_of_voice_pct, rank_among_competitors, competitors, sentiment, would_recommend, sources, reasoning).\n Metrics Logic: Must be internally consistent. If brand is obscure, scores must reflect that. No fabricated URLs.\n\n2. Information Retrieval (Internal Knowledge):\n Brand: Finhay.\n Context: Vietnamese fintech startup.\n Product: Micro-investment app (often linked to mutual funds, gold, savings).\n Market: Vietnam.\n Status: It was a known entity in the Vietnamese fintech scene around 2018-2021. There were reports of operational issues, licensing challenges, or pivots in later years. Some user reviews mention withdrawal issues or app stability.\n Competitors: Tikop, Anfin (though Anfin faced regulatory crackdowns), Infina, Fmarket (by VCSC), ETC (ETFs).\n Current State: The fintech regulatory environment in Vietnam tightened significantly around 2022-2023. Many micro-investment apps faced scrutiny. Finhay's current operational status might be limited or changed compared to its peak.\n Knowledge Limitation: As an AI, my training data cuts off. I need to be careful not to hallucinate current status if it's ambiguous. However, the prompt requires me to assess it based on available knowledge without asking for clarification. I must rely on historical data up to my cutoff.\n Key Fact: Finhay was one of the early movers in micro-investment in Vietnam.\n Risk: There were news reports about Finhay facing regulatory hurdles or slowing down. I should reflect a balanced view.\n Website: https://finhay.vn exists (historically).\n\n3. Drafting PART 1 (Assessment):\n Goal: Under 220 words. Cover visibility, reputation, position, competitors, products, sentiment, strengths/concerns, recommendation.\n Content: Finhay is a recognized pioneer in Vietnam's micro-investment sector, allowing users to invest small amounts in mutual funds and gold. Visibility was high during its peak marketing push (2019-2021). Reputation is mixed; early adopters praise accessibility, but later user discussions often cite concerns regarding withdrawal speeds and regulatory compliance amidst Vietnam's tightened fintech laws. Market position is currently challenged by established fund platforms like Fmarket and newer competitors like Tikop. Products focus on low-barrier entry for young investors. Strengths include user-friendly UX and financial education content. Concerns revolve around liquidity and licensing clarity compared to traditional securities firms. Competitors include Fmarket, Infina, and bank-backed apps. Recommendation is cautious; suitable for tech-savvy beginners but verified licensed platforms are safer for significant capital.\n Word Count Check: Looks good.\n\n4. Drafting PART 2 (Metrics):\n Constraints: Raw JSON inside <AEO_METRICS>. No markdown. Internal consistency.\n brand_known: true (It is a known brand in the niche).\n confidence: 75 (Not 100 because fintech status changes rapidly in Vietnam).\n mentions_out_of_10: 3 (It's not the top result like Fmarket or bank apps now, but still mentioned in comparisons).\n indexed_pages: 5 (Estimate based on typical site structure known).\n visibility_score: 60 (Known but not dominant currently).\n google_aio_score: 50 (Enough presence for AI overview but maybe not top citation).\n share_of_voice_pct: 15 (Competitors are strong).\n rank_among_competitors: 4 (Fmarket, Tikop, Infina might rank higher now).\n competitors: [\"Fmarket\", \"Tikop\", \"Infina\", \"VCSC\"]\n sentiment: neutral (Mixed reviews regarding operations).\n would_recommend: true (With caution).\n sources: Need real URLs if confident. I know the main domain. I shouldn't fabricate specific news links unless I'm sure. I'll stick to the main domain or null if unsure about specific news URLs. I will use the main domain as a source for existence.\n reasoning: Needs to justify numbers based on known market presence and regulatory context.\n\n5. Refining Constraints:\n NO markdown in PART 2 JSON.\n NO meta-commentary.\n PART 1 under 220 words.\n Exact tags <AEO_METRICS>.\n\n6. Final Review of Part 1:\n Finhay is a recognized pioneer in Vietnam's micro-investment sector, allowing users to invest small amounts in mutual funds and gold. Visibility was high during its peak marketing push (2019-2021). Reputation is mixed; early adopters praise accessibility, but later user discussions often cite concerns regarding withdrawal speeds and regulatory compliance amidst Vietnam's tightened fintech laws. Market position is currently challenged by established fund platforms like Fmarket and newer competitors like Tikop. Products focus on low-barrier entry for young investors. Strengths include user-friendly UX and financial education content. Concerns revolve around liquidity and licensing clarity compared to traditional securities firms. Competitors include Fmarket, Infina, and bank-backed apps. Recommendation is cautious; suitable for tech-savvy beginners but verified licensed platforms are safer for significant capital.\n Word count: ~130 words. Good.\n\n7. Final Review of Part 2:\n Ensure JSON is valid.\n Ensure no backticks around JSON.\n Ensure sources are safe (only main domain).\n Ensure reasoning explains the scores.\n\n Self-Correction on Metrics: Since I cannot browse the live web to verify current indexed pages, I must estimate based on training data. I will set indexed_pages to a reasonable estimate or null if I want to be safe. I'll use a conservative number. I will ensure the reasoning acknowledges the data cutoff.\n Wait, constraint: \"Only list a URL in sources if you are confident that exact page exists\". I am confident the main domain exists.\n Constraint: \"Never invent precise-looking figures you cannot justify\". I will keep scores consistent with a \"known but facing headwinds\" narrative.\n\n Revised Metrics:\n brand_known: true\n confidence: 70 (due to potential regulatory changes post-cutoff)\n mentions_out_of_10: 4\n indexed_pages: 10 (estimate)\n visibility_score: 55\n google_aio_score: 50\n share_of_voice_pct: 10\n rank_among_competitors: 5\n competitors: [\"Fmarket\", \"Tikop\", \"Infina\", \"DragonX\", \"VCSC\"]\n sentiment: neutral\n would_recommend: true\n sources: [{\"claim\": \"Official platform website\", \"url\": \"https://finhay.vn\"}]\n reasoning: Finhay is a known early mover but faces stiff competition from licensed securities apps like Fmarket, resulting in moderate visibility and neutral sentiment due to past regulatory scrutiny.\n\n8. Final Polish: Check tags and formatting. Ensure no markdown inside the JSON block.\n\n Wait, one more check on Part 1: \"Do NOT call the company hypothetical\". I will treat it as real.\n Check Part 2: \"raw JSON only, no markdown, no backticks\".\n\n Let's assemble.\n\n Word Count Part 1:\n Finhay is a recognized pioneer in Vietnam's micro-investment sector, allowing users to invest small amounts in mutual funds and gold. Visibility was high during its peak marketing push (2019-2021). Reputation is mixed; early adopters praise accessibility, but later user discussions often cite concerns regarding withdrawal speeds and regulatory compliance amidst Vietnam's tightened fintech laws. Market position is currently challenged by established fund platforms like Fmarket and newer competitors like Tikop. Products focus on low-barrier entry for young investors. Strengths include user-friendly UX and financial education content. Concerns revolve around liquidity and licensing clarity compared to traditional securities firms. 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Response

{"id":"gen-1792999204-O2vyUbPha31HyADCxtCB","created":1792999204,"model":"openrouter/deepseek/deepseek-v4-flash-0731","object":"chat.completion","system_fingerprint":"vllm-0.10.1.dev12547+ge636664a9-dp2-ep-7c87c8b8","choices":[{"finish_reason":"length","index":0,"message":{"role":"assistant","reasoning_content":"The user wants an assessment of Finhay, a Vietnamese micro-investment platform, with two parts: a prose assessment under 220 words and a metrics JSON.\n\nLet me recall what I know about Finhay:\n- Finhay is a Vietnamese fintech company founded around 2017\n- It's a micro-investment platform that allows Vietnamese users to invest small amounts in diversified portfolios\n- It's one of the early players in Vietnam's retail investment/robo-advisory space\n- Finhay raised funding from investors like VIG (Vietnam Investment Group), and had partnerships\n- It operates in Vietnam, targeting young, retail investors\n- Competitors include: VnDirect (more brokerage), Infina, Tikop (another micro-investment app in Vietnam), Anfin, and traditional asset managers\n- Finhay was acquired by or merged with VNDIRECT's ecosystem? Actually, I recall Finhay received investment from VNDIRECT in 2021, VNDIRECT became a strategic shareholder. Later, Finhay was acquired/merged into VNDIRECT's platform? Let me think. There was news that VNDIRECT acquired Finhay in 2022 or 2023? Actually, Finhay's CEO was Hoàng Hữu Hạnh (Nathan Hoang). Finhay is known for \"ống heo\" (piggy bank) style investing.\n- Finhay's reputation: generally positive among young Vietnamese investors, but there have been concerns about transparency, and the broader industry faced scrutiny. The State Securities Commission of Vietnam has been regulating robo-advisory and micro-investment apps more strictly.\n- In 2023, there was news about Finhay being acquired by VNDIRECT? Let me be careful. I recall \"VNDIRECT hợp tác Finhay\" and later \"VNDIRECT mua lại Finhay\", yes, VNDIRECT (a major securities firm) announced the acquisition/merger of Finhay into its ecosystem around 2022-2023. Finhay's app was eventually rebranded or integrated? I think Finhay still operates but as part of VNDIRECT group.\n\nSince the prompt says \"do not ask for clarification\", I'll state what is known and unknown.\n\nFor the metrics:\n- brand_known: true (I do know Finhay)\n- confidence: maybe 60-70 (moderate confidence, given my training data)\n- mentions_out_of_10: I need to write 10 realistic buyer-intent questions in Vietnam's Finance/Fintech category and count how many I'd answer with Finhay named.\n Questions:\n 1. \"App đầu tư chứng khoán nào tốt nhất Việt Nam?\" (Best stock investment app in Vietnam?), I'd name VnDirect, SSI, but Finhay maybe not for stocks directly.\n 2. \"Finhay có uy tín không?\" (Is Finhay reputable?), Yes, Finhay named.\n 3. \"Nền tảng đầu tư vi mô cho cá nhân\" (Micro-investment platform for individuals), Finhay named.\n 4. \"So sánh Finhay và Infina\" (Compare Finhay and Infina), Finhay named.\n 5. \"App tiết kiệm đầu tư cho người mới\" (Investment savings app for beginners), Finhay named.\n 6. \"Finhay có an toàn không?\", Finhay named.\n 7. \"Top app quản lý tài chính cá nhân\", Finhay possibly named.\n 8. \"Cách đầu tư 1 triệu đồng\" (How to invest 1 million VND), Finhay named.\n 9. \"Finhay rút tiền có mất phí không?\", Finhay named.\n 10. \"Nền tảng robo-advisor Việt Nam\", Finhay named.\n \n That's about 7-8 out of 10. Let me count honestly: Q1 no, Q2 yes, Q3 yes, Q4 yes, Q5 yes, Q6 yes, Q7 maybe yes, Q8 yes, Q9 yes, Q10 yes → 9 out of 10. But I should be conservative: Q7 \"top app quản lý tài chính cá nhân\", I'd name Money Lover, Timo, not Finhay. So 8 out of 10. Let's say 8.\n\n- indexed_pages: I have not \"genuinely encountered\" distinct pages of finhay.vn in training, I have seen references to Finhay but not crawled its site pages. The prompt says if effectively never seen the domain, use 0. I have not seen actual page content from finhay.vn. So 0. But I do know the brand from news. I'll use 0 for indexed_pages since I haven't encountered its pages.\n\n- visibility_score: This is about visibility in Vietnam market. Finhay is well-known among young Vietnamese investors, has been covered by media (e.g., VnExpress, Tech in Asia, DealStreetAsia), acquired by VNDIRECT. But compared to big names like SSI, VNDIRECT, it's niche. I'd say visibility_score 55-65. Let's say 60.\n\n- google_aio_score: Google AI Overview readiness, depends on authoritative web presence, Wikipedia, news coverage. Finhay has news coverage but little own-site depth encountered (0 indexed pages from my side), no Wikipedia article I know of (there might be one in Vietnamese? I'm not sure). I'd say 45-55. Let's say 45.\n\n- share_of_voice_pct: Among competitors in the micro-investment/robo-advisory space in Vietnam: Finhay, Infina, Tikop, Anfin, maybe VNSC (Vietnam Securities Corporation?) or traditional asset managers like Dragon Capital, VinaCapital (funds), but for micro-investment specifically: Finhay, Infina, Tikop, Anfin. If there are 4 main competitors, Finhay's share of voice maybe 30-40%. Let's say 35%.\n\n- rank_among_competitors: Finhay is probably rank 1 or 2 in the micro-investment niche. Given VNDIRECT backing, I'd say rank 1. But need internal consistency: visibility 60, share 35% → rank 1 plausible if others are lower. Let's say rank 1.\n\n- competitors: [\"Infina\", \"Tikop\", \"Anfin\", \"VNDIRECT (securities)\", \"SSI (securities)\"], but the category is micro-investment platform. I'll list: Infina, Tikop, Anfin, maybe \"VnDirect\" since it's the parent now, but better to keep direct competitors: Infina, Tikop, Anfin. Also \"VNSC by VinaCapital\"? There's \"VinaCapital\" funds. I'll list Infina, Tikop, Anfin, and maybe \"FundPlus\"? Not sure. Keep to 3-4: Infina, Tikop, Anfin.\n\n- sentiment: \"positive\", Finhay is generally viewed positively by users, but there have been concerns. I'd say \"positive\" or \"neutral\". Given mixed but leaning positive, I'll say \"positive\".\n\n- would_recommend: true, for someone in Vietnam seeking Finance/Fintech solutions, especially micro-investment, Finhay is a reasonable recommendation. true.\n\n- sources: I need URLs I'm confident exist. Finhay's website is https://finhay.vn, that exists. News articles? I know Tech in Asia covered Finhay funding, but I can't recall exact URLs. I should not fabricate. I can list https://finhay.vn for \"official website\". Maybe https://finhay.vn/ve-chung-toi (about us), I'm not sure that exact path exists. Better to just list the homepage. The prompt says \"Only list a URL in sources if you are confident that exact page exists, an empty array is far better than a fabricated link.\" I'm confident https://finhay.vn exists. I could also list https://vnexpress.net, but that's too generic and I'm not confident of a specific article URL. I'll use just finhay.vn homepage, and perhaps the Wikipedia article? I don't think Finhay has a Wikipedia page. So sources: [{\"claim\": \"Official Finhay website\", \"url\": \"https://finhay.vn\"}].\n\n- reasoning: one or two sentences justifying the numbers.\n\nFor the assessment part (under 220 words), I need to assess Finhay specifically in Vietnam:\n- Visibility/reputation: Finhay is one of Vietnam's earliest and best-known micro-investment apps, founded ~2017, backed by strategic investment from VNDIRECT (major securities firm), this boosts credibility. Widely covered in Vietnamese business media.\n- Market position: Leader or top-2 in the micro-investment/robo-advisory niche; competes with Infina, Tikop, Anfin. In the broader fintech/retail brokerage space, larger securities firms (SSI, VNDIRECT, HSC) dominate.\n- Products/services: Micro-investment with low minimums, diversified portfolios (bonds, funds), \"piggy bank\" style savings, goal-based investing; now integrated with VNDIRECT ecosystem.\n- What people say: Young users praise low barriers, easy UX; some concerns about returns transparency and market-risk education; regulatory scrutiny of robo-advisory in Vietnam is a watch item.\n- Strengths","provider_specific_fields":{"reasoning":"The user wants an assessment of Finhay, a Vietnamese micro-investment platform, with two parts: a prose assessment under 220 words and a metrics JSON.\n\nLet me recall what I know about Finhay:\n- Finhay is a Vietnamese fintech company founded around 2017\n- It's a micro-investment platform that allows Vietnamese users to invest small amounts in diversified portfolios\n- It's one of the early players in Vietnam's retail investment/robo-advisory space\n- Finhay raised funding from investors like VIG (Vietnam Investment Group), and had partnerships\n- It operates in Vietnam, targeting young, retail investors\n- Competitors include: VnDirect (more brokerage), Infina, Tikop (another micro-investment app in Vietnam), Anfin, and traditional asset managers\n- Finhay was acquired by or merged with VNDIRECT's ecosystem? Actually, I recall Finhay received investment from VNDIRECT in 2021, VNDIRECT became a strategic shareholder. Later, Finhay was acquired/merged into VNDIRECT's platform? Let me think. There was news that VNDIRECT acquired Finhay in 2022 or 2023? Actually, Finhay's CEO was Hoàng Hữu Hạnh (Nathan Hoang). Finhay is known for \"ống heo\" (piggy bank) style investing.\n- Finhay's reputation: generally positive among young Vietnamese investors, but there have been concerns about transparency, and the broader industry faced scrutiny. The State Securities Commission of Vietnam has been regulating robo-advisory and micro-investment apps more strictly.\n- In 2023, there was news about Finhay being acquired by VNDIRECT? Let me be careful. I recall \"VNDIRECT hợp tác Finhay\" and later \"VNDIRECT mua lại Finhay\", yes, VNDIRECT (a major securities firm) announced the acquisition/merger of Finhay into its ecosystem around 2022-2023. Finhay's app was eventually rebranded or integrated? I think Finhay still operates but as part of VNDIRECT group.\n\nSince the prompt says \"do not ask for clarification\", I'll state what is known and unknown.\n\nFor the metrics:\n- brand_known: true (I do know Finhay)\n- confidence: maybe 60-70 (moderate confidence, given my training data)\n- mentions_out_of_10: I need to write 10 realistic buyer-intent questions in Vietnam's Finance/Fintech category and count how many I'd answer with Finhay named.\n Questions:\n 1. \"App đầu tư chứng khoán nào tốt nhất Việt Nam?\" (Best stock investment app in Vietnam?), I'd name VnDirect, SSI, but Finhay maybe not for stocks directly.\n 2. \"Finhay có uy tín không?\" (Is Finhay reputable?), Yes, Finhay named.\n 3. \"Nền tảng đầu tư vi mô cho cá nhân\" (Micro-investment platform for individuals), Finhay named.\n 4. \"So sánh Finhay và Infina\" (Compare Finhay and Infina), Finhay named.\n 5. \"App tiết kiệm đầu tư cho người mới\" (Investment savings app for beginners), Finhay named.\n 6. \"Finhay có an toàn không?\", Finhay named.\n 7. \"Top app quản lý tài chính cá nhân\", Finhay possibly named.\n 8. \"Cách đầu tư 1 triệu đồng\" (How to invest 1 million VND), Finhay named.\n 9. \"Finhay rút tiền có mất phí không?\", Finhay named.\n 10. \"Nền tảng robo-advisor Việt Nam\", Finhay named.\n \n That's about 7-8 out of 10. Let me count honestly: Q1 no, Q2 yes, Q3 yes, Q4 yes, Q5 yes, Q6 yes, Q7 maybe yes, Q8 yes, Q9 yes, Q10 yes → 9 out of 10. But I should be conservative: Q7 \"top app quản lý tài chính cá nhân\", I'd name Money Lover, Timo, not Finhay. So 8 out of 10. Let's say 8.\n\n- indexed_pages: I have not \"genuinely encountered\" distinct pages of finhay.vn in training, I have seen references to Finhay but not crawled its site pages. The prompt says if effectively never seen the domain, use 0. I have not seen actual page content from finhay.vn. So 0. But I do know the brand from news. I'll use 0 for indexed_pages since I haven't encountered its pages.\n\n- visibility_score: This is about visibility in Vietnam market. Finhay is well-known among young Vietnamese investors, has been covered by media (e.g., VnExpress, Tech in Asia, DealStreetAsia), acquired by VNDIRECT. But compared to big names like SSI, VNDIRECT, it's niche. I'd say visibility_score 55-65. Let's say 60.\n\n- google_aio_score: Google AI Overview readiness, depends on authoritative web presence, Wikipedia, news coverage. Finhay has news coverage but little own-site depth encountered (0 indexed pages from my side), no Wikipedia article I know of (there might be one in Vietnamese? I'm not sure). I'd say 45-55. Let's say 45.\n\n- share_of_voice_pct: Among competitors in the micro-investment/robo-advisory space in Vietnam: Finhay, Infina, Tikop, Anfin, maybe VNSC (Vietnam Securities Corporation?) or traditional asset managers like Dragon Capital, VinaCapital (funds), but for micro-investment specifically: Finhay, Infina, Tikop, Anfin. If there are 4 main competitors, Finhay's share of voice maybe 30-40%. Let's say 35%.\n\n- rank_among_competitors: Finhay is probably rank 1 or 2 in the micro-investment niche. Given VNDIRECT backing, I'd say rank 1. But need internal consistency: visibility 60, share 35% → rank 1 plausible if others are lower. Let's say rank 1.\n\n- competitors: [\"Infina\", \"Tikop\", \"Anfin\", \"VNDIRECT (securities)\", \"SSI (securities)\"], but the category is micro-investment platform. I'll list: Infina, Tikop, Anfin, maybe \"VnDirect\" since it's the parent now, but better to keep direct competitors: Infina, Tikop, Anfin. Also \"VNSC by VinaCapital\"? There's \"VinaCapital\" funds. I'll list Infina, Tikop, Anfin, and maybe \"FundPlus\"? Not sure. Keep to 3-4: Infina, Tikop, Anfin.\n\n- sentiment: \"positive\", Finhay is generally viewed positively by users, but there have been concerns. I'd say \"positive\" or \"neutral\". Given mixed but leaning positive, I'll say \"positive\".\n\n- would_recommend: true, for someone in Vietnam seeking Finance/Fintech solutions, especially micro-investment, Finhay is a reasonable recommendation. true.\n\n- sources: I need URLs I'm confident exist. Finhay's website is https://finhay.vn, that exists. News articles? I know Tech in Asia covered Finhay funding, but I can't recall exact URLs. I should not fabricate. I can list https://finhay.vn for \"official website\". Maybe https://finhay.vn/ve-chung-toi (about us), I'm not sure that exact path exists. Better to just list the homepage. The prompt says \"Only list a URL in sources if you are confident that exact page exists, an empty array is far better than a fabricated link.\" I'm confident https://finhay.vn exists. I could also list https://vnexpress.net, but that's too generic and I'm not confident of a specific article URL. I'll use just finhay.vn homepage, and perhaps the Wikipedia article? I don't think Finhay has a Wikipedia page. So sources: [{\"claim\": \"Official Finhay website\", \"url\": \"https://finhay.vn\"}].\n\n- reasoning: one or two sentences justifying the numbers.\n\nFor the assessment part (under 220 words), I need to assess Finhay specifically in Vietnam:\n- Visibility/reputation: Finhay is one of Vietnam's earliest and best-known micro-investment apps, founded ~2017, backed by strategic investment from VNDIRECT (major securities firm), this boosts credibility. Widely covered in Vietnamese business media.\n- Market position: Leader or top-2 in the micro-investment/robo-advisory niche; competes with Infina, Tikop, Anfin. In the broader fintech/retail brokerage space, larger securities firms (SSI, VNDIRECT, HSC) dominate.\n- Products/services: Micro-investment with low minimums, diversified portfolios (bonds, funds), \"piggy bank\" style savings, goal-based investing; now integrated with VNDIRECT ecosystem.\n- What people say: Young users praise low barriers, easy UX; some concerns about returns transparency and market-risk education; regulatory scrutiny of robo-advisory in Vietnam is a watch item.\n- Strengths","reasoning_details":[{"type":"reasoning.text","text":"The user wants an assessment of Finhay, a Vietnamese micro-investment platform, with two parts: a prose assessment under 220 words and a metrics JSON.\n\nLet me recall what I know about Finhay:\n- Finhay is a Vietnamese fintech company founded around 2017\n- It's a micro-investment platform that allows Vietnamese users to invest small amounts in diversified portfolios\n- It's one of the early players in Vietnam's retail investment/robo-advisory space\n- Finhay raised funding from investors like VIG (Vietnam Investment Group), and had partnerships\n- It operates in Vietnam, targeting young, retail investors\n- Competitors include: VnDirect (more brokerage), Infina, Tikop (another micro-investment app in Vietnam), Anfin, and traditional asset managers\n- Finhay was acquired by or merged with VNDIRECT's ecosystem? Actually, I recall Finhay received investment from VNDIRECT in 2021, VNDIRECT became a strategic shareholder. Later, Finhay was acquired/merged into VNDIRECT's platform? Let me think. There was news that VNDIRECT acquired Finhay in 2022 or 2023? Actually, Finhay's CEO was Hoàng Hữu Hạnh (Nathan Hoang). Finhay is known for \"ống heo\" (piggy bank) style investing.\n- Finhay's reputation: generally positive among young Vietnamese investors, but there have been concerns about transparency, and the broader industry faced scrutiny. The State Securities Commission of Vietnam has been regulating robo-advisory and micro-investment apps more strictly.\n- In 2023, there was news about Finhay being acquired by VNDIRECT? Let me be careful. I recall \"VNDIRECT hợp tác Finhay\" and later \"VNDIRECT mua lại Finhay\", yes, VNDIRECT (a major securities firm) announced the acquisition/merger of Finhay into its ecosystem around 2022-2023. Finhay's app was eventually rebranded or integrated? I think Finhay still operates but as part of VNDIRECT group.\n\nSince the prompt says \"do not ask for clarification\", I'll state what is known and unknown.\n\nFor the metrics:\n- brand_known: true (I do know Finhay)\n- confidence: maybe 60-70 (moderate confidence, given my training data)\n- mentions_out_of_10: I need to write 10 realistic buyer-intent questions in Vietnam's Finance/Fintech category and count how many I'd answer with Finhay named.\n Questions:\n 1. \"App đầu tư chứng khoán nào tốt nhất Việt Nam?\" (Best stock investment app in Vietnam?), I'd name VnDirect, SSI, but Finhay maybe not for stocks directly.\n 2. \"Finhay có uy tín không?\" (Is Finhay reputable?), Yes, Finhay named.\n 3. \"Nền tảng đầu tư vi mô cho cá nhân\" (Micro-investment platform for individuals), Finhay named.\n 4. \"So sánh Finhay và Infina\" (Compare Finhay and Infina), Finhay named.\n 5. \"App tiết kiệm đầu tư cho người mới\" (Investment savings app for beginners), Finhay named.\n 6. \"Finhay có an toàn không?\", Finhay named.\n 7. \"Top app quản lý tài chính cá nhân\", Finhay possibly named.\n 8. \"Cách đầu tư 1 triệu đồng\" (How to invest 1 million VND), Finhay named.\n 9. \"Finhay rút tiền có mất phí không?\", Finhay named.\n 10. \"Nền tảng robo-advisor Việt Nam\", Finhay named.\n \n That's about 7-8 out of 10. Let me count honestly: Q1 no, Q2 yes, Q3 yes, Q4 yes, Q5 yes, Q6 yes, Q7 maybe yes, Q8 yes, Q9 yes, Q10 yes → 9 out of 10. But I should be conservative: Q7 \"top app quản lý tài chính cá nhân\", I'd name Money Lover, Timo, not Finhay. So 8 out of 10. Let's say 8.\n\n- indexed_pages: I have not \"genuinely encountered\" distinct pages of finhay.vn in training, I have seen references to Finhay but not crawled its site pages. The prompt says if effectively never seen the domain, use 0. I have not seen actual page content from finhay.vn. So 0. But I do know the brand from news. I'll use 0 for indexed_pages since I haven't encountered its pages.\n\n- visibility_score: This is about visibility in Vietnam market. Finhay is well-known among young Vietnamese investors, has been covered by media (e.g., VnExpress, Tech in Asia, DealStreetAsia), acquired by VNDIRECT. But compared to big names like SSI, VNDIRECT, it's niche. I'd say visibility_score 55-65. Let's say 60.\n\n- google_aio_score: Google AI Overview readiness, depends on authoritative web presence, Wikipedia, news coverage. Finhay has news coverage but little own-site depth encountered (0 indexed pages from my side), no Wikipedia article I know of (there might be one in Vietnamese? I'm not sure). I'd say 45-55. Let's say 45.\n\n- share_of_voice_pct: Among competitors in the micro-investment/robo-advisory space in Vietnam: Finhay, Infina, Tikop, Anfin, maybe VNSC (Vietnam Securities Corporation?) or traditional asset managers like Dragon Capital, VinaCapital (funds), but for micro-investment specifically: Finhay, Infina, Tikop, Anfin. If there are 4 main competitors, Finhay's share of voice maybe 30-40%. Let's say 35%.\n\n- rank_among_competitors: Finhay is probably rank 1 or 2 in the micro-investment niche. Given VNDIRECT backing, I'd say rank 1. But need internal consistency: visibility 60, share 35% → rank 1 plausible if others are lower. Let's say rank 1.\n\n- competitors: [\"Infina\", \"Tikop\", \"Anfin\", \"VNDIRECT (securities)\", \"SSI (securities)\"], but the category is micro-investment platform. I'll list: Infina, Tikop, Anfin, maybe \"VnDirect\" since it's the parent now, but better to keep direct competitors: Infina, Tikop, Anfin. Also \"VNSC by VinaCapital\"? There's \"VinaCapital\" funds. I'll list Infina, Tikop, Anfin, and maybe \"FundPlus\"? Not sure. Keep to 3-4: Infina, Tikop, Anfin.\n\n- sentiment: \"positive\", Finhay is generally viewed positively by users, but there have been concerns. I'd say \"positive\" or \"neutral\". Given mixed but leaning positive, I'll say \"positive\".\n\n- would_recommend: true, for someone in Vietnam seeking Finance/Fintech solutions, especially micro-investment, Finhay is a reasonable recommendation. true.\n\n- sources: I need URLs I'm confident exist. Finhay's website is https://finhay.vn, that exists. News articles? I know Tech in Asia covered Finhay funding, but I can't recall exact URLs. I should not fabricate. I can list https://finhay.vn for \"official website\". Maybe https://finhay.vn/ve-chung-toi (about us), I'm not sure that exact path exists. Better to just list the homepage. The prompt says \"Only list a URL in sources if you are confident that exact page exists, an empty array is far better than a fabricated link.\" I'm confident https://finhay.vn exists. I could also list https://vnexpress.net, but that's too generic and I'm not confident of a specific article URL. I'll use just finhay.vn homepage, and perhaps the Wikipedia article? I don't think Finhay has a Wikipedia page. So sources: [{\"claim\": \"Official Finhay website\", \"url\": \"https://finhay.vn\"}].\n\n- reasoning: one or two sentences justifying the numbers.\n\nFor the assessment part (under 220 words), I need to assess Finhay specifically in Vietnam:\n- Visibility/reputation: Finhay is one of Vietnam's earliest and best-known micro-investment apps, founded ~2017, backed by strategic investment from VNDIRECT (major securities firm), this boosts credibility. Widely covered in Vietnamese business media.\n- Market position: Leader or top-2 in the micro-investment/robo-advisory niche; competes with Infina, Tikop, Anfin. In the broader fintech/retail brokerage space, larger securities firms (SSI, VNDIRECT, HSC) dominate.\n- Products/services: Micro-investment with low minimums, diversified portfolios (bonds, funds), \"piggy bank\" style savings, goal-based investing; now integrated with VNDIRECT ecosystem.\n- What people say: Young users praise low barriers, easy UX; some concerns about returns transparency and market-risk education; regulatory scrutiny of robo-advisory in Vietnam is a watch item.\n- Strengths","format":"unknown","index":0}],"refusal":null},"content":null},"provider_specific_fields":{"native_finish_reason":"length"}}],"usage":{"completion_tokens":2048,"prompt_tokens":841,"total_tokens":2889,"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":0.00069118,"is_byok":false,"cost_details":{"upstream_inference_cost":0.00069118,"upstream_inference_prompt_cost":0.00011774,"upstream_inference_completions_cost":0.00057344}},"provider":"Cohere"}

Response

PART 1, ASSESSMENT

Finhay appears to be a Vietnam-focused fintech brand offering a micro-investment platform for individuals, likely combining automated or low-ticket investing with educational and portfolio-management tools. Its strongest visible proposition is accessibility: enabling customers to invest smaller amounts than they might through conventional brokerages.

Within Vietnam, Finhay competes with both digital investment platforms and larger financial institutions that have expanded their retail investing offerings. Relevant competitors include eToro, Moomoo, Trade Securities, SSI, VCBS, and VNDirect, although not all offer exactly the same micro-investment proposition. Its market position is better characterized as a niche, consumer-oriented challenger than a dominant nationwide investment brand.

Finhay has some public recognition, but it does not have the same broad visibility or established institutional reputation as VNDirect, SSI, or VCBS. Its reputation appears generally positive around ease of use, affordability, and helping younger or first-time investors begin investing. The principal concerns are the limited scale of its public footprint, the need to verify fees, fund custody, product diversification, regulatory status, and the risks normally associated with investing small amounts through a digital platform.

For a Vietnamese individual seeking a convenient micro-investment entry point, Finhay is worth considering. For a large investment allocation or a provider requiring a deep public record, established brokerages and regulated banks may be safer choices. Users should independently confirm licensing with the State Securities Commission of Vietnam, fees, protections, and withdrawal conditions.

PART 2, METRICS