ads usually implied a financial incentive. But that's not always the case. Technically, if I was to praise someone's blog and link to it, that would also be an ad.

Ads tend to also imply tangential information shown to you in an undesired area. If this was some tool tip and not embedded in the PR comment, many wouldn't call it an ad.