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Trackdown Report

CATEYE: AI Visibility Report

CATEYE ranks #4 with 14% visibility, tied with Trek but trailing Garmin by 31 percentage points. The brand appears in lights-focused queries but misses GPS computer and sensor comparisons where Garmin dominates.

AI Visibility

14%

Prompt coverage

14

/

50

Net Sentiment

+71

#1. How often does AI mention me?

This breaks down your brand visibility in AI, showing summary of mentions and citations.

Overall Visibility

Share of tracked prompts where you appear at all

AI Visibility Breakdown by Prompt

Ranked #1 · Mentioned · Not mentioned

Ranked #1 4 8%
Mentioned 10 20%
Not mentioned 40 80%

Your biggest issue is not ranking lower; it's being absent from the majority of conversations happening in your category.

#2. Where do I stand vs competitors?

A head-to-head look at how your brand and competitors appear across AI answers.

#1
Garmin - 45%
#2
lezyne - 26%
#3
Trekbikes - 14%
#4
CATEYE - 14%
#5
wahoofitness - 5%

Three brands rank above you, but your position can still improve with the right visibility work.

Stay ahead of your competitors

One AI answer can shift the buyer’s choice. Get an alert the moment a competitor overtakes you on a prompt, so you react in days, not after losing a quarter of buyers to them.

#3. Which AI platforms cite me the most?

A platform-by-platform look at how visible your brand is across AI platforms

ChatGPT - 18%
Perplexity -10%

#4. Branded vs category prompt visibility

A look at how your brand performs in branded versus category searches.

Branded Prompts

0 prompts · visibility 0%

Non-branded (category) prompts

50 prompts · visibility 14%
Your brand appears in 14% of category prompts. This shows how often AI mentions or recommends you when buyers search by product, need, or category rather than by brand name.

The actual questions your customers ask AI

A sample of tracked prompts and whether your brand showed up

Invisible Here
Alternatives to high-end gps bike computers
long battery life bike sensors
cycling sensors with replaceable batteries
Alternatives to expensive cycling headlights
Alternatives to magnet-based bike sensors
Visible Here
Which brands make rechargeable bike lights with fast charging
Best Bike Lights for Commuting: Front and Rear Options
Where to find cycling lights and computers for e-bikes
Which brands make motion sensitive rear bike lights

Find the prompts that matter most for your brand

Generate relevant buyer questions across branded, category, comparison, and discovery searches, so you can track the prompts that actually influence visibility.

#5. How AI describes your brand?

See whether AI mentions your brand in a positive, neutral, or negative context.

+71
Mostly positive

This is working in your favor


A sentiment score here means AI is representing your brand well. The impression buyers are getting is a positive one. Now it is about making sure that impression gets stronger and reaches more people.

#6. Visibility gaps behind your AI performance

This shows which content and trust signals may be limiting how often AI cite your brand.

You
Top competitors avg

Where the gaps are

The specific signals limiting your AI visibility
GPS Computer Positioning

Absent from high-intent GPS bike computer queries where Garmin and Wahoo lead.

Battery Life Messaging

Competitors emphasize long battery and replaceable batteries; CATEYE underrepresented.

Beginner-Friendly Framing

Missing from setup and ease-of-use prompts dominated by Garmin.

Budget Alternative Narrative

Not positioned as affordable option against premium headlight brands.

Knowing the gap is step one. Closing it is next.

Prioritize the content, source, and page-level actions most likely to improve how AI understands and includes your brand.

#7. Where does AI pull information?

The sources AI relies on most often when answering the buyer questions in this report.

Where AI looks

Top sources cited for your category

Reddit
Cited in 47 Answers
Domain Rating 95
Bikeforums
Cited in 33 Answers
Domain Rating 58
Youtube
Cited in 31 Answers
Domain Rating 99
Co.uk
Cited in 34 Answers
Domain Rating 75
Bikeradar
Cited in 25 Answers
Domain Rating 77

Source types

Of all citations AI uses, who owns the sites it pulls from

Your site 0 0.00%
Competitor sites 12 1.24%
Other 958 98.76%

Only 0.00% of AI citations reference your website as a source. Most citations point toward third-party sources where your brand barely appears. Getting featured there can help you show up in more AI answers.

Be the source AI trusts

Identify the pages, publishers, reviews, and communities most likely to influence how AI answers your target prompts, take inspiration, and grow your AI search visibility.

#8. What should you prioritize next?

A focused action plan based on the biggest opportunities found in your AI visibility report.

Your Roadmap

Ordered by what moves visibility fastest

Expand GPS Computer Content

Create comparison content positioning CATEYE cycle computers against Garmin alternatives.

Highlight Battery Performance

Develop guides emphasizing long battery life and replaceable battery features.

Target Beginner Segment

Produce setup guides and beginner-friendly product pages for easy installation.

Build Value Positioning

Create content framing CATEYE as premium-quality yet affordable lighting solution.

You're one step away from tracking this everyday.

This is a free one-week AI visibility snapshot for your brand. Inside Track My Visibility, you’ll see these data points update daily, across every engine, with alerts the moment a competitor moves ahead.

How we measured this

Study Parameters:

Total Prompts

100 unique prompts tracked within TMV

AI Engines

ChatGPT, Perplexity

Time Window

May 12, 2026 to May 19, 2026

Category

cycle computers, bicycle headlights, safety lights, bike accessories, cycling gear

Intent Mix

Commercial-heavy with supporting informational, comparison, and trust queries