
A reference implementation methodology for unified engine optimization (SEO + AEO + AIO + GEO + LLMO) using declarative AI-citation surfaces (llms.txt, llms-full.txt, aeo.json, entity.json, brand.json), live Schema.org JSON-LD injection via nginx SSI, and a 26-page canonical reference library of HTTP/HTML signals. Companion software: aio-surfaces (Python) and seo-sidecar (FastAPI+nginx). Living reference at thatdevpro.com/reference.
SEO, AEO, generative engine optimization, GEO, AI search, answer engine optimization, schema.org, llms.txt, LLMO, AI citation
SEO, AEO, generative engine optimization, GEO, AI search, answer engine optimization, schema.org, llms.txt, LLMO, AI citation
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
