What the AIs say
— best · 1 of 4 agree“Only Claude has placed TNF so far this snapshot — average rank #28.0 across 1 mention.”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank TNF's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
Only Claude has placed TNF so far this snapshot — average rank #28.0 across 1 mention.
Claude
#28.0
avg over 1 mention · best #28
Wins & misses?
Where it leads, where it lags.
TNF doesn't crack the top-10 in any tracked intent this snapshot. Lowest finish: #28 in Best Rain Jackets.
Top wins
TNF hasn’t cracked any top-10 list this snapshot.
Where it lags
Rank trajectory?
Weeks of movement.
Across 5 weeks of tracking: 3 intents steady, 1 climbed, 1 slipped. Biggest move: climbed 11 ranks in Best Softshell Jackets (now #16).
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.
Futurelight Summit Series GORE Jacket is the only TNF product the AI assistants have picked so far — showing up in 1 buyer question.
Traits?
The words the panel uses.
AI most often praises TNF for being "alpine" (1 mention) and "breathable" (1).
- alpine1
- breathable1
- lightweight1
- technical1
Rivals?
Who it competes against.
TNF's closest rival is Showers Pass — and TNF comes out ahead in 1 of 1 of the questions they both answer (100%).
- Showers Pass
Fashion & Footwear
TNF leads 1–0
Across 1 shared question
- Zpacks
Fashion & Footwear
TNF leads 1–0
Across 1 shared question
- Decathlon
Fashion & Footwear
TNF leads 1–0
Across 1 shared question
- L.L.Bean
Fashion & Footwear
L.L.Bean leads 1–0
Across 1 shared question
- Craft
Fashion & Footwear
Craft leads 1–0
Across 1 shared question
- Outdoor Research
Fashion & Footwear
Outdoor Research leads 1–0
Across 1 shared question
- Haglofs
Fashion & Footwear
Haglofs leads 1–0
Across 1 shared question
The recap
Where it stands today.
- FootprintAppears in 1 buying intent.
- TraitsMost often associated with “alpine” (1 mentions) and “breathable” (1).
- Top productFuturelight Summit Series GORE Jacket is the most-mentioned TNF product this snapshot.
- Closest rivalShowers Pass (1–0 across 1 shared intent).