{
  "batch": "1972-dog-trainer-platforms",
  "articles": [
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_pricing_group_course",
      "category": "Business",
      "title": "Rover: Pricing for group dog training courses",
      "summary": "Group dog training courses cost $150-$250 per course on Rover",
      "body": "Group dog training courses cost $150-$250 per course on Rover\n\nWhat Rover.com Blog actually says:\n\n“Group (basics to advanced) | $150-$250 per course”",
      "source_type": "official",
      "source_link": "https://www.rover.com/blog/how-much-does-dog-training-cost/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com Blog",
      "evidence_quote": "Group (basics to advanced) | $150-$250 per course",
      "volatility": "medium",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Pricing for group dog training courses",
      "applies_to_country": "US",
      "applies_to_scope": "Group (basics to advanced) dog training courses",
      "tags": {
        "lane": "any",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "money.pricing"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_pricing_private_hourly",
      "category": "Business",
      "title": "Rover: Pricing for private hourly dog training sessions",
      "summary": "Private, in-person dog training costs $100-150 per hour on Rover",
      "body": "Private, in-person dog training costs $100-150 per hour on Rover\n\nWhat Rover.com Blog actually says:\n\n“1:1 | $100-150 per hour”",
      "source_type": "official",
      "source_link": "https://www.rover.com/blog/how-much-does-dog-training-cost/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com Blog",
      "evidence_quote": "1:1 | $100-150 per hour",
      "volatility": "medium",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Pricing for private hourly dog training sessions",
      "applies_to_country": "US",
      "applies_to_scope": "1:1 private dog training sessions",
      "tags": {
        "lane": "any",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "money.pricing"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_pricing_puppy_course",
      "category": "Business",
      "title": "Rover: Pricing for puppy dog training courses",
      "summary": "Puppy dog training courses cost $55-90 per course on Rover",
      "body": "Puppy dog training courses cost $55-90 per course on Rover\n\nWhat Rover.com Blog actually says:\n\n“Puppy | $55-90 per course”",
      "source_type": "official",
      "source_link": "https://www.rover.com/blog/how-much-does-dog-training-cost/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com Blog",
      "evidence_quote": "Puppy | $55-90 per course",
      "volatility": "medium",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Pricing for puppy dog training courses",
      "applies_to_country": "US",
      "applies_to_scope": "Puppy dog training courses",
      "tags": {
        "lane": "any",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "money.pricing"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_pricing_virtual_weekly",
      "category": "Business",
      "title": "Rover: Pricing for virtual dog training courses",
      "summary": "Virtual dog training courses cost $35 per week on Rover",
      "body": "Virtual dog training courses cost $35 per week on Rover\n\nWhat Rover.com Blog actually says:\n\n“Virtual | $35 per week”",
      "source_type": "official",
      "source_link": "https://www.rover.com/blog/how-much-does-dog-training-cost/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com Blog",
      "evidence_quote": "Virtual | $35 per week",
      "volatility": "medium",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Pricing for virtual dog training courses",
      "applies_to_country": "US",
      "applies_to_scope": "Virtual dog training courses",
      "tags": {
        "lane": "any",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "money.pricing"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_pricing_boarded_training",
      "category": "Business",
      "title": "Rover: Pricing for board and train dog training programs",
      "summary": "Board and train dog training programs cost $3000-4000 for two weeks on Rover",
      "body": "Board and train dog training programs cost $3000-4000 for two weeks on Rover\n\nWhat Rover.com Blog actually says:\n\n“Board and train | $3000-4000 for two weeks”",
      "source_type": "official",
      "source_link": "https://www.rover.com/blog/how-much-does-dog-training-cost/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com Blog",
      "evidence_quote": "Board and train | $3000-4000 for two weeks",
      "volatility": "medium",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Pricing for board and train dog training programs",
      "applies_to_country": "US",
      "applies_to_scope": "Board and train dog training programs",
      "tags": {
        "lane": "any",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "money.pricing"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_trainer_req_background_check",
      "category": "Business",
      "title": "Background check requirements for dog trainers on Rover",
      "summary": "Dog trainers must pass a third-party background check to list on Rover",
      "body": "Dog trainers must pass a third-party background check to list on Rover\n\nWhat Rover.com actually says:\n\n“To list on Rover, trainers must:\\n- Pass a third-party background check”",
      "source_type": "official",
      "source_link": "https://www.rover.com/dog-training/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com",
      "evidence_quote": "To list on Rover, trainers must:\\n- Pass a third-party background check",
      "volatility": "low",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Background check requirements for dog trainers on Rover",
      "applies_to_country": "US",
      "applies_to_scope": "Trainer approval requirements",
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "access.signup",
          "rules.enforcement"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_trainer_req_education_certification",
      "category": "Business",
      "title": "Education and certification requirements for dog trainers on Rover",
      "summary": "Dog trainers must show proof of education or certification from an approved program to list on Rover",
      "body": "Dog trainers must show proof of education or certification from an approved program to list on Rover\n\nWhat Rover.com actually says:\n\n“To list on Rover, trainers must:\\n- Share their certificate of education or certification from an approved program.”",
      "source_type": "official",
      "source_link": "https://www.rover.com/dog-training/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com",
      "evidence_quote": "To list on Rover, trainers must:\\n- Share their certificate of education or certification from an approved program.",
      "volatility": "low",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Education and certification requirements for dog trainers on Rover",
      "applies_to_country": "US",
      "applies_to_scope": "Trainer approval requirements",
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "access.signup",
          "rules.enforcement"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_trainer_req_rewards_based_training",
      "category": "Business",
      "title": "Rewards-based training requirements for dog trainers on Rover",
      "summary": "Dog trainers must commit to rewards-based training to list on Rover",
      "body": "Dog trainers must commit to rewards-based training to list on Rover\n\nWhat Rover.com actually says:\n\n“To list on Rover, trainers must:\\n- Commit to rewards-based training”",
      "source_type": "official",
      "source_link": "https://www.rover.com/dog-training/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com",
      "evidence_quote": "To list on Rover, trainers must:\\n- Commit to rewards-based training",
      "volatility": "low",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Rewards-based training requirements for dog trainers on Rover",
      "applies_to_country": "US",
      "applies_to_scope": "Trainer approval requirements",
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "rules.content",
          "rules.enforcement"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_average_training_cost",
      "category": "Business",
      "title": "Average dog training costs on Rover platform",
      "summary": "The average cost of dog training is $300 per course for 4-6 classes on Rover",
      "body": "The average cost of dog training is $300 per course for 4-6 classes on Rover\n\nWhat Rover.com Blog actually says:\n\n“The average cost of training your dog is $300 per course for 4-6 classes.”",
      "source_type": "official",
      "source_link": "https://www.rover.com/blog/how-much-does-dog-training-cost/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com Blog",
      "evidence_quote": "The average cost of training your dog is $300 per course for 4-6 classes.",
      "volatility": "medium",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Average dog training costs on Rover platform",
      "applies_to_country": "US",
      "applies_to_scope": "Average training cost across Rover platform",
      "tags": {
        "lane": "any",
        "stage": "any",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "money.pricing"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_onet_wages_dog_caretakers",
      "category": "Business",
      "title": "Median wages for animal caretakers (dog trainers) from O*NET data",
      "summary": "Median wages for animal caretakers (dog trainers) are $35,360 annually ($17.00 hourly) according to O*NET data",
      "body": "Median wages for animal caretakers (dog trainers) are $35,360 annually ($17.00 hourly) according to O*NET data\n\nWhat U.S. Department of Labor, O*NET Online actually says:\n\n“$17.00 hourly, $35,360 annual”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-2021.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, O*NET Online",
      "evidence_quote": "$17.00 hourly, $35,360 annual",
      "volatility": "medium",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "O*NET",
      "topic": "Median wages for animal caretakers (dog trainers) from O*NET data",
      "applies_to_country": "US",
      "applies_to_scope": "Animal caretakers occupation (includes dog trainers)",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "money.payout"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_training_approaches_rewards_based",
      "category": "Business",
      "title": "Rover: Rewards-based training definition and requirements",
      "summary": "Rewards-based training encourages dogs to offer desired behaviors by reinforcing behavior with treats, play, or toys; it prioritizes using the least intrusive intervention; promotes thinking rather than punishing mistakes",
      "body": "Rewards-based training encourages dogs to offer desired behaviors by reinforcing behavior with treats, play, or toys; it prioritizes using the least intrusive intervention; promotes thinking rather than punishing mistakes\n\nWhat Rover.com actually says:\n\n“Rewards-based training encourages dogs to offer desired behaviors by reinforcing the behavior with something the dog likes, including treats, play, or toys. Rewards-based training prioritizes using the least intrusive intervention; it promotes thinking rather than punishing mistakes.”",
      "source_type": "official",
      "source_link": "https://www.rover.com/dog-training/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com",
      "evidence_quote": "Rewards-based training encourages dogs to offer desired behaviors by reinforcing the behavior with something the dog likes, including treats, play, or toys. Rewards-based training prioritizes using the least intrusive intervention; it promotes thinking rather than punishing mistakes.",
      "volatility": "low",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Rewards-based training definition and requirements",
      "applies_to_country": "US",
      "applies_to_scope": "Training approach required for Rover trainers",
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "rules.content"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_session_prices_variety",
      "category": "Business",
      "title": "Various dog trainer session prices on Rover platform",
      "summary": "Rover dog trainer session prices vary widely from $70 per session to $500 per session depending on experience and location",
      "body": "Rover dog trainer session prices vary widely from $70 per session to $500 per session depending on experience and location\n\nWhat Rover.com Training Directory actually says:\n\n“$70 | $500 per session”",
      "source_type": "official",
      "source_link": "https://www.rover.com/training/search/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com Training Directory",
      "evidence_quote": "$70 | $500 per session",
      "volatility": "high",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Various dog trainer session prices on Rover platform",
      "applies_to_country": "US",
      "applies_to_scope": "Individual trainer pricing on Rover platform",
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "money.pricing"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_training_types_virtual",
      "category": "Business",
      "title": "Virtual dog training availability on Rover",
      "summary": "Rover offers virtual dog training as an option where trainers don't directly handle the dog",
      "body": "Rover offers virtual dog training as an option where trainers don't directly handle the dog\n\nWhat Rover.com actually says:\n\n“And if you prefer virtual training, that's an option, too!”",
      "source_type": "official",
      "source_link": "https://www.rover.com/dog-training/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com",
      "evidence_quote": "And if you prefer virtual training, that's an option, too!",
      "volatility": "low",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Virtual dog training availability on Rover",
      "applies_to_country": "US",
      "applies_to_scope": "Training format options on Rover",
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "access.signup"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_rover_training_locations_multiple",
      "category": "Business",
      "title": "Dog training location options on Rover",
      "summary": "Dog training on Rover can happen anywhere - trainer's home, client's home, park, store, or any location decided by trainer and client",
      "body": "Dog training on Rover can happen anywhere - trainer's home, client's home, park, store, or any location decided by trainer and client\n\nWhat Rover.com actually says:\n\n“Training can happen many places — your home, a park, a store, or anywhere else that you and your trainer decide is best for the training you are doing!”",
      "source_type": "official",
      "source_link": "https://www.rover.com/dog-training/",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "Rover.com",
      "evidence_quote": "Training can happen many places — your home, a park, a store, or anywhere else that you and your trainer decide is best for the training you are doing!",
      "volatility": "low",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "Rover",
      "topic": "Dog training location options on Rover",
      "applies_to_country": "US",
      "applies_to_scope": "Training location options on Rover",
      "tags": {
        "lane": "any",
        "stage": "choosing",
        "region": [
          "us"
        ],
        "platform": "rover",
        "topic": [
          "access.signup"
        ],
        "explicitness": "any"
      }
    },
    {
      "id": "learn_r1972_dog_trainer_platforms_onet_job_requirements_education",
      "category": "Business",
      "title": "O*NET: Education requirements for animal caretakers (dog trainers)",
      "summary": "64% of animal caretaker positions require a high school diploma or equivalent, 14% require an associate's degree or other 2-year degree, and 13% require a bachelor's degree",
      "body": "64% of animal caretaker positions require a high school diploma or equivalent, 14% require an associate's degree or other 2-year degree, and 13% require a bachelor's degree\n\nWhat U.S. Department of Labor, O*NET Online actually says:\n\n“64% responded: High school diploma or equivalent required”",
      "source_type": "official",
      "source_link": "https://www.onetonline.org/link/summary/39-2021.00",
      "last_verified": "2026-10-08",
      "reliability": "STRONG PRACTICE",
      "source_tier": "A",
      "source_publisher": "U.S. Department of Labor, O*NET Online",
      "evidence_quote": "64% responded: High school diploma or equivalent required",
      "volatility": "medium",
      "from_batch": "1972-dog-trainer-platforms",
      "subject": "O*NET",
      "topic": "Education requirements for animal caretakers (dog trainers)",
      "applies_to_country": "US",
      "applies_to_scope": "Education requirements for animal caretakers occupation (includes dog trainers)",
      "tags": {
        "lane": "any",
        "stage": "running",
        "region": [
          "us"
        ],
        "platform": "any",
        "topic": [
          "access.signup"
        ],
        "explicitness": "any"
      }
    }
  ]
}