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 y recursos para plataformas de busqueda generativa.
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.
- Citabilidad IA
- 25%
- Autoridad de marca
- 20%
- Calidad de contenido
- 20%
- Base tecnica
- 15%
- Datos estructurados
- 10%
- Optimizacion por plataforma
- 10%