Research, guides and example engagements.
Practical thinking on pricing, the digital shelf, market data and responsible collection, drawn from our work across five regions.
GCC quick commerce: what to measure in 2026
A measurement framework for benchmarking quick-commerce apps across GCC cities: metrics, sampling design, common pitfalls and Arabic/English normalisation.
Read the researchComparable hotel rates across four Latin American markets
An example of how a travel company serving Latin America can build a consistent view of public hotel rates across Brazil, Mexico, Colombia and Chile.
Build or buy: making the web scraping decision
An honest look at when to build web data collection in-house, when to use a managed service and when a hybrid makes more sense.
All insights
Comparable hotel rates across four Latin American markets
An example of how a travel company serving Latin America can build a consistent view of public hotel rates across Brazil, Mexico, Colombia and Chile.
Build or buy: making the web scraping decision
An honest look at when to build web data collection in-house, when to use a managed service and when a hybrid makes more sense.
Arabic text in data pipelines: encoding, direction and matching
Practical lessons on handling Arabic in scraped data, from broken encodings and right-to-left display to transliteration and fuzzy matching.
Responsible web data collection: a working standard
The principles, assessments and controls we apply before, during and after collecting publicly available web data for clients.
A clean, de-duplicated listings feed for a Singapore proptech platform
An example of how a Singapore property technology company can get a consistent, de-duplicated feed of public listings with personal data designed out.
GCC quick commerce: what to measure in 2026
A measurement framework for benchmarking quick-commerce apps across GCC cities: metrics, sampling design, common pitfalls and Arabic/English normalisation.
Minimum advertised price monitoring: a working guide
How brands can monitor advertised prices across sellers, build evidence that stands up to scrutiny and run a fair, consistent enforcement process.
The digital shelf playbook: what to measure and why
A structured approach to measuring search visibility, content quality, ratings, availability and offer ownership across online retailers.
Comparing prices across AED, SGD, EUR and BRL without fooling yourself
Exchange rates are the easy part of cross-market price comparison; taxes, instalments, formats and pack sizes are where analyses quietly go wrong.
A practical guide to competitor price monitoring
How to scope, match, capture and act on competitor prices so that your pricing team trusts the numbers and uses them.
Daily competitor price visibility for a GCC electronics retailer
An example of how a regional electronics retailer can move from manual price checks to a matched, daily view of competitor prices across the UAE and Saudi Arabia.