AI Visibility Scorecard
Neerdog
neerdog.com · E-commerce
At 2.58/10, Neerdog is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 5% in E-commerce for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
E-commerce average 18
Top 35% of E-commerce
See what's behind this score →2.58
-
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 →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
E-commerce average 27
See what's behind this score →0
About Neerdog
from our crawl and measurement
Neerdog is a business whose own site puts it this way: "Neerdog creates durable, adjustable dog harnesses and walking gear for comfort and safety in the great outdoors." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.58 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
- Company ·
- Neerdog
- Website ·
- neerdog.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page 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
Good
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
Strong
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 2.58/10, Neerdog is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Who Are Ya? :)?
We outfit your adventures! Neerdog is designed in the heart of the Peak District and inspired by one simple truth, we need to be near our dogs. We make high quality colourful kit with a retro vibe. Our kit is strength tested so that you can trust in it. Inspired by mother nature’s beautiful colour combinations, everything we design celebrates being close to the ones who make life better - our dogs!
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 Neerdog.
Neerdog lists 32 products, 30 in stock, priced 18.00 to 45.00.
Show all 32 products
- GO-B-FLEXTRA | Multifunctional Rope Lead | Green · 30.00
- GO-B-FLEXTRA | Multifunctional Rope Lead | Orange · 30.00
- GO-B-FLEXTRA | Multifunctional Rope Lead | Pink · 30.00
- GO-B-BOLD™ | Dog Harness | Fern · 36.00
- GO-CEE | Dog Collar | Fern · 19.00
- GO-CEE | Dog Lead | Fern · 25.00
- GO-B-FLEXTRA | Multifunctional Rope Lead | Black/Orange · 30.00
- GO-B-FLEXTRA | Multifunctional Rope Lead | Green/Pink · 30.00
- GO-CEE | Dog Lead | Zinnia · 25.00
- GO-CEE | Dog Lead | Dahlia · 25.00
- GO-CEE | Dog Collar | Zinnia · 19.00
- GO-CEE | Dog Collar | Dahlia · 19.00
- GO-B-BOLD™ | Dog Harness | Zinnia · 36.00
- GO-B-BOLD™ | Dog Harness | Dahlia · 36.00
- GO-CEE | Dog Lead | Cosmos · 25.00
- GO-CEE | Dog Collar | Cosmos · 19.00
- GO-CEE-Y | Dog Harness | Cosmos · 34.00
- GO-CEE | Dog Lead | Lantana · 25.00
- GO-CEE | Dog Collar | Lantana · 19.00
- GO-CEE | Dog Lead | Hollyhock · 25.00
- GO-CEE | Dog Collar | Hollyhock · 19.00
- GO-CEE | Dog Lead | Erysimum · 25.00 · out of stock
- GO-CEE | Dog Collar | Erysimum · 19.00
- GO-B-BOLD™ | Dog Harness | Lantana · 36.00
- GO-B-BOLD™ | Dog Harness | Hollyhock · 36.00
- RAIN DEFENDER | Reflective Dog Coat | Black · 45.00 · out of stock · Dog Coat
- Air-Flow Harness - Cosmos Pink · 36.00
- Air-Flow Harness - Dusk Blue · 36.00
- STINK PROOFED | Dog Lead | Dusk Blue · 24.00
- STINK PROOFED | Dog Lead | Cosmos Pink · 24.00
- STINK PROOFED | Dog Collar | Dusk Blue · 18.00
- STINK PROOFED | Dog Collar | Cosmos Pink · 18.00
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/neerdog
Cite this score: Engagemii (2026). "AEO Score for Neerdog." Retrieved from https://engagemii.com/aeo/brands/neerdog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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