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Professional Light Bulb Replacement
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
#371,788 of 608,192 in Home & Living for AI visibility
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. Two-thirds of websites are invisible to them. Professional Light Bulb Replacement just got measured.
4/10 means Professional Light Bulb Replacement is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Professional Light Bulb Replacement
Light bulb replacement, bulb exchange, and illumination upgrade by professionals. Get light bulb replacement you can depend on.
Details
Industry: Home & Living
getlightbulbreplacement.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
7
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on July 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getlightbulbreplacement
Cite this score: Engagemii (2026). "AEO Score for Professional Light Bulb Replacement." Retrieved from https://engagemii.com/aeo/brands/getlightbulbreplacement
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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