Software & Digital Services
its home category
What the AIs say
#53 best · 4 of 6 agree“ChatGPT ranks MUBI highest (avg #13.0 over 1 mention); Perplexity is the most sceptical (#29.0).”
synthesised · the AI panel
Act one
What the machines think.
Several AI models read the whole category and rank MUBI's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
ChatGPT ranks MUBI highest (avg #13.0 over 1 mention); Perplexity is the most sceptical (#29.0).
ChatGPT
#13.0
avg over 1 mention · best #13
Gemini
#20.0
avg over 1 mention · best #20
Claude
#24.0
avg over 1 mention · best #24
Perplexity
#29.0
avg over 1 mention · best #29
The words the panel uses
AI most often praises MUBI for being "indie" (2 mentions) and "cinema" (1).
- indie2
- cinema1
- critics1
- curated1
- curated arthouse1
- curated films1
- curation1
- film-festival1
- indie films1
- arthouse1
- rotating catalog1
Wins & misses?
Where it leads, where it lags.
Rank trajectory?
Weeks of movement.
Across 3 weeks of tracking: 0 intents steady, 1 climbed, 0 slipped. Biggest move: climbed 10 ranks in Best Video Streaming Services (now #13).
Act three
The lineup, ranked.
Every MUBI product with its AI rank — reviewer verdicts join the board as coverage lands.
The lineup, reconciled?
Every product — both verdicts.
MUBI Subscription is MUBI's most-recommended product, ranking across 2 buyer questions, with Mubi close behind.
Rivals?
Who it competes against.
MUBI's closest rival is Panasonic — and MUBI comes out ahead in 1 of 1 of the questions they both answer (100%).
- PanasonicSoftware & Digital ServicesMUBI leads 1–0 · 1 shared · 1 categoryCompare
- PhilipsSoftware & Digital ServicesMUBI leads 1–0 · 1 shared · 1 categoryCompare
- MetaSoftware & Digital ServicesMUBI leads 1–0 · 1 shared · 1 categoryCompare
- MicrosoftSoftware & Digital ServicesMUBI leads 1–0 · 1 shared · 1 categoryCompare
- SlingSoftware & Digital ServicesMUBI leads 1–0 · 1 shared · 1 categoryCompare
- PhiloSoftware & Digital ServicesMUBI leads 1–0 · 1 shared · 1 categoryCompare
- The Roku ChannelSoftware & Digital ServicesMUBI leads 1–0 · 1 shared · 1 categoryCompare
The recap
Where it stands today.
- FootprintStrongest in Software & Digital Services (best single-question rank #13), across 1 buying intent.
- AI verdictChatGPT ranks MUBI highest (avg #13.0); Perplexity most sceptical (#29.0).
- TraitsMost often associated with “indie” (2 mentions) and “cinema” (1).
- Top productMUBI Subscription is the most-mentioned MUBI product this snapshot.
- Closest rivalPanasonic (1–0 across 1 shared intent).
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