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Mr Liquidator

When Boston shoppers ask ChatGPT, Perplexity and Google AI Mode about furniture, none of the 30 answers names Mr Liquidator. #29 of 80 local furniture stores; AI names Room & Board in 20.

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AI answers that name it0 of 30
  • ChatGPT0 of 10
  • Perplexity0 of 10
  • Google AI Mode0 of 10

Leader: Room & Board, 20 of 30

Asked on 30 October 2026

Mr Liquidator

  • 4.3 · 450 Google reviews
  • 280 Revere Beach Pkwy, Chelsea, MA 02150
  • Furniture
  • mrliquidatorfurniture.com

More Google reviews than 90% of the furniture stores in Boston. Yet AI names 35 other furniture stores here, Room & Board first, with 120 reviews.

What AI answers instead

A shopper asks ChatGPT: “best furniture store in Boston”. The answer names:

  1. Lekker Home
  2. Room & Board
  3. LAZZONI Furniture & Closets
  4. Blu Dot

Mr Liquidator 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 Mr Liquidator or links its site.

  1. best furniture store in Boston
  2. where to buy a sofa in Boston
  3. modern furniture store in Boston
  4. affordable furniture stores in Boston with delivery
  5. locally made furniture in Boston
  6. best place to buy a dining table in Boston
  7. mid-century modern furniture shop in Boston
  8. patio furniture store in Boston
  9. furniture store in Boston with fast delivery
  10. independent furniture shops in Boston worth visiting

What AI finds on mrliquidatorfurniture.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.

Nearby, in 02150

Other furniture stores with the same ZIP code.

Is Mr Liquidator yours?

The free scan asks the questions your shoppers ask, built from your own catalog, and shows who AI picks instead of you and what to fix. On a plan, 7BE does the work: product texts, feeds and reviews, checked every week.

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