AI Visibility Scorecard
Federation Artisan Chocolate
federationchocolate.com · Food & Beverage
Somewhat visible. AI bots can read Federation Artisan Chocolate, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 14 times
Claude · Meta AI · Apple Intelligence · ShapBot
#4,595 of 1,394,000 in Food & Beverage for AI visibility
98
AI Naming Predictability
iAI names companies like this · 98/100
7
AEO Visibility
iVisible · 6.6/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Federation Artisan Chocolate
from our crawl and measurement
Federation Artisan Chocolate describes itself simply: "Indulge in Tasmanian chocolate heaven. Visit our Hobart factory for tastings & experiences, + vegan & gluten-free bean-to-bar delights." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
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
Fair
Established authority for your domain.
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 6.6/10, Federation Artisan Chocolate has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Federation Artisan Chocolate
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Federation Artisan Chocolate.
Federation Artisan Chocolate lists 82 products, 80 in stock, priced 0.00 to 106.00.
Show all 82 products
- Strawberries & Cream Milk Chocolate Coatibles – 150g · 11.00 · Coatibles
- Tasman Sea Salt Caramel - no added sugar milk chocolate. · 11.00
- Mix match bundle #1 · 0.00
- Coatibles - Cheekies in Milk Chocolate - 150gram · 11.00
- Three Shades of Chocolate – White, Milk & Dark | Tasmania-Shaped Chocolate · 15.00
- ONE - Pure Chocolate Indulgence and Uncompromising Flavour · 11.00 · Bean to Bar Chocolate
- Bhujī Dark Chocolate Bites – Coatibles™ · 11.00 · Chocolate
- Limited Edition Tasmania Chocolate – 56% Dark with Freeze-Dried Raspberries (160g) · 15.00 · dark chocolate
- Tasmanian Pepperberry in White Chocolate – A Creamy Native Spice Delight · 11.00
- Chocolate House Kit · 106.00 · Chocolate
- Coatibles Spearmint Leaves – Minty Fresh Meets Chocolate Bliss - 150g · 11.00 · Coatibles
- Fudge Lovers' Dream: Unbox Pure Decadence · 37.00
- Double Chocolate Cocoa Puff Bar 80g · 11.00
- Coatibles - Lolly Teeth- Milk Chocolate - 150g · 11.00
- Vegan Chocolate Gift Bundle - Plant-Based Indulgence · 53.00 · Chocolate & Coffee
- Coatibles - Licorice Allsorts in Milk Chocolate - 170g · 11.00 · Chocolate
- Coatibles - Salt and Vinegar Chips - Milk Chocolate - 100g · 11.00 · Coatibles
- Pure white Chocolate - 100g · 11.00
- Coatibles - Aniseed Rings - 160g · 11.00 · Chocolate
- Ghana 70% Dark Cacao - Origin Selection · 11.00 · Chocolate
- Coatibles - Caramel Fudgies - Milk Chocolate 125g · 11.00
- Coatibles - Milk Chocolate Fudgies - 125g · 11.00
- Coatibles - Raspberries in Milk Chocolate - 175g · 11.00
- Coatibles Fiery Fiesta – Chilli Peanut Brittle in Dark Chocolate 100g · 11.00 · out of stock
- Coatibles - Turkish Delight - Milk Chocolate - 170g · 11.00
- Coatibles - Peppermint Fudgies - Milk Chocolate - 125g · 11.00
- Coatibles Licorice Twists - Milk Chocolate - 170g · 11.00
- Coatibles - Marshmallow Softies - Milk Chocolate -130g · 11.00
- Coatibles - Sweetie Snakes - Milk Chocolate - 125g · 11.00
- Coatibles - Red Frogs in Milk Chocolate - 175g · 11.00
- Coatibles Peanut Brittle - Milk Chocolate - 175g · 11.00
- Coatibles - Sea Salt Chips in Milk Chocolate - 100g · 11.00
- Coatibles - Barbeque Chips in Milk Chocolate - 130g · 11.00
- Coatibles - Choccy Cheesy Tubes - 90g · 11.00
- Coatibles - Bananas - Milk Chocolate - 125g · 11.00
- Chili Cinnamon - Dark Chocolate Bar - No Added Sugar - 90g · 11.00 · Sugar Free Chocolate
- Coatibles - Coconut Ice - Milk Chocolate - 125g · 11.00 · Coatibles
- Tasmanian Freeze-Dried Raspberries Dipped in Pure White Chocolate - 80g · 11.00 · White Chocolate
- No Added Sugar Dark Chocolate - 80g · 11.00 · Sugar Free Chocolate
- Toffee Delight: Dark Chocolate Peanut Brittle - 90g · 11.00 · out of stock · Chocolate
- Sovereign Gold - Caramelised White Chocolate - 90g · 11.00
- Enchanting Delights: Dark Chocolate Turkish Delight Block - 90g · 11.00
- Dark chocolate Sprinkle Bar 80g · 11.00 · dark chocolate
- Tasmanian Honey infused honeycomb dipped in ruby chocolate. - 90g · 11.00
- I Miss You - chocolate bar - 40g · 6.00
- Dark Chocolate & Coconut Frogs · 11.00
- Tasmanian Saffron Honeycomb Frogs – 4 Frogs (Dark Chocolate) · 11.00
- Ruby Chocolate buttons · 13.00 · Ruby Chocolate
- Pantry Chocolate - Chocolate Button Pack · 71.00
- Tasmanian Freeze-Dried Raspberry in Dark Chocolate – 80g · 11.00
- Tasmanian Honey Infused Dark Chocolate Honeycomb – 90gram · 11.00 · Chocolate
- Chef Blocks 700gram -Peruvian organic cacao 75% · 49.00
- Gold Chocolate Coated Honeycomb - 90g · 11.00
- Gift Card - Sweet Gifting Australia Wide · 7.06 · Gift Card
- Single Origin 74% Dark CACAO With Roasted Hazelnuts - 100g · 11.00 · Chocolate
- Dark Chocolate buttons 56% · 10.00
- Milk chocolate buttons. · 10.00
- Honeycomb Crack Pack Bundle · 50.00 · Chocolate
- Triple Choc Block - 90g · 11.00
- Organic Cacao Nibs - Origin Peru - 250gram · 15.00
- Organic Cacao Nibs - Origin Peru - 500 gram · 32.00 · Specialty Products
- Tasmanian Honey infused Rich Milk chocolate Honeycomb - 90g · 11.00 · Chocolate
- Orange Ginger in Dark Chocolate - 100g · 11.00 · Chocolate
- Tasmanian Peppermint in Milk Chocolate - 100g · 11.00 · Chocolate
- Licorice Lane - Indulge in the Perfect Blend of Licorice and Milk Chocolate - 100g · 10.00 · Chocolate
- Coffee Almond Milk Chocolate - 100g · 11.00 · Chocolate
- Australian Roasted Almonds in Handcrafted Milk Chocolate – 100g | Made in Tasmania · 11.00 · Milk chocolate
- Single Origin 74% Dark CACAO With Tasmanian Walnuts - 100g · 11.00 · Chocolate
- 74% Dark CACAO With Organic Cacao Nibs - 90g · 11.00 · Chocolate
- Rich Milk Chocolate 46% Cacao - 100g · 11.00
- Desire Hot Chocolate: Pure Indulgence, Crafted Simply · 11.00 · Chocolate
- Single Origin 74% Dark CACAO with Tasman Sea Salt - 100g · 11.00 · Chocolate
- Single Origin 74% Dark CACAO with Tasmanian Mint Oil - 100g · 11.00 · Chocolate
- Tasmanian Couverture Milk Walnuts · 15.00 · Chocolate
- Tasmanian Dark Chocolate Walnuts · 15.00 · Chocolate
- Tasmanian Honeycomb Milk Chocolate – Hand Crafted Indulgence (100g) · 11.00 · Honeycomb
- Kahlua Coffee Liqueur Chocolate Bar – Milk Chocolate with a Bold Twist 100g · 10.00 · Chocolate
- Orange Seville - Dark Chocolate with real orange - 110g · 11.00 · Chocolate
- Roasted Cashew in Milk Chocolate - 100g · 11.00 · Chocolate
- Apple With A Touch Of Cinnamon In Milk Chocolate - 100g · 11.00 · Chocolate
- Hazelnut and Milk Chocolate - 100g · 11.00 · Chocolate
- Strawberry in Premium Dark Chocolate – Handmade in Tasmania (100g) · 11.00 · Chocolate
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/federationchocolate
Cite this score: Engagemii (2026). "AEO Score for Federation Artisan Chocolate." Retrieved from https://engagemii.com/aeo/brands/federationchocolate
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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