AI Visibility Scorecard
Northwest LED Lighting
northwestled.com · Home & Living
Borderline visible. AI bots can crawl Northwest LED Lighting, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 7 times
Claude · Meta AI · ShapBot · Perplexity
#28,574 of 1,377,903 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
0
AI Adoption
iNone detected · 0/100
About Northwest LED Lighting
from our crawl and measurement
Northwest LED Lighting operates out of Mount Vernon, WA in the Home & Living space. When AI engines look at it, they find little to work with. It scores 4.2 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 visited 2 times in our tracking, including ClaudeBot (Anthropic) 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
Good
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
Weak
Little domain authority yet.
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 4.2/10, Northwest LED Lighting is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Northwest LED Lighting?
Northwest LED Lighting designs and produces PERFECT FIT Linear LED Lighting in our Mount Vernon shop using only premium components. Our products are custom made for an exact fit in your project, yet cost less than off the shelf products from other suppliers. View Gallery
Contractor or Design Professional?
Fill out our short form to get your login access to design & installation resources, quick quotes and ordering. Register Now Custom Made Locally Produced Tested & Certified Energy Efficient Founded in 2007 to introduce cutting-edge LED technology to the northwest, Northwest LED Lighting designs and produces PERFECT FIT LED Lighting for a growing customer base in the northwest and around the USA.
Is this your brand?
The exact fixes for Northwest LED Lighting
Which AI engines already crawl you
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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 Northwest LED Lighting.
Northwest LED Lighting lists 78 products, 78 in stock, priced 0.00 to 249.95.
Show all 78 products
- Dimmer / Driver Combo Switch · 108.60 · Drivers
- LT-M1D Remote Control Dimmer Switch and LT-P1 controller / receiver · 24.95 · Drivers
- Button Touch Dimmer Switch · 29.95 · Drivers
- Rocker Switch · 10.00 · Drivers
- Door Pressure on/off switch · 5.95 · Drivers
- Proximity Switch · 19.95 · Drivers
- Micro Flange Fixture · 0.00 · Fixtures
- Micro XS Fixture · 0.00 · Fixtures
- Full Roll: COB 4.6 LED Ribbon 4.6 w/ft. · 169.95 · Ribbon
- Whidbey-3 Fixture · 0.00 · Fixtures
- Camano Wall Washer Fixture · 0.00 · Fixtures
- Camano Fixture with Frosted 120 degree lens · 0.00 · Fixtures
- Camano 60 degree Fixture · 0.00 · Fixtures
- Camano 30 degree Fixture · 0.00 · Fixtures
- Camano Wall Grazer Fixture · 0.00 · Fixtures
- Full Roll: RGBW Multi Color + White LED Ribbon 5.1 w/ ft. · 149.95 · Ribbon
- Full Roll: RGB Multi Color LED Ribbon 4.4 w/ ft. · 129.95 · Ribbon
- Full Roll: Warm Dim Output LED Ribbon 3.9 w/ft. · 249.95 · Ribbon
- Micro Corner Housing · 40.00 · Housing
- Double Micro Housing · 40.00 · Housing
- Corner Housing · 40.00 · Housing
- Housing Accessory: Single Housing Channel · 5.95 · Housing
- Housing Accessory: Rotating Clip pack of 10 · 20.00 · Housing
- Housing Accessory: Mounting Clip pack of 10 · 7.50 · Housing
- Housing Accessory: Micro Housing Channel · 4.95 · Housing
- Housing Accessory: End Cap pack of 10 · 7.50 · Housing
- Full Roll: Soft Output LED Ribbon 1.45 w/ft. · 69.95 · Ribbon
- Full Roll: Medium-Bright Output LED Ribbon 2.9 w/ ft. · 129.95 · Ribbon
- Full Roll: Medium Bright Output Side Emitting LED Ribbon 1.5 w/ft. · 149.95 · Ribbon
- Full Roll: Extra-Bright Output LED Ribbon 4.4 w/ft. · 149.95 · Ribbon
- Full Roll: Dual-Bright Output LED Ribbon 5.9 w/ ft. · 0.00 · Ribbon
- Full Roll: Bright Output LED Ribbon 4 w/ft. · 129.95 · Ribbon
- Custom LED Fixtures · 0.00 · Fixtures
- Recessed Single Housing · 40.00 · Housing
- Single Housing · 40.00 · Housing
- Micro-Flex Housing · 32.00 · Housing
- Recessed Micro Housing · 32.00 · Housing
- Micro Housing · 32.00 · Housing
- Hardwired Non-Dimmable Drivers · 29.95 · Drivers
- Plug-In Non-Dimmable Drivers · 27.95 · Drivers
- Electronic Dimmable Drivers · 58.50 · Drivers
- SC Series Electronic Dimmable Drivers · 86.50 · Drivers
- Custom Length LED Ribbon · 0.00 · Ribbon
- Neon Flex Corner Emitting Flexible Fixture · 0.00 · Fixtures
- Neon Flex Top Emitting Flexible Fixture · 0.00 · Fixtures
- Neon Flex Side Emitting Flexible Fixture · 0.00 · Fixtures
- Mercer-HR Dual Indirect Fixture · 0.00 · Fixtures
- Mercer-S Sconce Fixture · 0.00 · Fixtures
- Mercer-C Cove Lighting Fixture · 0.00 · Fixtures
- Mercer-I Indirect In-wall Fixture · 0.00 · Fixtures
- Mercer-WW Wall Washer Fixture · 0.00 · Fixtures
- San Juan EX Fixture · 0.00 · Fixtures
- San Juan Fixture · 0.00 · Fixtures
- Whidbey-R Fixture · 0.00 · Fixtures
- Whidbey-2 Fixture · 0.00 · Fixtures
- Whidbey Fixture · 0.00 · Fixtures
- Vashon-TH Fixture · 0.00 · Fixtures
- Vashon-LP Fixture · 0.00 · Fixtures
- Vashon-R Fixture · 0.00 · Fixtures
- Vashon-RO Fixture · 0.00 · Fixtures
- Vashon-S Fixture · 0.00 · Fixtures
- Vashon EX Fixture · 0.00 · Fixtures
- Vashon Fixture · 0.00 · Fixtures
- Nano Indirect Fixture · 0.00 · Fixtures
- Nano Flange Fixture · 0.00 · Fixtures
- Nano Corner Fixture · 0.00 · Fixtures
- Nano Recessed Fixture · 0.00 · Fixtures
- Nano Deep Fixture · 0.00 · Fixtures
- Nano Thin Fixture · 0.00 · Fixtures
- Corner XL Fixture · 0.00 · Fixtures
- Micro-Flex Fixture · 0.00 · Fixtures
- Double Micro Fixture · 0.00 · Fixtures
- Recessed Single Fixture · 0.00 · Fixtures
- Single Fixture · 0.00 · Fixtures
- Micro Corner Fixture · 0.00 · Fixtures
- Corner Fixture · 0.00 · Fixtures
- Micro Fixture · 0.00 · Fixtures
- Recessed Micro Fixture · 30.00 · Fixtures
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/northwestled
Cite this score: Engagemii (2026). "AEO Score for Northwest LED Lighting." Retrieved from https://engagemii.com/aeo/brands/northwestled
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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