Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Vivobarefoot without web search.
Measures what GPT-5 believes about Vivobarefoot from training alone, before any web search. We probe the model 5 times across 5 different angles and score 5 sub-signals.
High overlap with brand prompts shows Vivobarefoot is firmly in the model's "trail running shoe" category.
Unprompted recall on 15 high-volume discovery prompts, run 5 times each in pure recall mode (no web). Brands that surface here are baked into the model's training, not borrowed from live search.
| Discovery prompt | Volume | Appeared | Positions (5 runs) |
|---|---|---|---|
| What are the best trail running shoe brands? | 90 | 0/5 | — |
| Which trail running shoe brands are most popular? | 0 | 0/5 | — |
| What are the top trail running shoe brands for rough terrain? | 0 | 0/5 | — |
| What trail running shoe brands do serious runners recommend? | 0 | 0/5 | — |
| Which brands make the best trail running shoes for all terrain? | 0 | 0/5 | — |
| What are the most reliable trail running shoe brands? | 0 | 0/5 | — |
| What are the best trail running shoe brands for beginners? | 90 | 0/5 | — |
| Which trail running shoe brands have the best reputation? | 140 | 0/5 | — |
| What are the best trail running shoe brands for stability? | 140 | 0/5 | — |
| What trail running shoe brands are known for durability? | 0 | 0/5 | — |
| What are the best trail running shoe brands for technical trails? | 0 | 0/5 | — |
| Which trail running shoe brands are worth buying? | 0 | 0/5 | — |
| What are the most recommended trail running shoe brands for men? | 0 | 0/0 | — |
| What are the most recommended trail running shoe brands for women? | 0 | 0/0 | — |
| What are the best trail running shoe brands for long distance runs? | 0 | 0/0 | — |
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
Your LBA is low. The model has limited or no specific beliefs about your brand. Focus on authoritative third-party coverage: Wikipedia, industry-specific publications, founder interviews on podcasts with transcripts, and "best of" list articles.
+10 to +25 on LBA over 12-24 monthsYour Authority is low across category queries. Users asking about your category do not see you. Priority: get listed in "best of" and "top N" articles for your category on domains with strong training-data crawl presence.
+10 to +25 on AuthorityThe model does not recall your brand in category queries. Start with authoritative coverage and category-list inclusion. TOM moves slowly, tied to major model training cycles (typically 12-18 months).
+10 to +30 on TOM over 12-24 monthsOther brands in the Trail Running Shoes industry, ranked by overall AI Visibility Score.
Every score on this page is reproducible. Below is exactly what we ran and how we computed each number.
composite = ((LBA + 5)(Authority + 5)(TOM + 5))^(1/3) - 5. The floor keeps brands the model clearly recognises but doesn't yet recommend from collapsing to zero, while a single genuinely weak metric still pulls the composite down. Full methodology.
quality × meta × stability × share × recognition × 100. Each sub-signal is on a 0-1 scale. Read the full LBA methodology →
Analysis run on April 23, 2026 at 7:44 AM
Click a prompt to expand its responses. 60 total responses across 72 prompts.
Some of the best trail running shoe brands are:
If you want, I can also rank the best brands by terrain: mud, technical rocky trails, ultra-distance, or wide feet.
Top trail running shoe brands:
If you want, I can also rank the best brands by terrain: road-to-trail, technical mountains, muddy trails, or ultrarunning.
Some of the best trail running shoe brands are:
If you want, I can also narrow these down by wide feet, rocky trails, ultra distances, or budget.
Top trail running shoe brands are:
If you want the safest “best overall” picks: HOKA Speedgoat 6, Salomon Sense Ride 5, and Brooks Cascadia 17.
Some of the best trail running shoe brands are:
If you want, I can also rank the best brands by terrain: mud, rocky trails, long-distance, or wide feet.
The most popular trail running shoe brands are usually:
If you want, I can also rank them by best for beginners, technical trails, or ultra running.
Some of the most popular trail running shoe brands are:
If you want, I can also rank them by comfort, grip, durability, or best for beginners.
Some of the most popular trail running shoe brands are:
If you want, I can also rank them by best for comfort, technical trails, wide feet, or value.
The most popular trail running shoe brands are usually:
If you want, I can also rank them by:
Some of the most popular trail running shoe brands are:
If you want, I can also rank the best brands by trail type: easy trails, technical trails, muddy trails, or long-distance ultras.
Top trail running shoe brands for rough terrain:
If you want, I can also rank these by grip, stability, or best for ultra-distance.
For rough terrain, the top trail running shoe brands are:
If you want, I can also rank them by best grip, best for rocks, or best for muddy trails.
For rough terrain, the top trail running shoe brands are:
If you want the safest pick for very rugged, technical terrain: Salomon Speedcross 6, HOKA Speedgoat 6, or La Sportiva Jackal II.
For rough terrain, the top trail running shoe brands are:
If you want the best all-around choice for very rough, technical trails, I’d start with Salomon Speedcross 6, Hoka Speedgoat 6, or La Sportiva Bushido II.
Top trail running shoe brands for rough terrain:
If you want the best for rocky, technical terrain, I’d start with La Sportiva or Salomon. For cushion plus rough trails, Hoka Speedgoat 6 is a top pick.
Serious trail runners commonly recommend these brands:
If you want, I can narrow these down by terrain (rocky, muddy, technical, ultrarunning, etc.) or foot shape.
Serious trail runners often recommend these brands:
If you want the safest “serious runner” picks overall, I’d start with: Hoka Speedgoat 6, Salomon S/Lab Genesis, La Sportiva Bushido III, and Brooks Cascadia 17.
If you want, I can also narrow this down by:
Serious trail runners often recommend these brands:
If you want, I can also rank them by best for technical terrain, ultrarunning, or wide feet.
Serious trail runners often recommend these brands:
If you want the “most commonly trusted” picks, start with:
If you tell me your terrain (muddy, rocky, dry, long-distance, etc.) and foot shape, I can narrow it to the best 3.
Serious trail runners most often recommend these brands:
If you want the most “serious runner” picks by category:
If you want, I can narrow it down by wide feet, rocky trails, muddy trails, or ultramarathon use.
For all-terrain trail running shoes, the best brands are usually:
If you want one best overall pick for all terrain, I’d start with the Hoka Speedgoat, Brooks Cascadia, or Salomon Sense Ride.
Top brands for all-terrain trail running shoes:
If you want the best single all-terrain pick, I’d start with: Hoka Speedgoat 6, Brooks Cascadia 17, or Saucony Peregrine 14.
If you want, I can also narrow this down by wide feet, rocky trails, muddy trails, or long-distance comfort.
Top brands for all-terrain trail running shoes:
Great cushioning + grip for mixed terrain.
Excellent lockdown and aggressive traction.
Best if you want precision on technical trails.
Stable, versatile, and very reliable on varied ground.
Good “one-shoe” option for road-to-trail and moderate trails.
Great if you like a wide toe box and natural feel.
Light, fast, and very capable on rough terrain.
Premium build, excellent durability and grip.
If you want the best all-around pick, I’d start with:
If you want, I can narrow it down by foot shape, terrain, and budget.
Top trail-running brands for all-terrain use:
If you want the best all-around choice, I’d start with:
If you want, I can also narrow this down by wide feet, muddy trails, rocky terrain, or long-distance comfort.
Top trail-running shoe brands for all-terrain use:
If you want the best all-around picks, start with:
If you tell me your terrain (mud, rocks, hardpack, mountain trails) and whether you want cushioned vs. fast/light, I can narrow it to the best 3.
The most reliable trail running shoe brands are usually:
If you want the safest all-around bets, I’d start with Salomon Speedgoat 6, Brooks Cascadia 17, or Saucony Peregrine 14.
If you want, I can also rank them by durability, comfort, or best for wet/muddy trails.
The most reliable trail running shoe brands are usually:
If you want the safest “buy once, trust it” picks, I’d start with:
If you tell me your terrain (mud, rocky, hardpack) and whether you want wide or narrow fit, I can narrow it to the best 3 shoes.
The most reliable trail running shoe brands are usually:
If you want the safest “buy once, trust it” picks, I’d start with:
If you tell me your terrain (mud, rocks, long runs, etc.), I can narrow it to the best 2–3.
The most reliable trail running shoe brands are usually:
If you want the safest “reliable” picks, I’d start with:
If you tell me your terrain (muddy, rocky, dry, mountains) and whether you want cushioning or speed, I can narrow it to the best 2–3.
The most reliable trail running shoe brands are usually:
If you want the safest “buy once, trust it” picks, I’d start with: Brooks Cascadia 17, Salomon Genesis, or La Sportiva Bushido III.
If you want, I can also rank them by durability, comfort, or best for technical trails.
For beginners, the best trail running shoe brands are usually the ones that balance comfort, grip, and durability without feeling too aggressive:
If you want the safest beginner picks, I’d start with:
If you tell me your budget, foot width, and whether you run mostly smooth trails or rocky/muddy ones, I can narrow it down.
For beginners, the best trail running shoe brands are usually the ones that balance comfort, grip, and durability without feeling too aggressive.
If you want, I can also recommend the best beginner shoe based on your foot shape, terrain, and budget.
For beginners, the best trail running shoe brands are usually the ones with comfortable fit, good cushioning, and reliable grip rather than ultra-technical racing features.
If you want, I can also recommend the best trail shoes based on your foot shape, budget, or terrain.
For beginners, the best trail running shoe brands are usually the ones that balance comfort, grip, and durability without feeling too aggressive:
Best overall for most beginners: Brooks Cascadia 17, Hoka Challenger 7, or ASICS Gel-Trabuco 12.
If you want, I can also recommend the best pair based on your foot shape, trail type, and budget.
For beginners, the best trail running shoe brands are usually the ones that make comfortable, forgiving, and durable shoes with good grip:
Best overall beginner picks:
If you want, I can also recommend the best beginner trail shoes for wide feet, flat feet, or muddy trails.
Some of the best-reputed trail running shoe brands are:
If you want, I can narrow this down by best for technical trails, long-distance comfort, wide feet, or muddy conditions.
The trail running brands with the strongest reputations are usually:
If you want the “best reputation” overall, Salomon, Hoka, and La Sportiva are usually at the top depending on the terrain and style.
If you want, I can also give you the best trail shoe brands by use case (mud, long distances, rocky mountains, beginner-friendly, wide feet).
Top trail-running shoe brands with the best reputation:
If you want, I can also rank them by:
Some of the best-reputed trail running shoe brands are:
If you want the safest “best overall reputation” picks, I’d start with:
If you want, I can also rank them by:
The brands with the strongest trail-running reputation are:
If you want, I can also rank them by best for beginner, best for technical trails, or best value.
Best trail running shoe brands for stability:
If you want the most stable overall, I’d start with Brooks Cascadia, HOKA Stinson, or ASICS GEL-Trabuco.
If you want, I can also rank them by best for overpronation, wide feet, or technical trails.
For trail-running stability, the best brands are usually:
If you want the most stability overall, I’d shortlist:
If you want, I can also narrow this down by foot shape, terrain, or whether you need mild vs maximum stability.
For trail-running stability, the best brands are usually:
If you want the most stable overall, start with Salomon XA Pro 3D v9, Brooks Cascadia 18, and La Sportiva Bushido III.
If you want, I can also narrow this down by:
For trail running stability, the best brands are usually:
If you want the most stable overall, I’d look first at:
If you tell me your foot type (neutral/overpronation), terrain (smooth vs technical), and whether you want more cushion or more ground feel, I can narrow it to the best 2–3 options.
Top trail running shoe brands for stability:
If you want the best all-around stable trail shoe, I’d start with:
If you tell me your foot type, terrain, and whether you want max cushioning or a firmer feel, I can narrow it to the best 2–3.
For durability, these trail shoe brands are commonly well-regarded:
If you want the most “bombproof” feel, La Sportiva and Salomon are often top picks. For a more cushioned durable option, Brooks Cascadia and Saucony Xodus Ultra are solid.
If you want, I can narrow it down by:
A few trail shoe brands that are generally known for durability:
If you want the most consistently durable picks, I’d start with:
If you tell me your terrain (rocky, muddy, mixed) and whether you want max cushioning or a firm/precise feel, I can narrow it down.
For durability, these trail shoe brands are especially well-regarded:
If you want the most bombproof options, I’d start with La Sportiva and Salomon.
For durability, these trail shoe brands are consistently well-regarded:
If you want the most “tough-as-nails” reputation, Salomon and La Sportiva are usually the safest bets. If you tell me your terrain (rocky, muddy, desert, technical, etc.), I can narrow it to the most durable model.
Brands known for durable trail shoes:
If durability is your top priority, I’d start with La Sportiva, Salomon, and Brooks Cascadia. They’re often the best bet for tough uppers and long-lasting outsoles.
For technical trails (rocks, roots, steep terrain), the best trail running shoe brands are usually:
Best overall for technical trails:
If you want, I can also give you the best brand/model by foot shape (narrow, wide, high-volume) or by terrain type (wet rock, mud, mountains, ultras).
For technical trails (rocks, roots, steep descents, muddy/uneven terrain), the most consistently strong brands are:
If you want the best overall for technical trails, I’d start with:
If you want, I can narrow it down by foot shape, terrain type, or whether you want cushioning vs. ground feel.
For technical trails, the best trail running shoe brands are usually:
If you want the best overall for technical terrain, I’d start with:
If you want, I can also narrow this down by foot shape, cushioning level, or whether your trails are rocky, muddy, or steep.
For technical trails (rocky, rooty, steep, wet), the best trail-running brands are usually:
If you want the top 3 most technical-trail-focused, I’d pick:
If you tell me your terrain (wet mud, alpine rock, mixed mountain, etc.) and whether you want max cushion or ground feel, I can narrow it down.
For technical trails, the best brands are usually:
If you want the best overall for technical trails, I’d start with:
If you tell me your terrain—rocky, muddy, steep, or long mountain runs—I can narrow it to the best 3 picks.
The trail shoe brands most worth buying are usually:
If you want the safest “buy once, wear a lot” picks:
If you tell me your terrain (muddy, rocky, dry, long-distance, etc.) and whether you want cushion or speed, I can narrow it to 3 best options.
Yes—these trail shoe brands are generally worth buying:
If you want the safest picks overall: Hoka Speedgoat 6, Salomon Sense Ride 5, Brooks Cascadia 17, and Saucony Peregrine 14.
If you tell me your terrain and whether you want cushion vs speed, I can narrow it to 3 best options.
A few trail running shoe brands are consistently worth buying:
If you want the safest “best buys” for most runners: Hoka Speedgoat 6, Salomon Speedcross 6, Brooks Cascadia 18, Saucony Peregrine 14, Altra Lone Peak 8.
If you tell me your trail type (muddy, rocky, long-distance, wide feet, etc.), I can narrow it to the best 2–3.
A few trail running shoe brands are consistently worth buying:
If you want the safest “buy this first” picks:
If you tell me your terrain (muddy, rocky, dry, long-distance, etc.), I can narrow it to 3 best options.
Good trail shoe brands worth buying:
If you want the safest “buy without overthinking” picks:
If you tell me your terrain (muddy, rocky, dry, long distance, etc.), I can narrow it to the best 2–3.