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AI Visibility Scorecard
Leslie Hodgin
speakfluentglobal.com · Technology
Borderline visible. AI bots can crawl Leslie Hodgin, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,275,119 of 2,623,328 in Technology for AI visibility
4.7
/10
AEO Score
About Leslie Hodgin
from our crawl and measurement
Leslie Hodgin describes itself simply: "LINGO helps international brands develop market-ready websites, messaging, pitch decks, and marketing communications for English-speaking markets." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Under the hood there is structured data on the page (WebSite, Organization, LocalBusiness) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
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 4.7/10, Leslie Hodgin is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Leslie Hodgin
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/speakfluentglobal
Cite this score: Engagemii (2026). "AEO Score for Leslie Hodgin." Retrieved from https://engagemii.com/aeo/brands/speakfluentglobal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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