Service Recommendation Test
This page helps you test and understand how the service recommendation algorithm works. The recommendation logic prioritizes services with the most unwatched shows in your watchlist.
Current Recommendation
Recommended Service
Max (HBO) - $11.99/month
This service has the most unwatched shows in your watchlist from services you're not currently subscribed to.
20
Unwatched Shows
2
Active Subscriptions
5
Available Services
Unwatched Shows by Service
| Service | Subscription Status | Unwatched Shows | Price | Recommendation Impact |
|---|---|---|---|---|
| Apple TV+ | Not Subscribed | 0 | $12.99 | No shows to watch |
| Disney+ | Subscribed | 0 | FREE | Already subscribed |
| Hulu | Not Subscribed | 0 | FREE | No shows to watch |
| Max (HBO) | Not Subscribed | 1 | FREE | 1 show(s) available |
| Netflix | Subscribed | 0 | FREE | Already subscribed |
| Paramount+ | Not Subscribed | 0 | FREE | No shows to watch |
| Peacock Premium | Not Subscribed | 0 | FREE | No shows to watch |
How the Recommendation Algorithm Works
- Check Current Subscriptions: First, the algorithm checks if you have unwatched shows on services you're already subscribed to.
- Prioritize Existing: If you have unwatched content on subscribed services, no new service is recommended.
- Find Best Value: If no unwatched content exists on subscribed services, it looks at unsubscribed services.
- Count Shows: For each unsubscribed service, it counts how many unwatched shows from your watchlist are available.
- Recommend Top Service: The service with the most unwatched shows is recommended.
- Handle Ties: If multiple services have the same number of shows, preference is given to cheaper services.
Tips for Better Recommendations:
- Add more shows to your watchlist to get better recommendations
- Mark shows as watched when you finish them
- Update your subscription status for accurate recommendations
- Remove services you're not interested in to focus recommendations