{"data":[{"slug":"optisigns","name":"OptiSigns","tagline":"Easy-to-use platform for managing digital displays across multiple screens","homepage":"https://optisigns.com","category":{"slug":"digital-signage","name":"Digital Signage"},"vendor":null,"score":{"composite":72.5,"confidence":0.55,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":0.052,"present":true,"contribution":4.2},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":96,"weight":0.04,"present":true,"contribution":3.8},"integrations":{"value":62.7,"weight":0.048,"present":true,"contribution":3},"security_posture":{"value":45,"weight":0.063,"present":true,"contribution":2.8},"pricing_transparency":{"value":100,"weight":0.084,"present":true,"contribution":8.4}},"computedAt":"2026-09-09T12:40:32.404Z","stale":false},"uri":"https://www.vioscale.ai/software/optisigns"},{"slug":"screencloud","name":"ScreenCloud","tagline":"Software for deploying and managing content across multiple screens","homepage":"https://screencloud.com","category":{"slug":"digital-signage","name":"Digital Signage"},"vendor":{"name":"ScreenCloud, Inc.","primaryDomain":null},"score":{"composite":59.3,"confidence":0.57,"confidenceBand":"medium","breakdown":{"price_level":{"value":50,"weight":0.052,"present":true,"contribution":2.6},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":81.2,"weight":0.04,"present":true,"contribution":3.2},"integrations":{"value":54.9,"weight":0.048,"present":true,"contribution":2.6},"security_posture":{"value":45,"weight":0.063,"present":true,"contribution":2.8},"pricing_transparency":{"value":75,"weight":0.084,"present":true,"contribution":6.3}},"computedAt":"2026-09-04T22:27:13.731Z","stale":false},"uri":"https://www.vioscale.ai/software/screencloud"},{"slug":"novisign","name":"NoviSign","tagline":"Cloud-based digital signage software for designing, scheduling, and remotely distributing content to displays","homepage":"https://www.novisign.com","category":{"slug":"digital-signage","name":"Digital Signage"},"vendor":null,"score":{"composite":57.9,"confidence":0.56,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":0.052,"present":true,"contribution":4.2},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":81.2,"weight":0.04,"present":true,"contribution":3.2},"integrations":{"value":100,"weight":0.048,"present":true,"contribution":4.8},"security_posture":{"value":45,"weight":0.063,"present":true,"contribution":2.8},"pricing_transparency":{"value":25,"weight":0.084,"present":true,"contribution":2.1}},"computedAt":"2026-09-09T12:40:12.085Z","stale":false},"uri":"https://www.vioscale.ai/software/novisign"},{"slug":"yodeck","name":"Yodeck","tagline":"Simplified platform for managing content on digital displays","homepage":"https://www.yodeck.com","category":{"slug":"digital-signage","name":"Digital Signage"},"vendor":null,"score":{"composite":57.9,"confidence":0.3,"confidenceBand":"low","breakdown":{"price_level":{"value":80,"weight":0.052,"present":true,"contribution":4.2},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":0,"weight":0.04,"present":false,"contribution":0},"integrations":{"value":22.4,"weight":0.048,"present":true,"contribution":1.1},"security_posture":{"value":0,"weight":0.063,"present":false,"contribution":0},"pricing_transparency":{"value":80,"weight":0.084,"present":true,"contribution":6.7}},"computedAt":"2026-09-01T22:32:19.024Z","stale":false},"uri":"https://www.vioscale.ai/software/yodeck"},{"slug":"mvix","name":"Mvix","tagline":"Cloud-based digital signage platform for managing content and displays across distributed locations","homepage":"https://mvixusa.com","category":{"slug":"digital-signage","name":"Digital Signage"},"vendor":null,"score":{"composite":52.6,"confidence":0.55,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":0.052,"present":true,"contribution":4.2},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":91.6,"weight":0.04,"present":true,"contribution":3.6},"integrations":{"value":26,"weight":0.048,"present":true,"contribution":1.2},"security_posture":{"value":65,"weight":0.063,"present":true,"contribution":4.1},"pricing_transparency":{"value":25,"weight":0.084,"present":true,"contribution":2.1}},"computedAt":"2026-09-01T22:32:18.759Z","stale":false},"uri":"https://www.vioscale.ai/software/mvix"},{"slug":"signagelive","name":"Signagelive","tagline":"","homepage":"https://signagelive.com","category":{"slug":"digital-signage","name":"Digital Signage"},"vendor":{"name":"Navori Labs","primaryDomain":null},"score":{"composite":49.1,"confidence":0.15,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":0.052,"present":false,"contribution":0},"reliability":{"value":50,"weight":0.063,"present":true,"contribution":3.2},"capabilities":{"value":0,"weight":0.04,"present":false,"contribution":0},"integrations":{"value":0,"weight":0.048,"present":false,"contribution":0},"security_posture":{"value":45,"weight":0.063,"present":true,"contribution":2.8},"pricing_transparency":{"value":0,"weight":0.084,"present":false,"contribution":0}},"computedAt":"2026-09-05T16:23:49.116Z","stale":false},"uri":"https://www.vioscale.ai/software/signagelive"},{"slug":"raydiant","name":"Raydiant","tagline":"Digital experience management platform for retail and hospitality locations","homepage":"https://www.raydiant.com","category":{"slug":"digital-signage","name":"Digital Signage"},"vendor":null,"score":{"composite":46.8,"confidence":0.13,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":0.052,"present":false,"contribution":0},"reliability":{"value":49.5,"weight":0.063,"present":true,"contribution":3.1},"capabilities":{"value":0,"weight":0.04,"present":false,"contribution":0},"integrations":{"value":27.4,"weight":0.048,"present":true,"contribution":1.3},"security_posture":{"value":5,"weight":0.063,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":0.084,"present":false,"contribution":0}},"computedAt":"2026-09-05T16:23:18.171Z","stale":false},"uri":"https://www.vioscale.ai/software/raydiant"},{"slug":"fugo","name":"Fugo","tagline":"Build and manage multi-zone digital displays from one integrated design platform","homepage":"https://www.fugo.ai","category":{"slug":"digital-signage","name":"Digital Signage"},"vendor":null,"score":{"composite":43.5,"confidence":0.58,"confidenceBand":"medium","breakdown":{"price_level":{"value":0,"weight":0.052,"present":false,"contribution":0},"reliability":{"value":45,"weight":0.063,"present":true,"contribution":2.8},"capabilities":{"value":96,"weight":0.04,"present":true,"contribution":3.8},"integrations":{"value":45.8,"weight":0.048,"present":true,"contribution":2.2},"security_posture":{"value":60,"weight":0.063,"present":true,"contribution":3.8},"pricing_transparency":{"value":0,"weight":0.084,"present":true,"contribution":0}},"computedAt":"2026-09-09T12:37:50.815Z","stale":false},"uri":"https://www.vioscale.ai/software/fugo"}],"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-09-16T17:09:16.110Z","disclaimer":"Independent, evidence-based. Every fact carries provenance.","profile":"balanced","weights":{"price_level":0.052,"reliability":0.063,"capabilities":0.168,"repo_stars":0.026,"integrations":0.094,"dependent_projects":0.063,"dev_activity":0.094,"release_cadence":0.052,"security_posture":0.063,"package_downloads":0.136,"security_score":0.042,"pricing_transparency":0.084,"community_qa_activity":0.063}}}