That link could be more than a picture, it is common for criminals to use photos as a lure while the server they control tries to find a software defect in the browser that they can exploit.
In the future, report all of those links to the Google anti-phishing webpage along with the link where you report the message on this website, as an additional explanation.
https://www.google.com/safebrowsing/report_phish/