The major retailer has indicated its intent to open a convenience store in plans submitted to North Northamptonshire Council.
They have put in an application for store signs for a Tesco Express in Irthlingborough Road, on a site which will be known as the Parkwell Local Centre, near curry house Kohinoor.
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Marketing material advertising other retail units at the Parkwell Local Centre say the site has been 'pre-let' to Tesco.
Drawings submitted to planning officers say the store will have an ATM outside.
A gantry plan submitted as part of the application suggests it will have a bakery and a Costa Express inside.
It is not yet known when the store could open or how many jobs it could create.
Tesco has not responded to the Northants Telegraph's request for a comment.
The nearest Tescos to Finedon are currently the Express store in Irthlingborough and stores in Wellingborough.