Amazon
Visibility Score
Avg Platform Score
AI Mention Rate
4/20 queries
GEO Readiness
Platform Breakdown
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Visibility Gaps
16 queries missing Amazon"limescale remover"
"how to remove limescale from taps"
"heavy duty limescale remover"
"all purpose cleaner for bathroom"
"how to clean bathroom tiles effectively"
"500ml tap cleaner pack of 2"
Recommended Content to Create
16 pieces recommended2 Comparison & Alternative Pages
AI platforms heavily cite head-to-head comparison pages
4 How-To Guides & Tutorials
Step-by-step content gets cited in AI answers to problem-solving queries
1 Review & Listicle Features
Get featured in "best tools" lists that AI platforms aggregate
1 Thought Leadership Articles
Industry analysis and expert perspectives that establish authority
8 Product & Feature Pages
Detailed product pages AI platforms reference for feature queries
Discovery Queries
4 of 20 queries mention AmazonDr. Swipey Shine Tap Cleaner
limescale remover
how to remove limescale from taps
Amazon Health & Personal Care
heavy duty limescale remover
Amazon tap cleaner
all purpose cleaner for bathroom
how to clean bathroom tiles effectively
500ml tap cleaner pack of 2
foaming bathroom cleaner
best way to clean shower glass
Amazon Health household supplies
mildew remover for bathrooms
best limescale removers for bathrooms
recommendations for bathroom cleaner
bathroom cleaning products India
non-toxic tap cleaner
Dr. Swipey Shine vs other tap cleaners
how to use foaming cleaner for scrubbing
eco-friendly bathroom cleaner
Competitive Landscape
Brands that appear alongside yours in the same AI queries and topics↑ Eco-friendly, pleasant scents, widely available.
↓ More expensive than some competitors, not always effective on the toughest stains.
Shared AI query topics
↑ Effective on tough stains like limescale and soap scum, popular on social media.
↓ May require some scrubbing, can be difficult to find in some stores.
Shared AI query topics
↑ Very effective at removing hard water stains, limescale, and rust.
↓ Strong chemical odor, may be too harsh for some surfaces, not an all-purpose cleaner.
Shared AI query topics
↑ Disinfecting properties, effective on limescale and soap scum, widely available.
↓ Strong chemical odor, not always eco-friendly.
Shared AI query topics
↑ Foaming action helps with cleaning, effective on soap scum and limescale.
↓ Foam can be mild, can be more expensive than some alternatives.
Shared AI query topics
Action Items
3 opportunities identifiedAdd llms.txt file
Create a /llms.txt file to instruct AI models how to describe your brand.
Create authoritative content
Publish thought leadership content to increase AI training data about your brand.
Add XML sitemap
Create a sitemap.xml so AI crawlers can discover all your pages.
How AI Search Visibility Is Measured
OpenFound's GEO Index tracks brand visibility across ChatGPT, Gemini, Claude, and Perplexity. Each week, we run hundreds of industry-relevant queries and analyze whether brands are mentioned, cited, or recommended in AI-generated responses.
The visibility score (0–100%) reflects the share of relevant queries where the brand appears, weighted by citation quality, positioning, and sentiment. Brands in Other are benchmarked against peers in the same vertical.
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