What our datasets include
The site relies on structured data for providers, countries, investment categories, reviews, comparison routes, Academy topics, and tools. This keeps internal links consistent and makes large-scale audits possible.
- Platform names, slugs, websites, categories, supported countries, and review routes.
- Country pages and regional platform lists used by ranking pages.
- Investment category mappings such as stocks, funds, banking, real estate, retirement, sukuk, crypto, and business.
- Article metadata and Academy topic clusters.
Data limitations
Provider data can change without notice. We treat our datasets as editorial reference material, not as a live regulatory database or official provider feed.
Freshness controls
Structured data is checked during scheduled reviews and after material provider updates. We look for changes in fees, minimums, countries served, account restrictions, Shariah documentation, product coverage, and review URLs.
Pages that depend on shared provider data are easier to audit because the same platform record feeds rankings, reviews, comparisons, and internal links.
Known limitations
Some provider details are not published consistently across markets. A platform may show different fees, products, disclosures, or account rules depending on country, investor type, currency, or app version. When the public source is not clear, we prefer cautious language and direct verification.
Requesting updates
Providers and site visitors can request data corrections by sending the relevant page URL, source document, effective date, and explanation of the requested change.
Provider correction channel
Provider teams can send official updates through the contact or corrections pages. We may update factual fields after source review, but provider submissions do not guarantee better ratings, ranking placement, or softer editorial conclusions.