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Last checked: October 16, 2026

AI engines have never heard of granite world in harwich ma

Asked "What is granite world in harwich ma?", none of the 4 engines could describe it. Asked for recommendations, granite world in harwich ma was named in 3 of 12 answers.

Named in 3 of 12 answers across 4 engines in this one run · How this score is calculated

Why, in order

  1. 1

    Your own site isn't readable to AI yet

    When an engine can't describe a brand from its own pages, it can't recommend it. Fix first: a plain-language llms.txt and FAQ schema on granite world in harwich ma's site.

  2. 2

    This check cited gwcstones.com, google.com, houzz.com — none of them led to granite world in harwich ma

    Those are the pages the engines trusted for these questions. granite world in harwich ma was named in 3 of 12 answers.

They are cited from superpages.com, houzz.com, gwcstones.com, bbb.org. Getting listed there is the path to catch up; most of it is free.

Perplexity logo
Perplexity
Recommended
1/3 promptsBest position: #1

“Granite World Countertops is the clearest local option: it’s listed at 202 Queen Anne Rd., Harwich, and offers granite countertops for kitchens.”

Claude logo
Claude
Recommended
1/3 promptsBest position: #1

“Granite World Countertops Inc. Located at 202 Queen Anne Rd, Harwich, MA 02645, you can call (508) 430-1085. This company is currently rated 5 out of 5 stars overall and offers sales, fabrication, and installation of top-quality stone to customers, builders, and designers.”

ChatGPT logo
ChatGPT
Recommended
1/3 promptsBest position: #1
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Gemini logo
Gemini
Not mentioned
0/3 prompts
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AI Brand Visibility: The New Competitive Edge

Across 2,556 brands we have measured since 2026-02-16, 60% scored zero — not one of the four engines named them for any of the questions their own customers would ask. The average score was 14.6%. Measured 2026-09-20; how we measure.

GeoBuddy asks ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google) and Perplexity the questions your customers ask, and records who each one names. The free check gives you a visibility score in about a minute; paid plans re-ask the same questions on a schedule, so a change month to month means something.

Key Definitions

AI Brand Visibility
The frequency and prominence with which AI assistants (ChatGPT, Claude, Gemini, Perplexity) mention and recommend a brand in response to user queries. Measured as a percentage across monitored prompts.
GEO (Generative Engine Optimization)
The practice of optimizing brand presence in AI-generated responses. Unlike SEO which targets search engine algorithms, GEO focuses on building authority signals that large language models use to formulate recommendations. See the full GEO guide for how it works and how to improve it.
Share of Voice (AI)
The percentage of AI recommendations in your industry that mention your brand compared to competitors. A key metric for understanding competitive positioning in AI search.