What the AIs say
— best · 1 of 4 agree“Only perplexity has placed MDacne so far this snapshot — average rank #29.0 across 1 mention.”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank MDacne's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
Only perplexity has placed MDacne so far this snapshot — average rank #29.0 across 1 mention.
perplexity
#29.0
avg over 1 mention · best #29
Wins & misses?
Where it leads, where it lags.
MDacne doesn't crack the top-10 in any tracked intent this snapshot. Lowest finish: #29 in Best Acne Treatments.
Top wins
MDacne hasn’t cracked any top-10 list this snapshot.
Where it lags
Act three · ★ new
Do they agree?
Put the two verdicts side by side — every product with its AI rank and its reviewer score — and see where the machines and the buyers line up, and where they don't.
The lineup, reconciled?
Every product — both verdicts.
Personalized Acne Treatment System (2026 AI-Updated Formula) is the only MDacne product the AI assistants have picked so far — showing up in 1 buyer question.
Traits?
The words the panel uses.
AI most often praises MDacne for being "app-guided" (1 mention) and "customized regimen" (1).
- app-guided1
- customized regimen1
- hormonal acne focus1
Rivals?
Who it competes against.
MDacne's closest rival is The Inkey List — and MDacne comes out ahead in 1 of 1 of the questions they both answer (100%).
- The Inkey List
Beauty & Personal Care
MDacne leads 1–0
Across 1 shared question
- Winlevi
Beauty & Personal Care
Winlevi leads 1–0
Across 1 shared question
- Neutrogena
Beauty & Personal Care
Neutrogena leads 1–0
Across 1 shared question
- Droplette
Beauty & Personal Care
Too close to call
Across 1 shared question · 1 tied
- AcneFree
Beauty & Personal Care
AcneFree leads 1–0
Across 1 shared question
- Obagi Medical
Beauty & Personal Care
Obagi Medical leads 1–0
Across 1 shared question
- Clindamycin Phosphate
Beauty & Personal Care
Clindamycin Phosphate leads 1–0
Across 1 shared question
The recap
Where it stands today.
- FootprintAppears in 1 buying intent.
- TraitsMost often associated with “app-guided” (1 mentions) and “customized regimen” (1).
- Top productPersonalized Acne Treatment System (2026 AI-Updated Formula) is the most-mentioned MDacne product this snapshot.
- Closest rivalThe Inkey List (1–0 across 1 shared intent).