AI Visibility Scorecard
Mill City Roasters
millcityroasters.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Mill City Roasters, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 14 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#2,803 of 268,595 in Manufacturing & Industrial for AI visibility
46
AI Naming Predictability
iNamed sometimes · 46/100
More likely to be named than 99% of Manufacturing & Industrial companies
6
AEO Visibility
iBorderline · 5.7/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Mill City Roasters
from our crawl and measurement
Mill City Roasters is a business whose own site puts it this way: "Discover the art and precision of coffee roasting with Mill City Roasters, a leading manufacturer of state-of-the-art commercial coffee roasters." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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 5.7/10, Mill City Roasters has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mill City Roasters
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 Mill City Roasters.
Mill City Roasters lists 199 products, 155 in stock, priced 0.00 to 169,000.00.
Show all 199 products
- Mexico - Chiapas Comon Yaj Noptic Women Producers, Washed · 12.00 · Roasted Coffee
- M-Series 30 Kilogram Coffee Roaster · 120,000.00 · Roasters
- M-Series 20 Kilogram Coffee Roaster · 72,000.00 · Roasters
- M-Series 10 Kilogram Coffee Roaster · 47,000.00 · Roasters
- M-Series 6 Kilogram Coffee Roaster · 38,200.00 · Roasters
- Mexico - Chiapas Comon Yaj Noptic Women Producers, Washed · 88.50 · Green Coffee
- Kenya - Kirinyaga Kiamugumo AB, Washed · 98.50 · Green Coffee
- Green Coffee Evaluation · 225.00
- Roasted Coffee Evaluation · 175.00
- Used Equipment Listing - Re-occuring Listing Fee · 40.00
- Used Equipment Listing - One-item Set-up Fee · 235.00
- Used - 2023 10 Kilogram Coffee Roaster - SOLD · 32,500.00 · out of stock · Roastery Equipment
- Peru - Cajamarca Lima Coffee, Washed · 11.75 · Roasted Coffee
- Unopened - 2025 10 Kilogram Coffee Roaster · 32,000.00 · Roastery Equipment
- Unopened - Pinecone Foxtail Commercial Grinder · 4,000.00
- Ethiopia - Yirgacheffe Chelchele, Natural · 98.00 · Green Coffee
- Ethiopia - Yirgacheffe Chelchele, Natural · 12.95 · Roasted Coffee
- Papua New Guinea - Wahgi Valley Kunjin, Washed · 11.25 · Roasted Coffee
- Burundi - Kayanza Masha, Washed · 89.00 · Green Coffee
- Ethiopia - West Arsi Refisa, Washed · 11.95 · Roasted Coffee
- Colombia - Cauca Gran Galope, Washed · 77.00 · Green Coffee
- USED - 2023 2 Kilogram Electric Roaster with table and afterburner · 24,500.00
- Used - 2023 6 Kilogram Coffee Roaster · 25,000.00 · Roastery Equipment
- Guatemala - Huehuetenango, Washed · 11.50 · Roasted Coffee
- Used - 2016 Victoria Arduino Black Eagle Volumetric Two-Group Espresso Machine - SOLD · 8,000.00 · out of stock · Roastery Equipment
- Big Red Roast Rig · 75,000.00 · out of stock
- Used - Diedrich IR-3 N with Afterburner · 19,400.00 · Roastery Equipment
- Used - 2021 1 Kilogram Manual Coffee Roaster · 10,000.00 · Roastery Equipment
- Used - 2019 2 Kilogram Manual Coffee Roaster - SOLD · 9,500.00 · out of stock · Roastery Equipment
- Roasted Coffee Espresso #2 - Under 40lb Quantity · 22.00 · Roasted Coffee
- Brazil - Serra Negra, Natural · 11.00 · Roasted Coffee
- Used - 2023 1 Kilogram Coffee Roaster - SOLD · 11,000.00 · out of stock · Roastery Equipment
- Used - 2023 2 Kilogram Coffee Roaster - SOLD · 15,000.00 · out of stock · Roastery Equipment
- Used - Benchtop Weigh/Fill Machine - SOLD · 5,999.00 · out of stock · Roastery Equipment
- Design Service · 100.00
- Colombia - Cauca Manos Juntas Micromill, Natural · 96.40 · Green Coffee
- Ditting DT 1827 High Volume Coffee Grinder · 15,999.00 · Roastery Equipment
- Colombia - Cauca Manos Juntas Micromill, Natural · 12.25 · Roasted Coffee
- Mahlkönig® Espresso Grinder, EK 43 Allround Grinder · 3,899.00 · Roastery Equipment
- Mahlkönig® E65 Espresso Grinder · 2,499.00 · Roastery Equipment
- Mahlkönig® Guatemala Shop Grinder · 2,399.00 · Roastery Equipment
- HeyCafe® HC-880 Lab and Shop Grinder · 1,499.00 · Roastery Equipment
- HeyCafe® Buddy Espresso Grinder · 999.00 · Roastery Equipment
- HeyCafe® Jack Allround Grinder · 649.00 · Roastery Equipment
- Anfim® Luna On-Demand Espresso Grinder · 1,399.00 · Roastery Equipment
- Anfim® Alba On-Demand Espresso Grinder · 1,999.00 · Roastery Equipment
- Mahlkönig® E80 Espresso Grinder · 3,199.00 · Roastery Equipment
- Used - 2018 1 Kilogram Coffee Roaster - SOLD · 7,500.00 · out of stock · Roastery Equipment
- Brazil - Serra Negra, Natural · 75.00 · Green Coffee
- Used - 2019 3kg Manual Control Coffee Roaster - SOLD · 9,000.00 · out of stock · Roastery Equipment
- Synesso ES1 1-Group Espresso Machine · 12,600.00 · Roastery Equipment
- Used - AAE DeStoner - SOLD · 1,000.00 · out of stock · Roastery Equipment
- Venting Branch from Nordfab®, Single-wall Venting for Coffee Roasters · 427.49 · Venting
- Used - 2021 Digital 2kg Coffee Roaster - SOLD · 13,000.00 · out of stock · Roastery Equipment
- Used - 2018 1kg Coffee Roaster - SOLD · 0.00 · out of stock · Roastery Equipment
- Used - 2020 Mill City Roasters 500g Sample Roaster - SOLD · 0.00 · out of stock · Roastery Equipment
- Used - Action Pac Conveyer Belt Sealer - SOLD · 3,360.00 · out of stock · Roastery Equipment
- Used - MPE Coffee Grinder, GPX - SOLD · 4,480.00 · out of stock · Roastery Equipment
- Used - 2022 3KG DIGITAL COFFEE ROASTER - SOLD · 19,040.00 · out of stock · Roastery Equipment
- Used - 2018 Mill City Roasters 1kg Roaster - SOLD · 0.00 · out of stock · Roastery Equipment
- Shop Dog Blend · 72.50 · Green Coffee
- Nordfab® Quick Fit Venting O-Rings, Silicone · 8.84 · Venting
- Blend - Shop Dog Blend · 9.90 · Roasted Coffee
- Used - Mill City Roaster, 20 kilogram - MCR-20 - SOLD · 40,000.00 · out of stock · Roastery Equipment
- Used - 2013 Diedrich IR-2.5 - SOLD · 9,700.00 · out of stock · Roastery Equipment
- Used - 2018 500g Roaster - SOLD · 4,500.00 · out of stock · Roastery Equipment
- Moccamaster KBT Thermal Carafe Brewer · 349.00
- Moccamaster KM5 Burr Grinder · 349.00
- Warehouse Storage Fee, Tier One · 70.00
- Used - 2003 Diedrich IR-3 - Canada · 11,200.00 · Roastery Equipment
- Install Kit · 0.00 · Equipment Component
- Roasted Coffee Samples · 5.00 · Roasted Coffee
- Class coffee shipping · 1.40
- Venting Pipe Hangers from Nordfab®, Single-wall Venting for Coffee Roasters · 29.50 · Venting
- Wall Flashing Kit from Nordfab®, Single-wall Venting for Coffee Roasters · 94.79 · Venting
- Venting Reducer/Inducer from Nordfab®, Single-wall Venting for Coffee Roasters · 79.56 · Venting
- Rain Weather Cap from Nordfab®, Single-wall Venting for Coffee Roasters · 232.60 · Venting
- Butterfly Valve from Nordfab®, Single-wall Venting for Coffee Roasters · 121.84 · Venting
- Birdscreen Cap from Nordfab®, Single-wall Venting for Coffee Roasters · 78.81 · Venting
- Venting Elbow from Nordfab®, Single-wall Venting for Coffee Roasters · 63.26 · Venting
- Venting Transition Adapter from Nordfab® to Double- or Single-Wall Z-Vent®, Selkirk®, Jeremias® · 64.43 · Venting
- Used - 2018 PROBAT P12/2 - Immediate Delivery - SOLD · 35,000.00 · out of stock · Roastery Equipment
- Venting Machine Adapter from Nordfab® · 34.93 · Venting
- Advanced Roasting Workshop · 1,600.00
- Colombia - Huila, EA Decaf · 71.40 · Green Coffee
- Replacement silicone seals for Nordfab® or Mill City Roasters® duct venting clamps · 1.30 · Venting
- Private - Tāst Coffee · 488.25
- Adjustable Sleeve from Nordfab®, Single-wall Venting for Coffee Roasters · 28.22 · Venting
- Venting Pipe from Nordfab®, Single-wall Venting for Coffee Roasters · 48.46 · Venting
- Nordfab® Quick Fit Venting Duct Clamps, Stainless Steel with Silicone Seals · 20.66 · Venting
- Roastery Fee, Tier Two · 50.00
- AeroPress Original Coffee Maker · 20.00 · Roastery Equipment
- RoastRite RA-710 - SOLD · 425.00 · out of stock · Roastery Equipment
- Used - RoastRite RA-720 (Bigfoot Edition) - SOLD · 727.00 · out of stock · Roastery Equipment
- Used - 2021 3KG COFFEE ROASTER - SOLD · 17,500.00 · out of stock · Roastery Equipment
- Big Plans - Zippered Pouch · 24.00 · Accessories
- Used - 2021 1KG COFFEE ROASTER - SOLD · 7,500.00 · out of stock · Roastery Equipment
- Colombia - Huila , EA Decaf · 11.75 · Roasted Coffee
- Private - Colé Colé, Juncalito · 143.50 · out of stock
- Private - Colé Colé, Barahona · 143.50 · out of stock
- Private - Colé Colé, Pino & Montana · 143.50 · out of stock
- Private - Colé Colé, Valdesia · 143.50 · out of stock
- Private - Colé Colé, Red Cow Blend · 112.88
- White Teflon Wear Strip for Cooling Tray Arms · 24.00 · Equipment Component
- Used - 2017 1KG COFFEE ROASTER - SOLD · 5,000.00 · out of stock · Roastery Equipment
- Adjustable Rain Cap · 60.00 · Venting
- Storm Collar · 40.00 · Venting
- Roastery Fee, Tier One · 70.00
- Used - 2021 20KG COFFEE ROASTER - SOLD · 37,000.00 · out of stock · Roastery Equipment
- Assembly · 0.00 · Replacement Parts
- Mill City Roasters® Quick-Connect Clamps for Rolled Edge Ducting, Galvanized Steel with Silicone Seals · 12.00 · Venting
- Terroir: Coffee from Seed to Harvest · 44.00 · Books
- Freestanding Classic DeStoner · 7,475.00 · Roastery Equipment
- Cold Brew Blend · 89.90 · Green Coffee
- Used - 2020 1.5kg Coffee Roaster - SOLD · 9,000.00 · Roastery Equipment
- Drum Crank - 3kg (2020) · 300.00 · Replacement Parts
- Used - 2021 2kg Coffee Roaster - SOLD · 9,000.00 · out of stock · Roastery Equipment
- Espresso for Darker Roasts · 82.00 · Green Coffee
- Panel Button - Maintained, Blue, 24v · 100.00 · out of stock · Replacement Parts
- Potentiometer · 100.00 · Replacement Parts
- Used - 2022 6KG Coffee Roaster - SOLD · 23,000.00 · out of stock · Roastery Equipment
- Used - 2020 2KG COFFEE ROASTER - SOLD · 10,500.00 · out of stock · Roastery Equipment
- MPE Coffee Grinder, GPX · 9,103.00 · Roastery Equipment
- MPE Coffee Grinder, GPC-140 · 13,381.00 · Roastery Equipment
- 2 Kilogram Coffee Roaster, MCR-2E · 19,500.00 · Roasters
- Roaster Venting Cleaning Whip · 79.00 · Cleaning Products
- But First, Coffee · 20.00 · out of stock · Books
- Mill City Roasters Gift Card · 10.00
- Roasting 101 in Minneapolis · 1,100.00
- Espresso for Lighter Roasts · 87.50 · Green Coffee
- What I Know About Running Coffee Shops · 44.00 · out of stock · Books
- High Temperature Gasket Tape · 24.00 · Equipment Component
- Used - 2019 PROBAT P12/2 - SOLD · 70,000.00 · out of stock · Roastery Equipment
- Used - 2019 20KG COFFEE ROASTER - SOLD · 24,600.00 · out of stock · Roastery Equipment
- Used - 2021 20KG COFFEE ROASTER - SOLD · 37,900.00 · Roastery Equipment
- VFFS PACKAGING MACHINE - SOLD · 25,000.00 · out of stock · Roastery Equipment
- Pallo Rollster Rolling Brush · 42.00 · out of stock · Cleaning Products
- Moccamaster KBGV Select Pour-over Brewer · 369.00
- Blend - Cold Brew · 11.25 · Roasted Coffee
- Blend - Espresso #2 · 11.00 · Roasted Coffee
- Blend - Espresso #1 · 11.00 · Roasted Coffee
- Ceramic Grate Hopper Magnet · 175.00 · out of stock
- Premium Lever-Handled Door Screws · 30.00 · Equipment Component
- Digital Clamp Multimeter · 55.00 · Packaging & Wares
- Quick-Connect Kits for MCR-20 · 350.00 · Venting
- Quick-Connect Kits for MCR500 · 0.00 · Venting
- Quick-Connect Kits for MCR-1 · 150.00 · Venting
- Quick-Connect Kits for MCR-2D/2E · 0.00 · Venting
- Quick-Connect Kits for MCR-3 and MCR-3D · 250.00 · Venting
- Quick-Connect Kits for MCR-6, MCR-10, and MCR-15 · 350.00 · Venting
- Set-up & Seasoning Roast Call · 400.00
- One Hour of Priority Support · 225.00
- Roaster Soakz · 53.00 · Cleaning Products
- Women's MCR Dickies Workwear · 40.00 · Apparel
- 3 Kilogram Coffee Roaster, MCR-3D · 29,600.00 · Roasters
- Cupping Bowl, Set of 3 · 15.00 · Packaging & Wares
- Kraft Tin-Tie Coffee Bags - Packs · 10.00 · Packaging & Wares
- NuFlex® 302 Silicone Sealant, Black · 10.00
- High Accuracy Thermocouples · 70.00 · Equipment Component
- Thermocouples · 35.00 · Equipment Component
- Permatex® Ultra Copper Silicone Gasket Maker · 12.00 · Equipment Component
- LED Light Bulb – 220V · 10.00 · Equipment Component
- Gas Orifice · 25.00 · Equipment Component
- Gear/Impeller Puller · 30.00 · Packaging & Wares
- Maxitrol® Gas Regulator · 75.00 · Equipment Component
- Regulator Kit for portable propane tank · 250.00 · out of stock · Equipment Component
- Benchtop Weigh/Fill Machine · 8,100.00 · Roastery Equipment
- Scoopz Espresso Brush · 10.00 · Cleaning Products
- Rinza Milk Frother Cleaning Tablets · 25.00 · Cleaning Products
- Grindz Grinder Cleaning Tablets · 24.00 · Cleaning Products
- Cafiza Espresso Machine Cleaning Powder · 12.00 · Cleaning Products
- ReiCatino® Catalytic Afterburner · 11,500.00 · Roastery Equipment
- Seasoning Greens · 56.00 · Green Coffee
- Recessed Fitting Adapter for Grease Gun · 30.00 · Packaging & Wares
- Grease Gun Kit with Recessed Fitting Adapter · 130.00 · Packaging & Wares
- Wide Bowl Cupping Spoon · 5.00 · Roastery Equipment
- Compact Green Grading Mat, 3 Pack · 12.00 · Books
- Coffee Bean Tray, 3 pack · 5.90 · Packaging & Wares
- Digital Coffee Scale · 32.00 · Roastery Equipment
- Sip 'n' Slurp · 25.00 · Books
- Modulating the Flavor Profile of Coffee · 25.00 · Books
- TruGrease Food Grade Grease for Coffee Roasters · 38.00 · Lubricants
- Food Grade Spray Lubricant · 32.00 · Lubricants
- Bean Scale Scoop · 30.00 · Roastery Equipment
- MCR T-Shirt - Heather Charcoal with Light Grey Logo · 25.00 · Apparel
- Men's MCR Red Kap Workwear · 40.00 · Apparel
- MCR Hoodie - Dark Grey Heather with Grey Logo · 56.00 · Apparel
- MCR Hoodie - Black with Grey Logo · 56.00 · out of stock · Apparel
- MCR Enamel Pin · 5.00 · Accessories
- Men's MCR Dickies Workwear · 40.00 · Apparel
- The DeStoner · 1,975.00 · Roastery Equipment
- 6 Kilogram Coffee Roaster, MCR-6 · 33,800.00 · Roasters
- 60 Kilogram Coffee Roaster with Loader, MC-60 · 169,000.00 · Roasters
- 500 Gram Sample Roaster, MCR500 · 9,100.00 · Roasters
- 30 Kilogram Coffee Roaster with Loader, MCR-30 · 98,000.00 · Roasters
- 2 Kilogram Coffee Roaster, MCR-2D · 20,500.00 · Roasters
- 20 Kilogram Coffee Roaster, MCR-20 · 65,000.00 · Roasters
- 15 Kilogram Coffee Roaster, MCR-15 · 52,000.00 · Roasters
- 10 Kilogram Coffee Roaster, MCR-10 · 41,600.00 · Roasters
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/millcityroasters
Cite this score: Engagemii (2026). "AEO Score for Mill City Roasters." Retrieved from https://engagemii.com/aeo/brands/millcityroasters
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