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AI Visibility Scorecard
lsxtra.com · Automotive
At 3/10, Shafiroff Chevy, Ford, and LS Drag Race and Pump Gas Engines is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#294,974 of 331,668 in Automotive for AI visibility
3
/10
AEO Score
from our crawl and measurement
"Shafiroff Chevy, Ford, and LS Drag Race and Pump Gas Engines. Shafiroff Racing Delivering Quality, Performance and Reliability for Over 50 Years!." That is how Shafiroff Chevy, Ford, and LS Drag Race and Pump Gas Engines of Bohemia, NY introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
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 once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3/10, Shafiroff Chevy, Ford, and LS Drag Race and Pump Gas Engines is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Shafiroff Chevy, Ford, and LS Drag Race and Pump Gas Engines
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lsxtra
Cite this score: Engagemii (2026). "AEO Score for Shafiroff Chevy, Ford, and LS Drag Race and Pump Gas Engines." Retrieved from https://engagemii.com/aeo/brands/lsxtra
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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