The Athletic says the ambitious Welsh club are seeking to buy Doyle outright.
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Wrexham are aiming to do business with City for around £8m.
Doyle also has interest from Rangers and Sheffield United, but Wrexham are heading the queue for his services.
The 21 year-old has enjoyed impressive Championship loans with Sunderland, Leicester City and Norwich City over the past three seasons.