A useful destination before a referral
An article can help a reader understand a problem, compare approaches and decide what to do next. When a relevant product link follows that explanation, the referral may be better informed. That is a customer journey worth testing. An article built only to move someone to another site has a weaker reason to exist.
A click does not create the link
A hyperlink from an article to another website exists whether or not somebody clicks it. Buying an advertisement that sends readers to the article does not turn those visits into new backlinks. It can create distribution and referral traffic; it does not guarantee ranking credit or stronger AI-search visibility.
Relevance matters more than a network of domains
Google defines link spam as links created primarily to manipulate rankings. A credible publication should create useful, original work, use links when they help the reader and clearly identify its ownership and commercial relationships. Paid or sponsored outbound placements need appropriate link qualification. An ordinary relevant link is not paid merely because an advertisement brought the reader to the page.
AI discovery still needs evidence
Google’s guidance places foundational SEO and unique, reliable content at the centre of visibility in its generative search features. There is no guaranteed citation formula. Use clear product facts, accessible pages, accurate attribution and substantive examples. Measure search and AI visibility where the platforms provide reports, while recognising that a citation is not a sale.
Compare the economics
Test an article-led route against a direct product landing page with comparable audiences, spend and offers. Track article engagement, outbound visits, product activation, qualified enquiries and customers. Include editorial time in acquisition cost. The extra step is justified only if the audience quality or longer-term value makes up for the people who leave along the way.