Suggested by Michael Berkowski in the above comments.
foreach ($response as $result) {
$data =
array(
'provider' => $result['provider'],
'image' => $result['info']['image'],
'token' => $result['credentials']['token'],
'id' => $result['raw']['id'],
'name' => $result['raw']['name'],
'link' => $result['raw']['link'],
);
}