AI Visibility Scorecard
Madda Fella
maddafella.com · E-commerce
Borderline visible. AI bots can crawl Madda Fella, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 8 times
Meta AI · Claude · Apple Intelligence
#25,531 of 738,818 in E-commerce for AI visibility
11
5
AEO Visibility
iBorderline · 4.7/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Madda Fella
from our crawl and measurement
Madda Fella is a business whose own site puts it this way: "As enigmatic as the origins of the beloved Brazilian cocktail, our Caipirinha shirt captures the spirit of Rio’s beaches and carefree afternoons." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, Product), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, Madda Fella is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Madda Fella
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Madda Fella.
Madda Fella lists 99 products, 99 in stock, priced 0.00 to 260.00.
Show all 99 products
- Stay Salty Tee · 42.00
- LS UPF Tee - Rooster · 55.00
- LS UPF Tee - Mermaid · 55.00
- LS UPF Tee - Fish On · 55.00
- LS UPF Tee - Seaplane · 55.00
- LS UPF Tee - Iguana · 55.00
- LS Tee Key West Boat Race · 45.00
- Power Boat Races Sublimation Tee · 68.00 · Gear
- Power Boat Races Sublimation Tee · 62.00 · Gear
- Catamaran Camp Shirt · 135.00 · Shirts
- Stock Island Oxford · 108.00 · Shorts
- Five O'Clock Cotton Polo · 89.00 · Polos
- Ernest Short Sleeve Linen Shirt · 145.00 · Linen Shirt
- Ernest Long Sleeve Linen Shirt · 155.00 · Shirts
- Linen Drawstring Pant · 115.00 · Pants
- Water Landing Oxford Shirt · 115.00 · Oxford Shirt
- Ernest Long Sleeve Linen Shirt · 155.00 · Shirts
- Long Sleeve Marquesas - KW Graphic · 48.00 · T-Shirts
- Harbor Breeze Henley · 98.00 · Shirts
- Reef Runner Pullover Sweater · 135.00 · Outerwear
- Voyager Full Zip Vest · 125.00 · Outerwear
- Ernest Long Sleeve Linen Shirt · 155.00 · Shirts
- Tropical Trek Oxford Short · 98.00 · Shorts
- Buccaneer Cargo Short · 98.00 · Shorts
- Ernest Short Sleeve Linen Shirt · 145.00 · Linen Shirt
- Sunset Performance Polo · 88.00 · Polos
- Midnight Fleece Quarter-Zip Pullover · 88.00 · Outerwear
- $50 Gift Card · 0.00 · Gift Cards
- Power Boat Races Suntek · 68.00 · T-Shirts
- LS Rum Bar Tee · 52.00 · T-Shirts
- V-Neck Rum Bar Tee · 42.00 · T-Shirts
- Sunset Pier Tee · 42.00 · T-Shirts
- Start Your Crawl Tee · 26.00 · T-Shirts
- Rum Bar Tee · 42.00 · T-Shirts
- Water Landing Oxford Shirt · 115.00 · Oxford Shirt
- Bonfire Quarter-Zip Sweater · 145.00 · Outerwear
- Ernest Long Sleeve Linen Shirt · 165.00 · Shirts
- Castaway Hoodie · 132.00 · Outerwear
- Castaway Collarless Shirt · 123.00 · Shirts
- Madda Fella Trucker Hat · 35.00 · Accessories
- Ernest Long Sleeve Linen Shirt · 155.00 · Shirts
- Corduroy Drawstring Shorts · 98.00 · Shorts
- Corduroy Cargo Shorts · 108.00 · Shorts
- Guayabera Shirt · 155.00 · Shirts
- Long Sleeve Graphic Tee - Lines In · 65.00 · T-Shirts
- Long Sleeve Graphic Tee - Adventure Print · 65.00 · T-Shirts
- Oil Wash Tee · 65.00 · T-Shirts
- Suntek UPF Long Sleeve Shirt · 55.00 · SPF Clothing
- UPF Sun Shirt · 55.00 · T-Shirts
- Schooner Boat Short · 88.00 · Swim
- Suntek UPF Long Sleeve Shirt · 68.00 · T-Shirts
- Suntek UPF Hoodie · 72.00 · T-Shirts
- Islander Camp Shirt · 135.00 · Shirts
- Key West Camp Shirt · 118.00 · Shirts
- Old Salt Cut Off Hoodie · 108.00 · Hoodies
- Boat Jogger · 128.00 · Pants
- Oxford Cross Dye Roll Up Pant · 128.00 · Pants
- Castaway Drawstring Short · 98.00 · Shorts
- Sun-Setter Oxford Shorts · 118.00 · Shorts
- The Cotton Dobby Shirt · 145.00 · Shirts
- The Caipirinha Shirt · 145.00 · Shirts
- Short Sleeve Graphic Tee - Fish On · 49.00 · Shirts & Tops
- Short Sleeve Graphic Tee - Conch Republic · 49.00 · T-Shirts
- Short Sleeve Graphic Tee - Live Life Now · 49.00 · Shirts & Tops
- The Hurricane Hunter Windbreaker - Wind & Water Resistant Jacket · 178.00 · Outerwear
- Riptide Quarter-Zip Reversible Sweater · 168.00 · Outerwear
- Long Sleeve Graphic Tee - Happy Hour · 65.00 · Shirts & Tops
- Long Sleeve Graphic Tee - Live Life Now · 65.00 · Shirts & Tops
- Long Sleeve Graphic Tee - Conch Republic · 65.00 · T-Shirts
- Short Sleeve Graphic Tee - Happy Hour · 49.00 · T-Shirts
- Long Sleeve Oil Wash Henley · 98.00 · Shirts
- Madda Fella Distressed Hat · 35.00 · Accessories
- Short Sleeve Marquesas · 49.00 · T-Shirts
- Long Sleeve Marquesas · 65.00 · T-Shirts
- Ocean Trail Oxford Shorts · 108.00 · Shorts
- Oil Wash Henley · 68.00 · T-Shirts
- Bayside Henley · 98.00 · Shirts
- Gift Card · 0.00 · Accessories
- CoolNet Buff · 26.00 · Gear
- Stunt Pilot Boat Short · 84.00 · Swim
- All Terrain Cargo Shorts · 98.00 · Shorts
- Sandbar Swim Trunk - 7" Inseam · 98.00 · Swim
- Waterproof Deck Jacket · 260.00 · Outerwear
- Coastal Quarter-Zip Sweater · 125.00 · Outerwear
- Balao Crew Neck Sweater · 128.00 · Outerwear
- Long Sleeve Graphic Tee - Be Legendary · 65.00 · T-Shirts
- Short Sleeve Graphic Tee - KW Rooster · 49.00 · T-Shirts
- Embroidered Fleece Quarter-Zip Pullover · 88.00 · Outerwear
- Stock Island Oxford · 108.00 · Shorts
- Channel Marker Crew Neck Sweater · 128.00 · Outerwear
- Water-Resistant Beach Vest · 142.00 · Outerwear
- Truman Linen Short · 108.00 · Shorts
- Cross Dye Oxford Shorts · 98.00 · Shorts
- Sunset Solid Oxford Shirt · 115.00 · Oxford Shirt
- Dockside Slub Cotton Hoodie · 99.00 · Outerwear
- Five O'Clock Cotton Polo · 89.00 · Polos
- Madda Fella Sportman's Hat · 35.00 · Hats
- Gift Card · 20.00 · Gift Cards
- Gift Card · 20.00 · Gift Cards
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/maddafella
Cite this score: Engagemii (2026). "AEO Score for Madda Fella." Retrieved from https://engagemii.com/aeo/brands/maddafella
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform