#23
of 58 stores measured
The index › the United States › Lighting › Harbor Freight
Harbor Freight in the Krillo Index
When shoppers in the United States ask ChatGPT and Gemini where to buy lighting, is Harbor Freight named? This is the answer from our latest monthly measurement, November 2026.
1/35
buying questions where AI names it; the category median is 1
1
questions where AI recommends it outright
Measured with ChatGPT and Gemini, the same questions for every store in this category, asked in the language of the market. Read how we measure.
Around Harbor Freight
#21Elliott Electric Supply1/35
#22Gexpro1/35
See the full ranking for Lighting
#23Harbor Freight1/35
#24CB210/35
#25LightingDirect3/35
What AI says about Harbor Freight
In the 2 answers that name Harbor Freight, AI mentions: low prices (1x).
“For the cheapest functional options, start with Walmart, Amazon, Harbor Freight, and Home Depot clearance.”
ChatGPT, asked: Where can I find cheap outdoor lighting online in the US?
“Harbor Freight: If you need functional outdoor lighting (solar motion-sensor floodlights, shed lights, or security lights) rather than purely decorative lighting, Harbor Freight is often the cheapest place in the country.”
Gemini, asked: Where can I find cheap outdoor lighting online in the US?
Quoted word for word from the answers in our measurement. What AI says about your store decides which buying questions it names you for.
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