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"could aid" is correct and commonly used in written English.
It is typically used when describing a possibility or potential action that may be helpful or beneficial. Example: In times of crisis, donations from generous individuals could aid in providing much-needed resources for those in need.
Exact(59)
And steps to soften the recession could aid school performance.
One trend in the industry could aid Rheingold's comeback.
Could aid - that most contentious of subjects - be crowd-sourced?
His death, the author promised, could aid his loved ones.
New studies could aid public health efforts.
But it seems Yeti could aid that.
This could aid the development of new clinical assessment tools.
It's also one that voice transcription could aid.
Charlton says the work could aid in panda-conservation efforts.
Isotope ratios could aid research by tracking added sugars.
Such model could aid as a tool for related areas of studies.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com