An AI Visibility Study by Track My Visibility
Trackdown Report :
Grassroots Fabric Pots
Last Updated :
Analyzing how Grassroots Fabric Pots, an ecommerce fabric pot and grow container brand, performs across AI-generated answers in the gardening supplies category.
🔥 Key Finding
Grassroots ranks #2 overall with 8% visibility, trailing Smart Pots by 2 percentage points. The brand appears in 5 of 10 tracked prompts where it's mentioned, but misses 18 high-intent transactional queries. Strongest performance comes in direct comparison and living soil-focused prompts.
8%
Overall Visibility
The Coverage Problem
1
Average Position
The Prominence Strength
#2
Competitive Rank
+80
Net Sentiment
Overwhelmingly Positive
AI Engine Performance Breakdown
Each Al engine reveals a different facet of the same authority gap
ChatGPT rewards direct brand comparisons and organic gardening authority. Grassroots appears in 2 of 3 prompts where it wins, with +83.75 sentiment, indicating strong brand messaging alignment.
Perplexity favors product-specific queries and size/variety comparisons. Grassroots ranks #1 in 3 prompts here with +76.25 sentiment, but misses broader container and amendment searches.
Top 5 Prompts Where the Brand Was Not Visible
Prompt:
Fabric pots vs plastic pots for root health
Prompt:
Where to buy organic gardening containers online
Prompt:
shops selling garden amendments for containers
Prompt:
Shops where I can buy reusable garden pots
Prompt:
Where to buy cannabis grow gear online
Prompt:
Top 5 Prompts Where the Brand Was Visible
Grassrootsfabricpots vs other cannabis grow gear brands
Grassrootsfabricpots vs other fabric grow pot brands
Best brands for organic gardening containers
Stores offering pots designed for living soil growers
Which brands sell fabric grow pots in multiple sizes
Top Competitors Frequently Mentioned
| Rank | Brand | Position | Visibility | Mentions |
|---|---|---|---|---|
| #1 |
|
1 | 10% | Appears in 10 responses |
| #2 |
|
1 | 8% | Appears in 8 responses |
| #3 |
|
1 | 5% | Appears in 5 responses |
| #4 |
|
1 | 5% | Appears in 5 responses |
| #5 |
|
2 | 3% | Appears in 3 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 Absence
Grassroots misses 18 shopping-intent prompts like 'where to buy fabric grow containers online' and 'online shops selling pots for indoor growing.' Smart Pots and HTG Supply dominate these high-conversion moments.
Educational Content Underrepresentation
Comparison prompts like 'fabric pots vs plastic pots for root health' and 'reusable fabric pots vs biodegradable pots' show minimal brand presence. GeoPot and Smart Pots appear more frequently in educational contexts.
Urban Gardening Segment Gap
Despite category alignment, Grassroots doesn't appear in urban gardening queries. Smart Pots captures this segment with 10% visibility while Grassroots remains invisible in 'compact pots for urban gardeners' searches.
Living Soil Niche Underexploited
Only 1 of 5 living soil-related prompts mentions Grassroots. 'Shops selling living soil growing supplies online' and 'which brands help with living soil drying out too fast' lack brand presence despite category fit.
Strategic Recommendations
Expand Transactional Query Coverage
- Create landing pages targeting ‘where to buy fabric pots online’ intent.
- Develop comparison content against plastic and ceramic alternatives.
- Build size-range and product-variety focused SEO content.
Strengthen Living Soil Authority
- Publish guides on fabric pots for living soil moisture retention.
- Create educational content on root aeration benefits.
- Partner with living soil community voices for AI training data.
Capture Urban Gardening Segment
- Develop compact pot size guides for small-space growers.
- Target ‘urban gardening containers’ and ‘balcony growing’ keywords.
- Highlight space-efficiency and reusability in product messaging.
Close Model-Specific Gaps
- Optimize for Perplexity’s product-comparison preference with detailed specs.
- Build ChatGPT-friendly organic gardening authority content.
- Create side-by-side brand comparison pages for both engines.
What This Study Teaches About AI Visibility
Brand-Name Queries Drive Disproportionate Visibility
Direct comparison prompts like 'grassrootsfabricpots vs other fabric grow pot brands' show 100% visibility. Generic category queries show 0%, revealing heavy reliance on branded search intent.
Model Gaps Create Missed Opportunities
Grassroots appears in Perplexity for 'fabric grow pots in multiple sizes' but not ChatGPT. Competitors fill these model-specific voids, capturing users across both engines.
Sentiment Strength Doesn't Guarantee Reach
Grassroots achieves +80 average sentiment, higher than competitors, yet ranks #2 in visibility. Positive messaging alone cannot overcome coverage gaps in transactional queries.
Niche Positioning Limits Addressable Market
Strong performance in cannabis and living soil segments masks weakness in mainstream gardening. Smart Pots' 10% visibility reflects broader category appeal.
Educational Prompts Require Proactive Content Strategy
Comparison and 'how-to' queries show zero mentions despite category relevance. Competitors dominate these intent types through published guides and educational resources.
Methodology
Study Parameters:
Total Prompts
100 unique prompts tracked within TMV
AI Engines
ChatGPT, Perplexity
Time Window
Jun 2, 2026 to Jun 9, 2026
Category
fabric pots, grow containers, gardening supplies, organic gardening, urban gardening, living soil growing, root health and aeration, eco-friendly grow gear
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: fabric pots, grow containers, gardening supplies, organic gardening
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 Fabric pots category; patterns may differ in other segments