AI Visibility Scorecard
frozenlemons.com · Technology
Somewhat visible. AI bots can read Business Naming Service for Startups & Small Businesses, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence · Perplexity
#464,490 of 2,706,057 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Struggling to name your business? Get unique, ready-to-use business names from naming experts in 24, 48 hours. Affordable, fast, and done for you." That is how Business Naming Service for Startups & Small Businesses introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.4/10, Business Naming Service for Startups & Small Businesses has a working base to build on - fixable, and the signals above are where to start.
Still unsureabout something?
Frequently asked questions.FAQWhat if I don't like any of the names you create?Most clients find a name they love in the first round. But if nothing clicks immediately, that’s completely fine. Naming is a creative process, and your feedback helps us sharpen the direction fast. Depending on your plan, you’ll receive multiple revision rounds, and our Signature plan includes revisions until you’re happy.
Are you next?
⭐ 4.8/5 rating • See 275+ reviews on TrustpilotName my business nowName my business now© 2010-2026 Frozen LemonsBlogTermsPrivacy [email protected]’ll be in good company…Just last month 207 entrepreneurs used our service.
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frozenlemons
Cite this score: Engagemii (2026). "AEO Score for Business Naming Service for Startups & Small Businesses." Retrieved from https://engagemii.com/aeo/brands/frozenlemons
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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