AI Visibility Scorecard
MM DEV LABS
mmdevlabs.com · Technology
Borderline visible. AI bots can crawl MM DEV LABS, 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.
AI engines read this profile 1 times
Claude
#944,968 of 2,705,025 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
?
AI Adoption
iNone detected · -/100
About MM DEV LABS
from our crawl and measurement
MM DEV LABS describes itself simply: "MM DEV LABS automatiza procesos y desarrolla software a medida para PyMEs y startups en México y LATAM. Precio fijo, entrega en semanas y código 100% del cliente." Its AI visibility score is 5.0 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 (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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 5/10, MM DEV LABS is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
¿Tu equipo pierde horas en procesos manuales?
Excel, WhatsApp y correos no son un sistema. Son parches. Mientras operas así, pagas en tiempo, errores y clientes perdidos — aunque no lo veas en una factura.Horas perdidas en trabajo manualTu equipo copia información entre Excel, WhatsApp y correos todos los días. Eso no escala: escala el cansancio y el error.Costos que no ves en el ExcelRetrasos, retrabajo y oportunidades perdidas cuestan más que el software.
Is this your brand?
The exact fixes for MM DEV LABS
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 MM DEV LABS.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mmdevlabs
Cite this score: Engagemii (2026). "AEO Score for MM DEV LABS." Retrieved from https://engagemii.com/aeo/brands/mmdevlabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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