Needles & Pens
When San Francisco shoppers ask ChatGPT, Perplexity and Google AI Mode about candles, none of the 30 answers names Needles & Pens. #23 of 75 local candle shops; AI names Often Wander in 15.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Often Wander, 15 of 30
Asked on 30 October 2026Needles & Pens
- 4.7 · 140 Google reviews
- 1173 Valencia St, San Francisco, CA 94110
- Candles
- needlesandpens.com
More Google reviews than 84% of the candle shops in San Francisco. Yet AI names 23 other candle shops here, Often Wander first, with 43 reviews.
What AI answers instead
A shopper asks ChatGPT: “best candle shop in San Francisco”. The answer names:
- P.F. Candle Co. San Francisco
- Often Wander
- ZGO Perfumery
- Foggy Notion
Needles & Pens is not in it, or in any of the other 29 answers.
The 10 questions we asked
Each asked in ChatGPT, Perplexity and Google AI Mode. A tick: at least one answer to it names Needles & Pens or links its site.
- best candle shop in San Francisco
- where to buy handmade candles in San Francisco
- local candle makers in San Francisco
- soy candles made in San Francisco
- candle store in San Francisco with online ordering
- best place to buy candle gifts in San Francisco
- luxury candles in San Francisco
- natural candle shop in San Francisco
- custom scented candles in San Francisco
- which local candle shop in San Francisco do people recommend
What AI finds on needlesandpens.com
A free check of the store's home page, robots.txt and llms.txt, on 3 November 2026. These are the signals AI assistants read first.
- Store details in structured dataNo Organization or LocalBusiness data on the home page: AI has to guess who and where the store is.
- Products in structured dataNo Product data on the home page: AI cannot see what the store sells or for how much.
- Ratings in structured dataNo rating or review data: AI leans on other sites to judge the store.
- Open to AI assistantsrobots.txt lets the AI crawlers in.
- llms.txtNo llms.txt: no short summary written for AI assistants.
- Secure site (HTTPS)Opens over HTTPS.
Stores like it that AI names
Close in Google rating and reviews.
- Le Labo3 of 30 · ★ 4.6 · 130 reviews
- Heath Ceramics4 of 30 · ★ 4.7 · 241 reviews
- P.F. Candle Co. San Francisco6 of 30 · ★ 4.9 · 126 reviews
Nearby, in 94110
Other candle shops with the same ZIP code.
- Heath Ceramics4 of 30 AI answers
- Black & Gold2 of 30 AI answers
- Super Simple1 of 30 AI answers
- Therapy Stores0 of 30 AI answers
Is Needles & Pens yours?
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