AI Visibility Scorecard
Font Coffee Roasters
fontanacoffee.com · Food & Beverage
Borderline visible. AI bots can crawl Font Coffee Roasters, 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 23 times
Meta AI · Claude · Perplexity · ChatGPT
#75,446 of 1,391,994 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Font Coffee Roasters
from our crawl and measurement
"Font Coffee Roasters is a wholesale & retail specialty coffee roaster based in Houston, Texas. We offer delicious single origin & blended coffees, as well as espresso machine & equipment." That is how Font Coffee Roasters introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
The site does the on-page work well, with structured data on the page (Organization, WebSite), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
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 4.2/10, Font Coffee Roasters is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Font Coffee Roasters
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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 Font Coffee Roasters.
Font Coffee Roasters lists 125 products, 121 in stock, priced 7.00 to 160.00.
Show all 125 products
- Iper Drip for the Home Single Pack Decaf Roast 100 ct. #3301 · 71.40 · In-Room Capsules and K-Cups
- Iper Drip for the Home Single Pack Dark Roast 100 ct. #8859 · 68.38 · In-Room Capsules and K-Cups
- Iper Drip for the Home Single Pack Medium Roast 100 ct. #8860 · 68.25 · In-Room Capsules and K-Cups
- MAG Tropical Black Iced Tea 25x4oz #9204 · 80.00 · Iced Tea
- MAG Tropical Green Iced Tea 25/3oz · 80.00 · Iced Tea
- MAG Texas Premium Iced Tea 30/3oz · 85.00 · Iced Tea
- Fontana 50/3gal Black Iced Tea FP · 75.00 · Iced Tea
- Sweetbird Ube Syrup 1L · 11.94 · Syrups and Sauces
- WT Sweet Matcha 16oz · 55.00 · Hot Tea-Loose Leaf
- Sweetbird Jasmine Lime Iced Tea Syrup 1 litre · 10.85 · Iced Tea Syrups
- Sweetbird Cucumber & Mint Iced Green Tea Syrup 1 litre · 11.94 · Iced Tea Syrups
- Sweetbird Pistachio Syrup 1 Liter · 11.94 · Syrups and Sauces
- Sweetbird Chai Syrup 1 litre · 11.94 · Syrups and Sauces
- Mint Italian Candy 2.2lb #CAND197 · 15.00 · Biscotti / Candy
- Dammann Nuit D'Ete Herbal Sachet 96ct. · 72.19 · Hot Tea-Sachet
- Dammann Jardin Bleu Blend 96 ct. · 72.19 · Hot Tea-Sachet
- Dammann Four Red Fruits Blend 96 ct. · 72.19 · Hot Tea-Sachet
- Dammann Citrus Rooibos ( Roibos Limon) 96 ct. · 72.19 · Hot Tea-Sachet
- Dammann Chai 96 ct. #NDH9399 · 72.19 · Hot Tea-Sachet
- Dammann Caramel Blend 96 ct. · 72.19 · Hot Tea-Sachet
- 10/12/16/20oz Hot Cup Lid Black 1000ct · 79.96 · Hot Cups
- Kraft 4-cup carrier 200ct. · 117.46 · Paper & Plastics
- Bamboo Stir Sticks,WRAPPED 7" 500ct · 28.00 · Paper & Plastics
- 16oz Hot Cup White 1000/cs · 105.00 · Hot Cups
- Rinza Milk Frother Cleaner Tablets # 12-M61-UX120-12 (for Newco Cafe Espresso) · 24.00 · Soap and Cleaners
- Cafiza IPER Tabs E-16 100 ct. 1.2g 12-E16-UX100-12 · 22.95 · Soap and Cleaners
- Cafiza grinder cleaner 15.2 oz 17-GO1-UX430-12 · 28.93 · Soap and Cleaners
- Cafiza coffee/tea urn cleaner 100/1 oz. packet · 25.00 · Soap and Cleaners
- Cafiza 20 oz container espresso cleaner · 17.62 · Soap and Cleaners
- Zuma Dark Hot Chocolate 2.2lb · 21.00 · Syrups and Sauces
- Sweetbird Speculoos Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Watermelon Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Grenadine Syrup 1 litre · 10.85 · Syrups and Sauces
- Sweetbird Banana Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird English Toffee Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Amaretto Syrup 1 litre · 10.00 · Syrups and Sauces
- Sweetbird S'mores Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Sugar Free Lemon Iced Tea Syrup 1 litre · 11.94 · Iced Tea Syrups
- Sweetbird Blueberry Syrup 1 litre · 11.94 · Syrups and Sauces
- Wholesale Decaf 5lb Bag · 70.00 · Font Coffee
- Wholesale Coffee 5lb Bag · 52.50 · Coffee Beans
- Marécage Decaf 16oz · 15.95 · Fontana Retail
- Sweetbird Iced Tea Syrup 1 litre · 10.85 · Iced Tea Syrups
- Sweetbird Dragon Fruit and Papaya Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Mojito Mint Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Chilli Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Caramelized Almond Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Butterscotch Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird NON-DAIRY Vanilla Bean Frappe · 21.50 · Powders
- Canebrake 16oz Bag · 14.95 · Fontana Retail
- Snow Dragon 8oz · 48.00 · Hot Tea-Loose Leaf
- Ancient Dynas-tea 8oz · 45.64 · Hot Tea-Loose Leaf
- Nandi Storm 8oz · 49.28 · Hot Tea-Loose Leaf
- Verdant Green 8oz · 51.58 · Hot Tea-Loose Leaf
- Aftermath 8oz · 53.62 · Hot Tea-Loose Leaf
- Monsoon Matcha 8 oz · 49.26 · Hot Tea-Loose Leaf
- Sweetbird Brown Sugar Syrup 1 litre · 11.94 · Syrups and Sauces
- Dammann Green Gunpowder 96 ct. · 72.19 · Hot Tea-Sachet
- Dammann Green Vert Jasmine Tea 96ct · 72.19 · Hot Tea-Sachet
- Dammann Mint Herbal Tea 96 ct. · 72.19 · Hot Tea-Sachet
- Dammann Tropical Blend Iced Tea 30/3.5 oz. · 157.50 · Iced Tea
- Dammann China Black Iced Tea 30/3.5 oz. · 157.50 · Iced Tea
- Back Pasture Decaf 16oz Bag · 15.95 · Fontana Retail
- Rishi Tea Bulk Barista Matcha 100 grams · 70.00 · Hot Tea-Loose Leaf
- Sweetbird Premium Sauce Pump SB15ml · 18.00 · Syrups and Sauces
- Sweetbird Popcorn Syrup 1 Litre · 11.94 · Syrups and Sauces
- Sweetbird Syrup Pump 8ml · 7.50 · Syrups and Sauces
- Sweetbird Lavender 1L · 11.94 · Syrups and Sauces
- Sweetbird White Chocolate Sauce · 36.25 · Syrups and Sauces
- Sweetbird Dark Chocolate Sauce · 36.25 · Syrups and Sauces
- Sweetbird Caramel Sauce · 36.25 · Syrups and Sauces
- Rock Road Dark 5lb Bag · 55.00 · out of stock · Fontana Coffee
- Rock Road 16oz Bag · 14.95 · Fontana Retail
- Republic of Tea Matcha Concentrate 64oz #24451 · 52.50 · Liquid Concentrates
- Sweetbird Caramel Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Sugar Free Hazelnut Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Sugar Free Caramel Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Peach Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Cherry Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Honey Comb Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Toasted Marshmellow Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Coconut Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Irish Cream Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Cinnamon Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Cane Sugar Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Almond Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Rose Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Sugar Free Vanilla Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Strawberry Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Raspberry Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Salted Caramel Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Mint Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Vanilla Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird Hazelnut Syrup 1 litre · 11.94 · Syrups and Sauces
- Sweetbird French Vanilla Syrup 1 litre · 11.94 · Syrups and Sauces
- Matcha Bamboo Whisk · 15.00 · Equipment
- Tough Nut Hand Cleaner · 22.44 · Cleaners
- Bye Coffee Candy 2.2lb #CAND199 · 22.00 · Biscotti / Candy
- Fruit Italian Hard Candy Frutini #CAND196 · 18.75 · Biscotti / Candy
- Dammann Chamomile Herbal 84 ct. · 48.75 · Hot Tea-Sachet
- Dammann Breakfast Tea 96 ct. · 57.75 · Hot Tea-Sachet
- Dammann Earl Grey Yin Zhen 96 ct. · 72.19 · Hot Tea-Sachet
- Dammann Nuit D'Ete Iced Tea 45 / 50 g · 160.00 · Iced Tea
- Republic of Tea Pump #70100 · 7.00 · Cafe Accessories
- Rishi Tea Bulk Sweet Matcha 1 kilogram (2.2lbs) · 65.00 · Hot Tea-Loose Leaf
- Republic of Tea Chai Concentrate 64oz #24130 · 57.75 · Liquid Concentrates
- Gate Duty 16oz Bag · 15.95 · Fontana Retail
- Pirogue 16oz Bag · 15.95 · Fontana Retail
- Mule Kick 16oz Bag · 15.95 · Fontana Retail
- Back Pasture 16oz Bag · 15.40 · Fontana Retail
- Pourspace 16oz Bag · 14.95 · Fontana Retail
- Bye Gelees Fruit Candy 2.2lb #CAND198 · 15.00 · out of stock · Biscotti / Candy
- Urnex Cafiza Powder · 17.94 · Soap and Cleaners
- Urnex Complete Cafe Sanitizer #15-CPCF6-32 · 43.00 · Soap and Cleaners
- Rinza Steam Wand Cleaner - 33.6 oz. liquid 12-MILK6-32 · 28.48 · Soap and Cleaners
- Urnex Grindz G01 · 29.64
- Urnex F61 Urn & Dispenser Cleaner 120/4gr 13-F61-UX120-12 · 16.00 · out of stock · Soap and Cleaners
- Urnex Clearly Cold · 45.84 · out of stock
- Broken Arrow Reserve 16oz Bag · 15.40 · Fontana Retail
- Downshift Decaf 16oz Bag · 14.95 · Fontana Retail
- Pecan Ridge 16oz Bag · 15.40 · Fontana Retail
- Mule Kick 5lb Bag · 60.00 · Fontana Coffee
- Pumpjack Premium 16oz Bag · 15.95 · Fontana Retail
- Pourspace Dark 5lb Bag · 65.00 · Fontana Coffee
- Rock Road 5lb Bag · 50.00 · Fontana Coffee
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fontanacoffee
Cite this score: Engagemii (2026). "AEO Score for Font Coffee Roasters." Retrieved from https://engagemii.com/aeo/brands/fontanacoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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