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Geneo
AI Visibility Report
12/30/2025
Live Analysis:
ChatGPT_

AI Visibility Report for
HowdoIchoosetrailrunningshoesformuddyUKconditions

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Brand Performance Across AI Platforms
All 8 brands referenced across AI platforms for this prompt
INOV-8
10
0
Sentiment:
Score:95
Salomon
3
0
Sentiment:
Score:68
La Sportiva
2
0
Sentiment:
Score:65
4Hoka
2
0
Sentiment:
Score:62
5Merrell
1
0
Sentiment:
Score:61
Referenced Domains Analysis
All 14 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1irunfar.com faviconirunfar.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#2scarpa.co.uk faviconscarpa.co.uk
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#3runnersneed.com faviconrunnersneed.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#4inov8.com faviconinov8.com
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
#5sole-mate.uk faviconsole-mate.uk
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

2989 Characters

BRAND (9)

ASICs
Salomon
La Sportiva
Merrell
Hoka
INOV-8
The Run Testers
Scarpa
Nnormal

SUMMARY

Provides a structured educational approach focusing on four key factors: traction with deep lugs, waterproofing considerations including Gore-Tex membranes, proper fit with secure heel and roomy forefoot, and durability requirements. The response emphasizes safety, comfort, and performance as primary considerations for muddy UK trail conditions.

Perplexity

3052 Characters

BRAND (9)

ASICs
Salomon
La Sportiva
Merrell
Hoka
INOV-8
The Run Testers
Scarpa
Nnormal

SUMMARY

Delivers highly technical specifications with precise measurements, recommending 4-6mm deep lugs and specific rubber compounds like Vibram Megagrip. Provides detailed analysis of lug patterns, outsole materials, and upper construction while cautioning against full waterproofing in muddy conditions due to reduced breathability and mud retention.

Google AIO

1537 Characters

BRAND (9)

ASICs
Salomon
La Sportiva
Merrell
Hoka
INOV-8
The Run Testers
Scarpa
Nnormal

SUMMARY

Offers comprehensive practical advice emphasizing aggressive lugs over waterproofing for muddy conditions. Specifically mentions Inov-8 Mudclaw and TrailTalon models, discusses drainage versus waterproofing trade-offs, and includes practical maintenance tips like proper shoe cleaning after runs.

Strategic Insights & Recommendations

Dominant Brand

Inov-8 emerges as the most recommended brand across platforms, particularly highlighted by Google AIO with specific model recommendations and mentioned for superior traction technology.

Platform Gap

ChatGPT provides general educational guidance while Perplexity offers technical specifications and Google AIO focuses on specific product recommendations and practical application.

Link Opportunity

Perplexity provides the most comprehensive link coverage with 9 sources, while ChatGPT and Google AIO offer fewer reference points for further research.

Key Takeaways for This Prompt

All platforms agree that aggressive, deep lugs (4mm+) are essential for muddy UK trail conditions.

There's consensus that drainage often trumps waterproofing in extremely muddy conditions to prevent mud retention.

Inov-8 is consistently recommended across platforms as a top choice for muddy terrain performance.

Technical specifications vary significantly between platforms, with Perplexity providing the most detailed measurements and material recommendations.

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