An AI Visibility Study by Track My Visibility
Trackdown Report :
Gator-rc
Last Updated :
Analyzing how Gator RC, an RC aircraft ecommerce retailer, performs across AI-generated answers in the RC airplanes, aircraft parts, and accessories category.
🔥 Key Finding
Gator RC ranks #2 overall with 16% visibility, trailing Horizon Hobby's 23% by 7 percentage points. The brand dominates direct comparison queries but struggles in transactional and informational prompts where competitors appear instead.
16%
Overall Visibility
The Coverage Problem
1.2
Average Position
The Prominence Strength
#2
Competitive Rank
+71
Net Sentiment
Overwhelmingly Positive
AI Engine Performance Breakdown
Each Al engine reveals a different facet of the same authority gap
ChatGPT rewards specificity and direct brand mentions, ranking Gator RC #1 at position 1.33. The brand appears in 18% of responses with strong sentiment (+72), especially in comparison-driven queries.
Perplexity favors comprehensive product coverage and alternative options. Gator RC ranks #2 at position 1.0 with 14% visibility and +70 sentiment, but loses ground in broader discovery prompts.
Top 5 Prompts Where the Brand Was Not Visible
Prompt:
Brushless motor vs brushed for RC airplane upgrades
Prompt:
Where to find RC airplane sale deals online
Prompt:
Leading brands for scale warbird RC airplanes
Prompt:
Top RC jet brands for advanced pilots
Prompt:
Where can I buy RC airplane propellers
Prompt:
Top 5 Prompts Where the Brand Was Visible
Gator rc pattern aircraft vs other brands
Gator rc vs other RC airplane brands
Gator rc jets vs other RC jet brands
Gator rc scale warbirds vs other stores
Gator rc aircraft parts vs other stores
Top Competitors Frequently Mentioned
| Rank | Brand | Position | Visibility | Mentions |
|---|---|---|---|---|
| #1 |
|
1 | 23% | Appears in 23 responses |
| #2 |
|
1 | 16% | Appears in 16 responses |
| #3 |
|
1 | 16% | Appears in 16 responses |
| #4 |
|
2 | 4% | Appears in 4 responses |
| #5 |
|
- | 0% | Appears in 0 responses |
Content Infrastructure Gap Analysis
Where content investment is needed to match or exceed competitive benchmarks in the six dimensions that AI systems prioritize for brand mentions
- Top Competitors Average
- Brand’s Current State
Why These Gaps Exist
Transactional Query Visibility
Gator RC appears in only 50% of transactional prompts like 'where to buy' and 'sale deals,' while Horizon Hobby and Motion RC dominate. Competitors capture deals-focused traffic Gator RC misses.
Informational Content Absence
Zero visibility in how-to and educational prompts. Horizon Hobby and Motion RC provide guidance content that builds authority. Gator RC lacks educational positioning in AI responses.
Product Category Gaps
Gator RC missing from 'RC jet brands' and 'scale warbird' category prompts despite specializing in these. Motion RC and Horizon Hobby appear instead, capturing niche segment traffic.
Trust Signal Deficiency
No mentions in comparison or validation queries beyond direct brand-name searches. Competitors referenced for reliability and expertise. Gator RC lacks third-party validation signals in AI outputs.
Strategic Recommendations
Expand Transactional Content Strategy
- Create deal-focused landing pages for seasonal promotions.
- Optimize product pages for ‘where to buy’ and ‘sale’ keywords.
- Build comparison content vs. Horizon Hobby and Motion RC.
Develop Educational Authority Content
- Publish how-to guides for servo selection and propeller choice.
- Create RC jet and warbird buying guides for beginners.
- Build category explainers for performance upgrades and hardware.
Strengthen Perplexity Model Visibility
- Increase structured data markup for product schema.
- Publish comprehensive comparison articles vs. competitors.
- Build external backlinks from RC hobbyist communities.
Build Trust Signals and Validation
- Gather customer reviews and testimonials on product pages.
- Pursue mentions in RC hobby forums and expert reviews.
- Create case studies for specialized products like scale warbirds.
What This Study Teaches About AI Visibility
Brand-Named Queries Drive Dominance
Gator RC achieves 100% visibility in direct comparison prompts. Named queries reward established brand recognition and direct positioning.
Discovery Queries Favor Established Competitors
Horizon Hobby appears in 23% of all prompts vs. Gator RC's 16%. Broader discovery requires multi-channel authority beyond ecommerce presence.
Model Preference Splits Visibility
ChatGPT ranks Gator RC higher than Perplexity. Different AI engines reward different content types and authority signals differently.
Sentiment Stays Positive Across Models
Both models show +70 sentiment for Gator RC. Positive brand perception exists but visibility gaps prevent reach.
Niche Specialization Underutilized
Gator RC specializes in jets and warbirds but missing from category-specific queries. Niche expertise not reflected in AI positioning.
Methodology
Study Parameters:
Total Prompts
100 unique prompts tracked within TMV
AI Engines
ChatGPT, Perplexity
Time Window
Jun 3, 2026 to Jun 10, 2026
Category
RC airplanes, RC aircraft parts, RC accessories, hardware, servos, performance upgrades, scale warbirds, RC jets, pattern planes
Intent Mix
Commercial-heavy with supporting informational, comparison, and trust queries
Prompt Design:
- Each prompt mapped to one primary intent category (commercial, informational, comparison, trust/validation)
- Strong majority of non-branded prompts to test category authority vs brand recall
- Mix of release-focused and evergreen education questions mirroring natural AI usage
- Aligned with core themes: RC airplanes, RC aircraft parts, RC accessories, performance upgrades
Limitations:
- AI responses evolve over time; results represent a snapshot of current behavior
- Prompt selection influences visibility patterns; different prompt sets may yield different results
- Brand-controlled content changes can rapidly affect AI visibility
- Results specific to Ecommerce category; patterns may differ in other segments