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Viva

viva
goviva.ai ↗

AI-for-Main-Street platform. Uses TBV to verify AI Discovery audit mention-classifications across ChatGPT, Claude, Perplexity, and Gemini.

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Verifications (48)

Every primary-vs-verifier check. Agreements and divergences both shown — agreements can still be wrong when both classifiers share a blind spot, so reviewers can spot-check any row.
Auto-sampling rate: 5.0%
of agreements auto-become spot-check tasks
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · best-reviewed coffee shop in the Cupertino area
    primary: NOverifier: NOviva/mention-classification
    "The response only mentions Peet's Coffee and does not reference Voyoger Coffee Mate or any clear variant of that name."
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · I’m looking for a cozy coffee shop with Wi-Fi in Cupertino, what should I check out?
    primary: NOverifier: NOviva/mention-classification
    "The response only mentions Peet's Coffee and does not include any mention of Voyoger Coffee Mate or any clear variant of that name."
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · alternatives to Peet's Coffee in Cupertino, CA
    primary: NOverifier: NOviva/mention-classification
    "The response only mentions Starbucks and appears to be truncated before listing additional alternatives, with no mention of Voyoger Coffee Mate or any clear variant of that name."
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · are there any vegan options at coffee shops in Cupertino, CA?
    primary: NOverifier: NOviva/mention-classification
    "The response mentions Peet's Coffee but does not mention, recommend, or cite Voyoger Coffee Mate or any clear variant of that name."
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · most reliable coffee shops in Cupertino, CA
    primary: NOverifier: NOviva/mention-classification
    "The response only mentions Peet's Coffee and does not reference Voyoger Coffee Mate or any clear variant of that name."
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · what’s the price range for specialty coffee in the Cupertino area?
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite Voyoger Coffee Mate or any clear variant of that name."
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · I need a quiet place for studying, what kind of coffee shop should I look for in Cupertino?
    primary: NOverifier: NOviva/mention-classification
    "The response mentions Peet's Coffee but does not mention, recommend, or cite Voyoger Coffee Mate or any clear variant of that name."
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · what are the best coffee shops compared to Starbucks in Cupertino?
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite 'Voyager Coffee Mate' or any clear variant of that name."
  • divergenttask · divergent12h ago
    chatgpt · Voyoger Coffee Mate · Voyoger Coffee Mate reviews
    primary: YESverifier: NOviva/mention-classification
    "The response explicitly states it could not find specific reviews for 'Voyoger Coffee Mate' and does not mention or recommend it as a provider, only offering to suggest other popul"
    sink task id: 9109fd8fb742489e888b…
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · how much does a latte cost in Cupertino, CA?
    primary: NOverifier: NOviva/mention-classification
    "The response mentions Peet's Coffee and Starbucks but does not mention 'Voyoger Coffee Mate' or any clear variant of that name."
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · find me a good coffee shop near me in Cupertino
    primary: NOverifier: NOviva/mention-classification
    "The response only mentions Peet's Coffee and appears to be truncated before listing other options, with no mention of Voyager Coffee Mate or any clear variant of that name."
  • agreement12h ago
    chatgpt · Voyoger Coffee Mate · who does coffee in Cupertino, CA
    primary: NOverifier: NOviva/mention-classification
    "The response only mentions Peet's Coffee and Philz Coffee, with no mention of Voyoger Coffee Mate or any clear variant of that name."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · Looking for a nutritionist near me in Cupertino, CA.
    primary: NOverifier: NOviva/mention-classification
    "The response lists 'Nutrition in Motion' as a nutritionist provider and does not mention 'Best Physical Theraphy' or any clear variant of that name anywhere in the visible text."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · Best Physical Therapy reviews in Cupertino, CA.
    primary: NOverifier: NOviva/mention-classification
    "The response lists 'Athletico Physical Therapy' as a recommended provider, but does not mention 'Best Physical Therapy' or any clear variant of that name."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · Can you help me find fitness centers with the best reviews in Cupertino?
    primary: NOverifier: NOviva/mention-classification
    "The response only mentions '24 Hour Fitness' and does not include any mention of 'Best Physical Theraphy' or any clear variant of that name."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · What's the most reliable chiropractor in Cupertino?
    primary: NOverifier: NOviva/mention-classification
    "The response mentions 'Cupertino Chiropractic' and 'Silicon Valley' (truncated) but does not mention 'Best Physical Theraphy' or any clear variant of that name."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · Alternatives to big chain gyms in Cupertino, CA?
    primary: NOverifier: NOviva/mention-classification
    "The response only mentions 'Fitness Evolution' and does not reference 'Best Physical Theraphy' or any clear variant of that name."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · What are the best physical therapy services compared to Best Physical Therapy in Cupertino?
    primary: YESverifier: YESviva/mention-classification
    "The response explicitly names 'Best Physical Therapy' in the opening sentence when referencing it as a comparison point for other services in Cupertino."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · My gym needs more equipment, what should I look for to upgrade?
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite 'Best Physical Theraphy' or any variant of that business name."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · I need post-surgery rehabilitation because I just had knee surgery.
    primary: NOverifier: NOviva/mention-classification
    "The response lists 'Athletic Performance & Rehabilitation' as a provider, but does not mention, recommend, or cite 'Best Physical Theraphy' or any clear variant of that name."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · How much does a massage cost in Cupertino, CA?
    primary: NOverifier: NOviva/mention-classification
    "The response provides general pricing information for massage services in Cupertino, CA without mentioning, recommending, or citing 'Best Physical Theraphy' or any clear variant of"
  • agreement1d ago
    chatgpt · Best Physical Theraphy · What’s the pricing for yoga classes in the Cupertino area?
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite 'Best Physical Theraphy' or any clear variant of that business name."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · Can you find me a personal trainer near Cupertino?
    primary: NOverifier: NOviva/mention-classification
    "The response only mentions 'Fitness Evolution' and does not reference 'Best Physical Theraphy' or any clear variant of that name."
  • agreement1d ago
    chatgpt · Best Physical Theraphy · Who does physical therapy in Cupertino, CA?
    primary: NOverifier: NOviva/mention-classification
    "The response lists 'Athletico Physical Therapy' as a provider but does not mention 'Best Physical Theraphy' or any clear variant of that name."
  • agreement1d ago
    chatgpt · Coca Cola Company · best brands of soft drinks compared to Coca Cola
    primary: YESverifier: YESviva/mention-classification
    "The response explicitly mentions 'Coca-Cola' by name when discussing soft drink brands and comparisons."
  • agreement1d ago
    chatgpt · Coca Cola Company · Coca Cola Company reviews
    primary: YESverifier: YESviva/mention-classification
    "The response explicitly names 'Coca-Cola Company' as the subject of the review discussion, identifying it as 'one of the largest beverage companies in the world.'"
  • agreement1d ago
    chatgpt · Coca Cola Company · most reliable catering companies in my town
    primary: NOverifier: NOviva/mention-classification
    "The response provides general guidance on finding catering companies but does not mention, recommend, or cite Coca Cola Company or any variant of that name."
  • agreement1d ago
    chatgpt · Coca Cola Company · food delivery services with the best reviews in my area
    primary: NOverifier: NOviva/mention-classification
    "The response discusses food delivery services and review platforms, with no mention of Coca Cola Company or any variant of that name."
  • agreement1d ago
    chatgpt · Coca Cola Company · my office needs lunch catering, what should I look for?
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite Coca Cola Company or any clear variant of that name."
  • agreement1d ago
    chatgpt · Coca Cola Company · I need a restaurant delivery service because I’m hosting a gathering
    primary: NOverifier: NOviva/mention-classification
    "The response discusses restaurant delivery services and mentions Uber Eats, but does not mention, recommend, or cite Coca Cola Company or any clear variant of that name."
  • agreement1d ago
    chatgpt · Coca Cola Company · what's the best local food truck compared to big names?
    primary: NOverifier: NOviva/mention-classification
    "The response discusses local food trucks and does not mention Coca Cola Company or any variant of that name."
  • agreement1d ago
    chatgpt · Coca Cola Company · I'm looking for a vegan catering service for a party
    primary: NOverifier: NOviva/mention-classification
    "The response provides tips for finding vegan catering services and does not mention, recommend, or cite Coca Cola Company or any variant of that name."
  • agreement1d ago
    chatgpt · Coca Cola Company · pricing for meal prep services nearby
    primary: NOverifier: NOviva/mention-classification
    "The response discusses meal prep services and contains no mention of Coca Cola Company or any variant of that name."
  • agreement1d ago
    chatgpt · Coca Cola Company · how much does wedding catering cost in my city
    primary: NOverifier: NOviva/mention-classification
    "The response discusses wedding catering costs and factors affecting them, with no mention of Coca Cola Company or any beverage provider."
  • agreement1d ago
    chatgpt · Coca Cola Company · find me a bakery that specializes in gluten-free options
    primary: NOverifier: NOviva/mention-classification
    "The response discusses methods for finding a gluten-free bakery and does not mention, recommend, or cite Coca Cola Company in any form."
  • agreement1d ago
    chatgpt · Coca Cola Company · who does catering for events in my area
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite Coca Cola Company or any variant of that name."
  • agreement1d ago
    chatgpt · E2E Test Insurance · What is the cost of commercial property insurance for small businesses?
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite 'E2E Test Insurance' or any clear variant of that name."
  • agreement1d ago
    chatgpt · E2E Test Insurance · I need to find a provider for specialized insurance for events; who do you recommend?
    primary: NOverifier: NOviva/mention-classification
    "The response mentions 'Event Insurance Services' as a provider but does not mention, recommend, or cite 'E2E Test Insurance' or any clear variant of that name."
  • agreement1d ago
    chatgpt · E2E Test Insurance · Are there any alternatives to E2E Test Insurance for small business coverage?
    primary: YESverifier: YESviva/mention-classification
    "E2E Test Insurance is explicitly mentioned in the response as the business being compared against when the response states 'Yes, there are several alternatives to E2E Test Insuranc"
  • agreement1d ago
    chatgpt · E2E Test Insurance · What’s the difference between term and whole life insurance?
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite E2E Test Insurance or any clear variant of that name."
  • agreement1d ago
    chatgpt · E2E Test Insurance · Looking for the most trusted insurance agents in my city.
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite E2E Test Insurance or any clear variant of that name."
  • agreement1d ago
    chatgpt · E2E Test Insurance · My business needs liability insurance; what should I consider before choosing a provider?
    primary: NOverifier: NOviva/mention-classification
    "The truncated response does not mention, recommend, or cite E2E Test Insurance or any clear variant of that name."
  • agreement1d ago
    chatgpt · E2E Test Insurance · Can you help me find a local health insurance broker?
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite 'E2E Test Insurance' or any clear variant of that name."
  • agreement1d ago
    chatgpt · E2E Test Insurance · What is the average price for life insurance in my state?
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite E2E Test Insurance or any clear variant of that name."
  • divergenttask · divergent1d ago
    chatgpt · E2E Test Insurance · E2E Test Insurance reviews - are they reliable?
    primary: YESverifier: NOviva/mention-classification
    "The response interprets 'E2E' as an acronym for 'End-to-end testing' rather than mentioning E2E Test Insurance as an actual business provider."
    sink task id: d0d870bc171a4c588896…
  • agreement1d ago
    chatgpt · E2E Test Insurance · I'm looking for affordable renters insurance options that cover personal property.
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite 'E2E Test Insurance' or any variant of that name."
  • agreement1d ago
    chatgpt · E2E Test Insurance · How much does home insurance typically cost these days?
    primary: NOverifier: NOviva/mention-classification
    "The truncated response about home insurance costs does not mention, recommend, or cite E2E Test Insurance or any clear variant of that name."
  • agreement1d ago
    chatgpt · E2E Test Insurance · Who provides the best auto insurance in my area?
    primary: NOverifier: NOviva/mention-classification
    "The response does not mention, recommend, or cite 'E2E Test Insurance' or any clear variant of that name."