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An AI agent tracked Guinness prices across Irish pubs -- now, I want one for coffee and ramen
There's something oddly brilliant about outsourcing your curiosity to an AI that doesn't get tired or awkward. After all, if an AI agent can call thousands of pubs and build a Guinness price index, why stop there? Why not send one loose into the wild to track the cost of your daily caffeine fix or your late-night ramen cravings? I'm sold -- I want one of those That's exactly the kind of domino effect sparked by a recent experiment inspired by Rachel Duffy from The Traitors. A developer built an AI voice agent that sounded natural enough to chat up bartenders and casually ask for Guinness prices, compiling the data into a public index. It worked so well that most people on the other end didn't even clock that they were speaking to a machine. And just like that, a slightly chaotic, very clever idea turned into something surprisingly useful. Recommended Videos Now imagine applying that same idea to coffee and ramen. Because if there are two things people are oddly loyal and sensitive about, it's how much they're paying for a flat white or a bowl of tonkotsu. A "CaffIndex," for instance, could map out the price of cappuccinos across cities, highlighting everything from overpriced aesthetic cafés to hidden gems that don't charge $3 for foam. Similarly, a "Ramen Radar" could track where you're getting the most bang for your broth, whether it's a premium bowl or a spot that somehow gets everything right. Don't giggle, I'm serious. The appeal isn't just novelty. It's scale. Calling up a handful of places yourself is tedious. Getting real-time, city-wide data? Nearly impossible. But an AI agent doesn't mind dialing a thousand numbers, repeating the same question, and logging every answer with monk-like patience. What you get in return is a living, breathing map of prices. It's not all sunshine and roses Of course, it is not all smooth sipping and slurping. There is a slightly uneasy side to this, too. Questions around consent and transparency start to creep in, and you cannot help but wonder if every business would be okay with being surveyed by an AI that sounds just a little too real. In the original experiment, the AI was designed to be honest when asked directly, but let's be real: most people aren't going to question a friendly voice casually asking about prices. It feels harmless in the moment, and that is exactly what makes it a bit tricky. Still, there is something genuinely exciting about the idea. Not in a scary, robots-are-taking-over kind of way, but in a way that makes you pause and think, this could actually be useful if handled right. Prices are creeping up everywhere, from your rent to that comforting bowl of ramen you treat yourself to after a long day. Having something that keeps track of it all feels like a small win. Maybe that is the real takeaway here. Today it is Guinness. Tomorrow it could be your morning coffee or your go-to ramen spot. It makes you wonder how long it will be before your phone steps in, calls up a café, asks about their espresso, and saves you from spending more than you should. Because honestly, if AI is willing to do the boring work for you, the least it can do is make sure your next cup and your next bowl actually feel worth it.
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A man used AI to call 3,000 Irish bartenders to track the cost of Guinness. Now pubs are lowering their prices to compete | Fortune
Have you ever overpaid for a beer? Matt Cortland has, and it set him on a path to never repeat the mistake. That is, for Cortland's drink of choice: a pint of Guinness. After paying €7.80 (about $8.93) for Irish dry stout at a pub in Dublin earlier this month, the 37-year-old grew curious about the average cost of a pint across Ireland. To his astonishment, the country's Central Statistics Office had dropped price tracking of the nation's most popular beer in 2011. That led Cortland to the wild idea of tracking the price himself. Cortland -- founder of an AI startup -- turned to AI to lend him a hand, and a voice. He devised Rachel with AI voice generation platform ElevenLabs. Made as an homage to Rachel Duffy, the winner of the UK version of the reality TV show The Traitors and equipped with a Northern Irish accent, the voice-enabled AI agent made more than 3,000 calls across the island, inquiring about the price of a pint of Guinness. "I was like, 'Well can I just call every pub in Ireland and conversationally ask them with AI?,'" Cortland told Fortune. "I pulled the thread, and I just kept pulling the thread, and here we are." Using the data accrued from the thousands of phone calls, he then turned to Anthropic's Claude to devise the "Guinndex," which he calls a "living, breathing" consumer price index for a pint of Guinness across Ireland. It also allows bartenders and beer drinkers to contribute to, and modify prices. Now Cortland can see how his €7.80 pint weeks earlier matches up with the rest of Ireland. On Monday, the average price was about €6.01 (about $6.88) and the most common price was €5.50 ($6.30). Guinness parent company Diageo didn't respond to Fortune's requests for comment. Beer prices are independently set by pub owners across Ireland. AI models are advancing at an increasingly rapid pace, surpassing benchmarks even the most sophisticated scientists deemed out of the realm of the machine. And while many shudder at the idea of an AI job apocalypse, others are leveraging the technology to answer complex questions. Some have even used it to sell their home. And while OpenAI CEO Sam Altman and Google President Ruth Porat think the technology will solve the world's most complex issues like finding a cure for cancer, AI is also solving smaller, albeit still important, problems along the way. Rachel, Cortland's AI agent, is one of a growing number of voice AIs that are appearing on the other end of your phone line. Data from voice AI firm Regal showed that customers are finding the AI as credible as humans. Based on data from millions of calls with voice AI agents, people are taking 14% more time to chat with AI than they would with a human representative. They're also giving 22% longer responses, sharing details they'd normally skip. Cortland said he saw similar results. The conversations his AI had across Ireland showed that most didn't realize they were communicating with AI. The transcripts of some of those conversations, reviewed by Fortune, make that clear. "The cost of a pint of Guinness? Twenty-five pounds. But if you're coming in for a wee drink, I'll give it to you for a fiver," a bartender at Doogies in Enniskillen, Northern Ireland, told Rachel. "Listen, they're normally 6.20 [euros], but if you can't afford one, we'll buy you one. We'll look after you," a bartender at Malzard's Pub in Kilkenny, Ireland, told the AI. While the Guinndex hasn't yet led to a dramatic price shift, Cortland said he has already seen it yielding results. In one instance, he said a pub owner reportedly lowered the cost of his Guinness by 0.40 euros and then updated the entry on the Guinndex himself. He's hoping to replicate the success of the Guinndex for other products, perhaps for prescription drugs in the U.S., where he is originally from, or even for a slice of pizza in New York City. For Cortland, the level of transparency is essential in a market where he has seen prices fluctuate wildly, sometimes by nearly 2 euros, between pubs located literally 100 yards away from one another. "If you're charging €11 for a pint of Guinness, that's fair enough," he said (the priciest pint in Ireland is €11, according to the Guinndex). "But people should know that information."
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Matt Cortland built an AI voice agent that called over 3,000 Irish bartenders to create the Guinndex, a consumer price index for Guinness. The experiment revealed prices ranging from €5.50 to €11, with some pubs already lowering their prices in response. The novel application of AI demonstrates how automated price tracking could expand to coffee, prescription drugs, and other everyday purchases.
After paying €7.80 for a pint of Guinness in Dublin, startup founder Matt Cortland discovered Ireland's Central Statistics Office had stopped tracking the nation's most popular beer back in 2011
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. The 37-year-old decided to track the cost of Guinness himself, but rather than manually calling pubs, he built an AI voice agent named Rachel using ElevenLabs2
. Named after Rachel Duffy, the winner of The Traitors UK reality show, the AI agent made over 3,000 calls across Ireland, conversationally asking bartenders about their Guinness prices2
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Source: Fortune
Using Anthropic's Claude to analyze the data, Cortland created the Guinndex, a "living, breathing" consumer price index for Guinness that allows both bartenders and beer drinkers to contribute and modify prices
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. The results revealed significant price disparities: the average price stood at €6.01, the most common price was €5.50, while the priciest pint reached €112
. Cortland noted that prices sometimes fluctuate by nearly 2 euros between pubs located just 100 yards apart2
.The AI voice agent proved remarkably convincing during its thousands of calls. Most bartenders didn't realize they were speaking to a machine, with transcripts showing warm, natural exchanges
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. One bartender at Doogies in Enniskillen offered the AI a discount, saying "if you're coming in for a wee drink, I'll give it to you for a fiver," while another at Malzard's Pub in Kilkenny told Rachel, "if you can't afford one, we'll buy you one"2
.Data from voice AI firm Regal supports these findings, showing people spend 14% more time chatting with AI than human representatives and give 22% longer responses
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. The technology's ability to sound natural enough to fool thousands of people highlights how advanced voice AI has become, raising questions about consent and transparency1
.The Guinndex is already influencing market competition. Cortland reported that one pub owner lowered his Guinness price by €0.40 and personally updated the entry on the Guinndex
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. This early evidence suggests that price transparency can drive competitive pricing, benefiting consumers who previously had no easy way to compare costs across thousands of establishments.For Cortland, transparency matters in a market where he paid €7.80 while others paid as little as €5.50 for the same product
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. "If you're charging €11 for a pint of Guinness, that's fair enough," he said. "But people should know that information"2
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The novel application of AI for price tracking could extend far beyond Dublin pubs. Cortland plans to replicate the Guinndex for prescription drugs in the U.S. or pizza slices in New York City
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. The concept has already inspired ideas for a "CaffIndex" to track cappuccino prices across cities and a "Ramen Radar" to map where consumers get the most value for their broth1
.The appeal lies in scale and efficiency. While calling a handful of places manually is tedious, an AI agent can dial thousands of numbers with "monk-like patience," creating real-time, city-wide data analysis that would be nearly impossible for individuals to compile
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. As prices creep up across everyday purchases, from coffee to ramen, automated price tracking could help consumers make informed decisions and avoid overpaying.While the experiment demonstrates useful applications of AI, it raises questions about consent and transparency. The AI was designed to be honest when asked directly, but most bartenders didn't question the friendly voice casually asking about prices
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. This creates an uneasy dynamic where businesses are surveyed without necessarily knowing they're speaking to a machine.Yet the experiment also shows how AI can solve practical problems beyond the grand visions of curing cancer or solving climate change. As voice AI becomes more prevalent on phone lines, consumers should watch for how these tools balance utility with transparency, and whether regulatory frameworks will require disclosure when AI agents make calls for data collection purposes.
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