AI Visibility Scorecard
LDS LED
ldsled.com · E-commerce
At 1.6/10, LDS LED 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 Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →1.6
-
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 LDS LED
from our crawl and measurement
LDS LED is a business whose own site puts it this way: "LDS LED is a leading provider of commercial and industrial lighting solutions, specializing in LED parking lot lights, high bay lights, light poles, and more." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- LDS LED
- Website ·
- ldsled.com
- Industry ·
- E-commerce
- Location ·
- Dallas, TX
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 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
Fair
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
Weak
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 1.6/10, LDS LED 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 LDS LED
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 LDS LED.
LDS LED lists 34 products, 0 in stock, priced 0.00 to 75.98.
Show all 34 products
- 30ft 5*5 inch Square Steel Light Pole 10 Gauge · 0.00 · out of stock · Light Pole
- 10 Foot Steel 3 Inch Round Light Pole Black Housing · 0.00 · out of stock · Light Pole
- 15 Foot Steel 3 Inch Round Light Pole Black Housing · 0.00 · out of stock · Light Pole
- 4in Square Pole Tenon Adapter 2 Horizontal 2-3/8in O.D. Tenon 90° · 0.00 · out of stock
- Double Tenon Adapter for 4 Inch Square Pole · 0.00 · out of stock
- 90 Degree Quad Square Vertical Tenon For 4 Fixtures · 0.00 · out of stock
- 25ft 4*4 inch Square Steel Light Pole 11 Gauge · 0.00 · out of stock · Light Pole
- 180 Degree Round Double Bullhorn Tenon for 2 fixtures · 0.00 · out of stock
- 180 Degree Round Triple Bullhorn Tenon for 3 fixtures · 0.00 · out of stock
- Pole Tenon Spoke Double 180‘ Horizontal Tenon Adaptor · 0.00 · out of stock
- Slip filter to round pole adaptor · 0.00 · out of stock
- Twin Square Straight Bull Horn for 2 fixtures · 0.00 · out of stock
- Triple Bullhorn Tenon for 3 fixtures-120 Degree Round · 0.00 · out of stock
- 4 Light Bullhorn Light Pole Adapter for Slip Fitter Mount · 0.00 · out of stock
- 5in square base tenon adapter · 0.00 · out of stock
- 4in square base tenon adapter · 0.00 · out of stock
- 5in round base tenon adapter · 0.00 · out of stock
- 4in round base tenon adapter · 0.00 · out of stock
- 3in round base tenon adapter · 0.00 · out of stock
- 20ft 4*4 inch Square Steel Light Pole 11 Gauge · 0.00 · out of stock · Light Pole
- 24W LED Bollard Light AC 100~277V For Pathway Lighting · 0.00 · out of stock
- 100W All in One Solar Street Light- Microwave Motion Sensor+Dusk to Dawn Photocell-CCT 5700K · 0.00 · out of stock · Solar Street Light
- 70W All In One Solar Street Light With Motion Sensor CCT 5700K · 0.00 · out of stock
- 50W All In One Solar Street Light With Motion Sensor CCT 5700K · 0.00 · out of stock
- 1200W LED Sport Light AC 120-277V CCT 5000K 38 Beam Degree · 0.00 · out of stock
- 600W LED Sport Light High Voltage AC 277-480V CCT 5000K · 0.00 · out of stock
- 600W LED Sport Light AC 120-277V 38 Beam Degree CCT 5000K · 0.00 · out of stock
- 600W/700W/800W AC 277-480V Wattage Selectable Sport Light · 0.00 · out of stock
- 300W LED Shoebox Light, Area Light,Type III ,Dark Bronze, 39000 lumens-5000K · 0.00 · out of stock
- 26W LED Vanity Light-1,800 Lumens Output-AC 120V-CCT 3000K/4000K/5000K-Dimmable · 0.00 · out of stock · Vanity Light
- 28W Gooseneck Barn Light-CCT Adjustable-CCT 2700K/3000K/4000K/5000K/5700K-Dusk To Dawn Photocell · 0.00 · out of stock
- 17W LED Sconce Light-1,200 Lumen Output-CCT 3000K/4000K/5000K-AC 120V-Dimmable · 54.98 · out of stock
- 25W LED Vanity Light-1,700 Lumens Output- AC 120V Dimmable-CCT 3000K/4000K/5000K · 75.98 · out of stock
- 12W LED Wall Sconce Light-700 Lumens Output-CCT 3000K/4000K/5000K-AC 120V-Dimmable · 0.00 · out of stock
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/ldsled
Cite this score: Engagemii (2026). "AEO Score for LDS LED." Retrieved from https://engagemii.com/aeo/brands/ldsled
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