AI Visibility Scorecard
Build Your MVP from 3 Weeks
lansez.com · Technology
Somewhat visible. AI bots can read Build Your MVP from 3 Weeks, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#567,090 of 2,707,348 in Technology for AI visibility
50
AI Naming Predictability
iSometimes named · 50/100
5
AEO Visibility
iBorderline · 5.3/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About Build Your MVP from 3 Weeks
from our crawl and measurement
Build Your MVP from 3 Weeks describes itself simply: "Fixed-scope MVP and custom product development. Based in Switzerland, delivered by a senior team for founders internationally." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (ProfessionalService, WebSite, Service), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 5.3/10, Build Your MVP from 3 Weeks has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Is this right for you?
We only take on projects we can deliver well. Here is how to know if that is yours.This is for you ifYou have a clear idea and want to test it with real usersYou need to ship something real in weeks, not monthsYou want a fixed price with no budget surprisesYou're the decision-maker and can move quicklyYou know the one thing your product needs to do firstNot a fit ifScope is still undefined or changing frequentlyYou.
Is this your brand?
The exact fixes for Build Your MVP from 3 Weeks
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Build Your MVP from 3 Weeks.
Source & Attribution
Scored by Engagemii on October 14, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lansez
Cite this score: Engagemii (2026). "AEO Score for Build Your MVP from 3 Weeks." Retrieved from https://engagemii.com/aeo/brands/lansez
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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