GEO / SEO scoring
Scoring publico del sistema GEO.
Vista operativa del mismo scoring usado en CI para validar citabilidad IA, autoridad, contenido, base tecnica, datos estructurados, blog editorial y recursos para plataformas de busqueda generativa.
Blog editorial / GEO
Actualizacion, portadas y datos para crawlers
Actualizacion y alineacion
6/6 checks cumplidos
- OK /api/blog returns at least 10 visible posts
- OK Latest visible blog post is recent enough for daily editorial cadence
- OK UMCLI latest blog post matches /api/blog latest post
- OK UMCLI includes every current /api/blog top 10 slug
- OK RSS exposes the latest visible blog post
- OK Blog sitemap exposes current top 10 slugs
Integridad de portadas
5/5 checks cumplidos
- OK Top 20 posts expose absolute cover image URLs
- OK Top 20 posts avoid generic fallback cover assets
- OK Blog sitemap exposes image:loc for every top 20 cover
- OK Audited detail pages expose OG and Twitter cover images
- OK Audited detail pages expose Article/BlogPosting JSON-LD images without parse errors
Diversidad visual
4/4 checks cumplidos
- OK Top 10 posts do not repeat cover images
- OK Top 20 cover uniqueness ratio is at least 75%
- OK No cover image is reused more than 3 times in the UMCLI 50-post corpus
- OK The UMCLI 50-post corpus has at most 5 duplicate cover groups
Metadatos y schema
6/6 checks cumplidos
- OK Top detail pages return HTTP 2xx
- OK Top detail pages expose exact canonical URLs
- OK Top detail pages expose readable title and meta description lengths
- OK Top detail pages expose parseable Article/BlogPosting JSON-LD
- OK Top detail pages expose one usable H1-level article title
- OK Top detail pages expose article:published_time
Gobernanza editorial
4/4 checks cumplidos
- OK GEO blog-index defines editorial role and recommended topics
- OK Recent blog corpus covers at least 3 editorial categories
- OK Blog API posts are sorted newest-first by fecha_publicacion
- OK Blog API slugs are unique and avoid legacy/test slugs
Categorias ponderadas
Donde se gana el puntaje
Citabilidad IA
7/7 checks cumplidos
- OK llms-full exposes citation-ready sections
- OK GEO cases expose a large canonical evidence corpus
- OK Image evidence coverage is complete and canonical
- OK FAQ answers are source-linked and self-contained
- OK Buyer intents include query families and canonical answer pages
- OK Authority hubs link services and evidence cases
- OK Service 101 exposes applied equipment evidence
Autoridad de marca
6/6 checks cumplidos
- OK Brand facts identify name, website, location and contact
- OK Institutional proof lines are present and usable
- OK Authority resource exposes trust signals and canonical hubs
- OK Brand name is consistent across GEO and page surfaces
- OK Contact and ContactPoint signals are present
- OK Authority resources avoid non-canonical domain leaks
Calidad de contenido
6/6 checks cumplidos
- OK Commercial hubs include buyer need, services, sectors and evidence
- OK Page titles and descriptions are concise and readable
- OK Commercial hub pages have one H1 and substantial answer content
- OK Topic and intent resources cover target business vocabulary
- OK Blog index defines an editorial role and recommended topics
- OK Buyer intents include decision frames and buyer needs
Base tecnica
5/5 checks cumplidos
- OK Discovery resources return HTTP 2xx
- OK No apex/non-canonical URL leaks in discovery surfaces
- OK Required HTML routes return HTTP 2xx
- OK Required pages expose title, description, canonical and index robots
- OK OG images and image sitemap are canonical and complete
Datos estructurados
5/5 checks cumplidos
- OK Every scored page has parseable JSON-LD
- OK Commercial GEO hubs expose WebPage, Service, FAQ, ItemList and Breadcrumb schema
- OK Core pages carry Organization and LocalBusiness schema
- OK GEO JSON resources carry canonicalDomain, language and brand markers
- OK FAQ and buyer-intent structured resources are populated
Optimizacion por plataforma
5/5 checks cumplidos
- OK llms.txt and llms-full.txt cross-link discovery resources
- OK sitemap-geo.xml lists GEO resources and commercial hubs
- OK robots.txt explicitly allows AI crawler access to GEO resources
- OK /geo human index links machine-readable resources
- OK llms-full.txt lists core commercial/navigation pages
Fallas abiertas
Sin fallas de scoring
El scoring actual no registra checks fallidos contra el gate configurado para produccion.
Metodo
Scoring adaptado a UMSA
El modelo local toma como referencia el enfoque GEO/SEO de geo-seo-claude, sin dependencia runtime externa. El calculo se ejecuta sobre recursos publicos, canonicals, JSON GEO, sitemaps, llms.txt, schema y evidencia comercial.
El bloque editorial del blog usa un score local separado para verificar frescura, alineacion con UMCLI, portadas originales, diversidad visual, metadatos, JSON-LD y gobernanza de publicacion. Referencia interna: UMSA editorial GEO scoring: freshness, cover integrity, cover diversity, metadata and publishing governance.
- Citabilidad IA
- 25%
- Autoridad de marca
- 20%
- Calidad de contenido
- 20%
- Base tecnica
- 15%
- Datos estructurados
- 10%
- Optimizacion por plataforma
- 10%