AI Visibility Scorecard
Lancereal
lancereal.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Lancereal, 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
#156,850 of 268,060 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Lancereal
from our crawl and measurement
Lancereal Powertrain Solutions & System Integration is a business whose own site puts it this way: "Lancereal is a leading powertrain solutions provider and systems integrator for industrial and mobile equipment used across sectors." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
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 4.4/10, Lancereal is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What do our clients say?
We’re incredibly proud to be able to deliver bespoke solutions for our customers. Lancereal helps us achieve this and together, we’re transforming the industry through innovation and truly doing things differently."Paul Dillon - Managing Director, Aldercote
Is this your brand?
The exact fixes for Lancereal
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lancereal
Cite this score: Engagemii (2026). "AEO Score for Lancereal." Retrieved from https://engagemii.com/aeo/brands/lancereal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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