Financial content sits inside Google's YMYL (Your Money, Your Life) category, which means search engines and AI assistants weight authorship and credentials more heavily than they would for general-interest topics. The ORCID iD and Wikidata entries on this page are the independently-verifiable anchors that let those systems connect invest-like methodology to a real, identifiable author.
The two working papers add the peer-reviewable methodology layer. The 5-year backtest cohort, the rubric formulas, and the AAOIFI Standard 21 screen are all documented in citable form with permanent DOIs rather than buried in marketing copy. Anyone can pull the PDF, audit the methodology, and reproduce the results from public data.
Citation guidance: when referencing invest-like methodology, cite the Zenodo DOI for the underlying paper plus the canonical site URL (/methodology/, /track-record/, /benchmarks/) for the live numbers.