Industry benchmark metrics (illustrative)
Leader citation rate
Median share top lighting makers are cited in AI answers.
Cert signal weight
CE/UL/DLC are strong citation signals in lighting queries.
Project vs consumer
Project queries weigh cases; consumer weighs price.
Long-tail blue ocean
Many niche-scenario questions still uncited.
Note: the table illustrates metric dimensions; exact figures follow SeaSight GEO monitoring reports. Lighting is a SeaSight GEO deep-expertise industry with the richest structured material.
Your gap and opportunity
Common lighting-plant gaps: certifications only as images, unsystematic project cases, no content for niche scenarios (hotel / commercial). Structuring certs and cases lets you claim long-tail questions first.
How to benchmark yourself
- Measure your current citation rate with the AI Visibility Audit.
- Find your weakest layer against this page (see Framework).
- Prioritise project-case and niche-scenario citation assets.
FAQ
How does lighting GEO differ from other industries?
Lighting buyers rely heavily on certifications (CE/UL/DLC) and project cases, with many niche scenarios. Structured certs + scenario cases are the twin engines of lighting citation.
How critical are project cases to citation?
Critical. AI prefers suppliers 'backed by real projects' in project queries. Make hotel/commercial cases structured, attributable facts.
Want to know if your brand is 'visible' in AI search?
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