case study — 03 / 03

ahh scallops!

client-supplied research data shaped for a launch-ready platform

visit Ahh Scallops! ↗
The Ahh Scallops! flying scallop
client
ahh scallops! team
year
2026
discipline
data preparation / web back-end
role
client-supplied data preparation and back-end development

ahh scallops! compares food prices across delivery platforms and direct ordering. Correlo cleaned and matched millions of client-supplied menu items and built the fast backend for launch.

approach

working from datasets supplied by the ahh scallops! team, correlo focused on entity matching: identifying when differently named or formatted records referred to the same restaurant, then reconciling millions of menu-item records across delivery platforms and direct ordering channels. correlo transformed the supplied data into application-ready structures and built the web back-end to serve the comparison experience quickly as the product moved towards launch.

outcome

the project launched with a high-performance web back-end connecting the ahh scallops! team's data to a consumer-facing comparison tool. the ahh scallops! team supplied the source data; correlo prepared it for the platform through cleaning, entity matching and application-ready structuring, then built the back-end foundation within their broader product.

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Ahh Scallops! | web back-end | correlo