AI Visibility Scorecard
Bundle Harbor
bundleharbor.com · E-commerce
At 2.20/10, Bundle Harbor is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Perplexity
Top 50% in E-commerce for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →2.20
-
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 →40
Muse Index Score
iAI agent readiness
Transactable · 40/100
E-commerce average 27
See what's behind this score →0
About Bundle Harbor
from our crawl and measurement
Bundle Harbor, based in Woodland Hills, CA, describes itself simply: "That is why we built a warehouse where home essentials, outdoor gear, gadgets, apparel, and seasonal finds all live under one roof." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.20 out of 10.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic) and PerplexityBot.
- Company ·
- Bundle Harbor
- Website ·
- bundleharbor.com
- Industry ·
- E-commerce
- Location ·
- Woodland Hills, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page 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
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.20/10, Bundle Harbor is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bundle Harbor
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Bundle Harbor.
Bundle Harbor lists 40 products, 40 in stock, priced 32.95 to 79.95.
Show all 40 products
- Baby Tummy Time Activity Mat · 32.95 · Baby Play Mat
- Quilted Mattress Topper · 79.95 · Bedding
- Airtight Food Storage Containers · 39.95 · Kitchen Storage
- Folding Step Ladder with Safety Handle · 52.95 · Kitchen Tools & Gadgets
- Folding Utility Wagon Cart · 44.95 · Outdoor Recreation
- Cordless Handheld Vacuum Cleaner · 59.95 · Automotive
- Kitchen Sink Storage Rack · 42.95 · Kitchen Storage
- Stainless Steel Floor Drain Filter · 34.95 · Stopper
- Wall-Mounted Toilet Paper Holder · 37.95 · Wall Mounted
- Flexible Drain Clog Remover Tool · 34.95 · Clog Remover
- Large Storage and Moving Bag with Handles · 44.95 · Storage
- Microwave Food Cover with Steam Vent · 34.95 · Cover
- Manual Garlic Chopper and Cutter · 34.95 · Cutter
- Adjustable Cat Harness and Leash Set · 42.95 · Pet Harness
- 2-in-1 Book Light and Bookmark · 39.95 · Table Light
- Magnetic Car Phone Holder · 39.95 · Holder
- Reusable Pet Hair Removal Brush · 34.95 · Pet Hair Remover
- Interactive Plush Cat Toy · 34.95 · Flying toy
- Foldable Solar Panel Charger · 44.95 · Cell Phone Accessories
- 3-in-1 Bottle and Lid Cleaning Brush · 34.95 · Kitchen Brushes
- Silicone Dishwashing Gloves with Scrub Bristles · 39.95 · Dishwashing gloves
- Adjustable Drawer Organizer Tray · 39.95 · Organizer
- Magnetic Plastic Wrap Dispenser · 39.95 · Plastic Wrapper
- Multi-Purpose Leather Keychain Pouch · 34.95 · Pouch
- Brain Dump Planner Pad · 37.95 · Planner
- Foldable Rolling Shopping Bag · 39.95 · Shopping Bag
- Diamond Painting Storage Case · 49.95 · Storage
- Egg Separator Tool · 34.95 · Egg Peeler
- Garlic Press and Strainer Spoon · 37.95 · Spoon
- Washing Machine Drain Tray · 34.95 · Tray
- Integrated Pipe Extractor Tool · 37.95 · Repair Tools
- Stainless Steel Pot Strainer Insert · 49.95 · Strainer
- Handheld Shower Head with Fine Spray · 39.95 · Shower
- Toilet Tank Repair Tool · 34.95 · Repair Tools
- Exfoliating Body Scrubber · 39.95 · Body Scrub
- Expandable Garden Hose with Spray Nozzle · 34.95 · Hose
- Handheld Car Foam Sprayer · 52.95 · Sprayer
- Snow and Ice Scraper with Squeegee · 34.95 · Scraper
- Flat Floor Mop with Dust Cloth Clip · 34.95 · Mops
- Portable Travel Cosmetic Bag · 39.95 · Bags
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bundleharbor
Cite this score: Engagemii (2026). "AEO Score for Bundle Harbor." Retrieved from https://engagemii.com/aeo/brands/bundleharbor
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