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AI Visibility Scorecard
tender-light.com · Professional Services
Borderline visible. AI bots can crawl Tender Light Scientific — R&D Consulting for Strategic Scientific Solutions, 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
#344,955 of 477,966 in Professional Services for AI visibility
3.7
/10
AEO Score
from our crawl and measurement
Tender Light Scientific R&D Consulting for Strategic Scientific Solutions is a business whose own site puts it this way: "Tender Light Scientific provides expert R&D consulting services, combining scientific rigor with innovative strategy to help you make informed, data-backed decisions that drive real-world." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
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.
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 3.7/10, Tender Light Scientific — R&D Consulting for Strategic Scientific Solutions is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tender Light Scientific — R&D Consulting for Strategic Scientific Solutions
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tender-light
Cite this score: Engagemii (2026). "AEO Score for Tender Light Scientific — R&D Consulting for Strategic Scientific Solutions." Retrieved from https://engagemii.com/aeo/brands/tender-light
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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