AI Visibility Scorecard
nedvedtech.com
robertnedved.com · Home & Living
Borderline visible. AI bots can crawl nedvedtech.com, 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 1 times
Claude
#1,185,630 of 1,371,902 in Home & Living for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About nedvedtech.com
from our crawl and measurement
nedvedtech.com describes itself simply: "Lighting, Reviews, Solar Gama sonic gs-9i Solar Bollard Installation Security It’s Almost 2021 and people are still reusing passwords." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 3.5/10, nedvedtech.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
So, Why Don’t All HVAC Units Ship With This?
My opinion – Two cold, hard truths: Cost. An Easy Start adds ~$400 to your HVAC compressor cost (of course, less at “cost” – but it is not an insignificant number). This means you are either cutting into OEM margins or increasing the cost to the consumer. Planned obsolescence.
Is this your brand?
The exact fixes for nedvedtech.com
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 nedvedtech.com.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/robertnedved
Cite this score: Engagemii (2026). "AEO Score for nedvedtech.com." Retrieved from https://engagemii.com/aeo/brands/robertnedved
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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