▼ 2.2 since Jul 2026
#1,184,254 OF 1,386,985 IN FOOD & BEVERAGE
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AI Visibility Scorecard
Save the Incandescent Bulb
savebulbs.com · Food & Beverage
At 2.8/10, Save the Incandescent Bulb is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 5 times
Meta AI · Claude
#1,184,254 of 1,386,985 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 2.8/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Save the Incandescent Bulb
from savebulbs.com
Join the movement to save incandescent bulbs. Learn how to take action, sign petitions, and support legislation to prevent the upcoming ban on traditional lighting in the U.S.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 2.8/10, Save the Incandescent Bulb is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Save the Incandescent Bulb
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/savebulbs
Cite this score: Engagemii (2026). "AEO Score for Save the Incandescent Bulb." Retrieved from https://engagemii.com/aeo/brands/savebulbs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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