{"data":[{"slug":"teachworks","name":"Teachworks","tagline":"Management software for education businesses to streamline scheduling, billing, and operations","homepage":"https://www.teachworks.com","category":{"slug":"tutoring-management","name":"Tutoring Management"},"vendor":null,"score":{"composite":76,"confidence":0.37,"confidenceBand":"low","breakdown":{"price_level":{"value":50,"weight":0.052,"present":true,"contribution":2.6},"reliability":{"value":0,"weight":0.073,"present":false,"contribution":0},"capabilities":{"value":81.2,"weight":0.04877777777777778,"present":true,"contribution":4},"integrations":{"value":53.2,"weight":0.04066666666666666,"present":true,"contribution":2.2},"security_posture":{"value":0,"weight":0.073,"present":false,"contribution":0},"pricing_transparency":{"value":100,"weight":0.084,"present":true,"contribution":8.4}},"computedAt":"2026-09-01T12:12:37.473Z","stale":false},"uri":"https://www.vioscale.ai/software/teachworks"},{"slug":"vcita","name":"Vcita","tagline":"Integrated business management platform that handles client relationships, scheduling, payments, and team coordination","homepage":"https://www.vcita.com","category":{"slug":"tutoring-management","name":"Tutoring Management"},"vendor":null,"score":{"composite":61.2,"confidence":0.56,"confidenceBand":"medium","breakdown":{"price_level":{"value":50,"weight":0.052,"present":true,"contribution":2.6},"reliability":{"value":0,"weight":0.073,"present":false,"contribution":0},"capabilities":{"value":45.8,"weight":0.04877777777777778,"present":true,"contribution":2.2},"integrations":{"value":32,"weight":0.04066666666666666,"present":true,"contribution":1.3},"security_posture":{"value":80,"weight":0.073,"present":true,"contribution":5.8},"pricing_transparency":{"value":75,"weight":0.084,"present":true,"contribution":6.3}},"computedAt":"2026-09-01T12:09:54.537Z","stale":false},"uri":"https://www.vioscale.ai/software/vcita"},{"slug":"jackrabbit-class","name":"Jackrabbit Class","tagline":"Cloud-based class management and billing software for youth activity centers","homepage":"https://www.jackrabbittech.com","category":{"slug":"tutoring-management","name":"Tutoring Management"},"vendor":null,"score":{"composite":45,"confidence":0.07,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":0.052,"present":false,"contribution":0},"reliability":{"value":45,"weight":0.073,"present":true,"contribution":3.3},"capabilities":{"value":0,"weight":0.04877777777777778,"present":false,"contribution":0},"integrations":{"value":0,"weight":0.04066666666666666,"present":false,"contribution":0},"security_posture":{"value":0,"weight":0.073,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":0.084,"present":false,"contribution":0}},"computedAt":"2026-09-01T13:13:00.135Z","stale":false},"uri":"https://www.vioscale.ai/software/jackrabbit-class"},{"slug":"lessonspace","name":"Lessonspace","tagline":"Virtual classroom platform for online tutoring with video conferencing and interactive collaboration","homepage":"https://www.thelessonspace.com","category":{"slug":"tutoring-management","name":"Tutoring Management"},"vendor":null,"score":{"composite":20.4,"confidence":0.25,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":0.052,"present":false,"contribution":0},"reliability":{"value":0,"weight":0.073,"present":false,"contribution":0},"capabilities":{"value":45.8,"weight":0.04877777777777778,"present":true,"contribution":2.2},"integrations":{"value":32,"weight":0.04066666666666666,"present":true,"contribution":1.3},"security_posture":{"value":0,"weight":0.073,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":0.084,"present":true,"contribution":0}},"computedAt":"2026-09-01T13:13:15.592Z","stale":false},"uri":"https://www.vioscale.ai/software/lessonspace"}],"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-09-01T14:51:25.858Z","disclaimer":"Independent, evidence-based. Every fact carries provenance.","profile":"balanced","weights":{"price_level":0.052,"reliability":0.073,"capabilities":0.084,"repo_stars":0.026,"integrations":0.157,"dependent_projects":0.063,"dev_activity":0.094,"release_cadence":0.052,"security_posture":0.073,"package_downloads":0.136,"security_score":0.042,"pricing_transparency":0.084,"community_qa_activity":0.063}}}