AI Visibility Scorecard
Skratch Labs
skratchlabs.com · E-commerce
Well-positioned for AI search. Its weakest signals, Structured Data, News & Press and Community, are where Skratch Labs still has room to grow.
AI engines read this profile 10 times
Claude · ChatGPT · Parallel · Apple Intelligence
Top 1% in E-commerce for AI visibility
98
AI Naming Predictability
iAI names companies like this often · 98/100
E-commerce average 18
Top 1% of E-commerce
See what's behind this score →8.53
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Transactable · 20/100
E-commerce average 27
See what's behind this score →0
About Skratch Labs
from our crawl and measurement
Skratch Labs is a business whose own site puts it this way: "Skratch Labs offers real food-based sports nutrition for athletes, featuring hydration mixes, energy bars, and recovery drinks made with real food ingredients." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 8.53 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have read this profile 10 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and ShapBot (Parallel).
- Company ·
- Skratch Labs
- Website ·
- skratchlabs.com
- Industry ·
- E-commerce
- Location ·
- Boulder, CO
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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.
The 6 off-page signals AI reads
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
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 8.53/10, Skratch Labs is well placed; the signals above show what is left to gain.
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 portalSign up free to read the full article and get your AEO fix list for Skratch Labs.
Skratch Labs lists 51 products, 51 in stock, priced 0.25 to 200.00.
Show all 51 products
- Mystery Flavor Hydration Sport Drink Mix · 23.95
- Will Bryant x Skratch Limited Edition Tee · 34.99 · Skratch Labs Black Logo Tee
- Everyday Training Bundle · 73.82
- Hydration Bundle · 10.45
- Hydration + Fuel Starter Bundle · 45.81
- Skratch Squares 550ml Tacx Bottle · 10.00 · Tacx Bottle
- Hydration + Fuel Pack · 13.00 · Hydration + Fuel Pack
- Skratch x Ciele Athletics GoCap · 45.95 · Run Hat
- Skratch Labs x Will Bryant Socks · 15.00 · Will Bryant Socks
- Skratch Labs Field Study Bottle · 14.00 · Skratch Labs Field Study Bottle
- DIY: Gel Making Kit · 59.95
- Hydrapak Softflasks 250ml · 15.00
- Recovery + Blender Bottle · 44.95
- Skratch Labs 28oz BlenderBottle® · 18.99 · Skratch Labs 28oz BlenderBottle®
- Loyalty Lab Exclusive Skratchlete Sticker · 1.00 · Loyalty Lab Exclusive Skratchlete Sticker
- Skratch Ice RAD-dana · 20.00 · Skratch Bandana
- All Things Skratch Resort Shirt · 112.00 · All Things Skratch Resort Shirt
- Skratch x Will Bryant Nalgene · 20.00 · 32oz Nalgene Bottle
- Skratch Labs Sample Pack · 9.99 · Skratch Labs Sample Pack
- All Things Skratch 550ml Tacx Bottle · 10.00 · Tacx Bottle
- Skratch Boulder Bag · 15.00 · Gear
- Made From Skratch Onesie · 20.00 · Gear
- Upcycled Skratch Pouch · 15.00
- Hydration Duo Bundle · 46.71
- Skratch Labs x Bivo Bottle · 39.00 · Skratch Labs x Bivo Bottle
- OG Skratch Hat · 19.95 · Trucker Hat
- Taste Real Performance Longsleeve · 40.00 · Loyalty Lab Exclusive Loyal-tee Longsleeve
- Loyalty Lab Exclusive Tee · 25.00 · Loyalty Lab Exclusive Tee
- Electrolyte Booster · 44.95 · Electrolyte Booster
- Unsweetened Hydration Sport Drink Mix · 1.65 · Unsweetened Hydration Sport Drink Mix
- RENTAL 5 Gallon Beverage Cooler · 75.00 · RENTAL 5 Gallon Beverage Cooler
- Skratch Musette Bag · 8.00 · Gear
- Sweat Test · 200.00 · Sweat Test
- Skratch HydraPak 500mL SkyFlask™ · 22.00 · Skratch HydraPak 500mL SkyFlask™
- Skratch Bandana · 8.00 · Skratch Bandana
- Loyalty Lab Exclusive Dog Sticker Pack · 5.00 · Loyalty Lab Exclusive Skratchlete Sticker
- Anti-Hanger-Snack-Saver Grocery Bag · 7.00 · Reuseable Grocery Bag
- Energy Bar Sport Fuel · 2.95 · Energy Bar
- Embroidered Patches · 3.25 · Embroidered Patches
- Loksak Storage Bag with Free Sticker Pack · 4.00 · Loksak Phone Case with Free Sticker Pack
- Skratch Labs Black Logo Tee · 17.50 · Skratch Labs Black Logo Tee
- Skratch Paper 2.0 · 5.00 · Skratch Paper 2.0
- Super High-Carb Sport Drink Mix · 3.25 · Super High-Carb Sport Drink Mix
- Temporary Tattoo · 0.25 · Temporary Tattoo
- Energy Chews Sport Fuel · 2.75 · Energy Chews Sport Fuel
- Recovery Sport Drink Mix · 3.50 · Sport Recovery Drink Mix
- Hydration Sport Drink Mix · 1.95 · Hydration Sport Drink Mix
- Feed Zone Table · 24.95 · Feed Zone Table
- Online Gift Card · 25.00 · Online Gift Card
- Feed Zone Portables · 24.95 · Feed Zone Portables
- The Feed Zone Cookbook · 24.95 · The Feed Zone Cookbook
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/skratchlabs
Cite this score: Engagemii (2026). "AEO Score for Skratch Labs." Retrieved from https://engagemii.com/aeo/brands/skratchlabs
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