The Ojuelos de Jalisco artifacts feature a wide array of engraved glyphs, many of which exhibit structured patterns that suggest intentional linguistic design. Through detailed epigraphic and symbolic analysis, Ancient Aztlan’s research has identified these glyphs as a hybrid system composed of ideograms—symbols that encode complex ideas—and phonograms—symbols that convey sound and frequency-based meaning. Unlike alphabetic writing systems, these symbols do not map directly to phonetic language, but instead form a symbolic lexicon operating through vibrational and conceptual resonance. Each symbol operates as a standalone transmission, contextually bound to the visual narratives found on the artifacts.

Ancient Aztlan has also conducted extensive cross-cultural comparative analysis with other ancient writing systems, identifying symbolic and structural parallels to Epi-Olmec glyphs, Shang Dynasty turtle shell inscriptions, pre–Proto-Cuneiform, and Egyptian hieroglyphic traditions.

From a metaphysical perspective, these hieroglyphs may act as vibrational keys—glyphic structures encoded with energetic frequencies designed to interact with the human biofield. Many intuitive analysts describe these as components of an ancient starlight language, capable of transmitting meaning through resonance rather than syntax. In this framework, the glyphs serve not simply as written communication, but as energetic activators—intended to align the observer with higher states of awareness or specific dimensional frequencies.