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ChatGPT

22 articles

Flat riso illustration of a dockside sorting desk: a navy dolphin in a captain's hat sorts a basket of letters into trays, examines one under a magnifying glass, and files stamped medallions into an open ledger, a lighthouse harbour visible behind, warm ecru background, no text.
AI Search13 min read

Entity Resolution's AI Ad Problem: 73% Coverage and Every Ad-Bearing Prompt Is Unbranded

We tracked 73.0% ad coverage in entity resolution, one of the most heavily monetised categories we measure, and every single ad-bearing prompt was unbranded. Buyers are not waiting for someone to type a brand name. They are buying the research question itself.

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A two-panel line illustration: on the left, a dashboard of charts and a magnifying glass labelled tracked; on the right, a person pinning a starred card to a board under a speech bubble with AI engine icons, labelled fixed.
AI Search9 min read

Waste and Hauling Software Is the Most Monetised Category We Track: Nearly Four in Five ChatGPT Answers Carry an Ad

In our tracking, 77.8% of waste and hauling software AI answers carry an ad, the highest coverage of any category we measure. Jobber dominates the inventory and runs explicit 'Jobber vs. ServiceTitan' conquest creative, including on prompts asking for a ServiceTitan alternative.

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A UK tradesperson sits in a work van checking a handheld device, with a paper A-Z map, an old mobile phone and a notepad listing jobs in Herne Hill, Bermondsey and Peckham on the dashboard, terraced houses visible outside the window.
AI Search9 min read

The UK Trades Software Category Had No ChatGPT Ads for Two Weeks. Then It Had Almost Half a Month's Worth in Three Days

Zero ads for two weeks, then a step change: the final three days of our tracking window carried 29 of the month's 60 ad-bearing answers. Powered Now, Tradify, Commusoft, Joblogic and Jobber are the names actually bidding on UK trades queries.

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Flat riso illustration of a harbour workshop: a navy dolphin in a hard hat weighs two miniature lighthouses on a balance scale, one wired with a data flow diagram, location pin buoys bobbing in the water on either side, warm ecru background, no text.
AI Search14 min read

Which Categories Does ChatGPT Actually Monetise? A 40x Ad Coverage Spread

Sponsored placements now appear inside ChatGPT's own answers, and we measured how unevenly that inventory gets bought. A 40x spread separates the most and least monetised categories we tracked, and the gap follows the value of a click, not the size of the market.

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Flat riso illustration of a New York restaurant row at dusk: a cobalt dolphin holding up a ranked leaderboard scroll outside brownstone shopfronts, only the top few lit by a banded candy-swirl sign, warm ecru background, no text.
AI Search13 min read

The New York Dining AI Visibility Study (2026): A 15% Ceiling and the Sources That Build the Answer

We tracked 24 of New York's most famous restaurants across 830 AI answers. Even the most visible name, Gramercy Tavern, tops out at 15.1%. Here's the concentrated source list that builds the city's AI dining answer, and the Carbone paradox hiding inside it.

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Flat riso illustration of a Berlin harbour street at dusk: a cobalt dolphin captain holds up a ranked leaderboard scroll beside a glowing city tourism-board signpost that outshines a row of restaurant shopfronts, banded candy-swirl lighthouse beam overhead, half-timbered shapes, warm ecru background, no text.
AI Search13 min read

The Berlin Restaurant AI Visibility Index (2026): A Tourism Board Runs the Answer

No one has published a German AI-visibility dataset before. Ours is the first: 22 Berlin restaurants, 823 scored answers, and the most-cited source isn't a magazine, it's the city's own tourism board.

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Flat riso illustration of a UK harbour high street at dusk: a cobalt dolphin tracing glowing threads from a cluster of newspaper and forum icons into one restaurant shopfront, banded candy-swirl lighthouse beam overhead, warm ecru background, no text.
AI Search8 min read

Which Sources ChatGPT Cites for London Dining (Real Data)

If you want to be named by AI, you need to be in the sources it reads. We measured exactly which ones, for London dining, across two weeks. Time Out dominates, Reddit is quoted hardest, and there's a difference between being retrieved and being cited.

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Flat riso illustration of a UK harbour high street at dusk: a cobalt dolphin holding up a ranked leaderboard scroll outside a row of restaurant shopfronts, only the top few lit by a banded candy-swirl lighthouse beam, warm ecru background, no text.
AI Search9 min read

The UK Restaurant AI Visibility Index (2026): Who AI Actually Names

Every restaurant-invisibility study so far has been US data. This is the first UK read: 28 London groups, real diner questions, run daily across the major AI engines. The leader appears in one in eight answers. Here's the leaderboard and the sources AI cites.

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Flat riso harbour-town scene: a cobalt dolphin captain reading several signposts (a magazine, a speech-bubble forum, a review star) that all point to one lit German restaurant shopfront, half-timbered shapes, banded candy-swirl sun, ecru background, no text.
AI Search7 min read

Where AI Sends Diners in Berlin: How ChatGPT Builds Its Answers

Ask ChatGPT where to eat in Kreuzberg and it names three to five places. Those names come from a handful of Berlin sources, and almost none of them is your own site. Here's which sources feed the answer, and how to get in. Fully in German.

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Flat riso harbour-town scene: a cobalt dolphin captain guiding a German wine-bar shopfront with a glowing wine glass motif onto a lit new dock while half-timbered neighbours sit in shadow, banded candy-swirl sun, ecru background, no text.
AI Search7 min read

Wine Bars in Germany: Making Drinks-Led Venues Visible on ChatGPT

Berlin's natural wine scene is thriving in the room and invisible in AI answers. Drinks-led venues sit in a blind spot food-first advice ignores, and the German market adds gates. Here's the fix, fully in German.

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Flat riso harbour-town scene: a cobalt dolphin captain guiding several near identical German restaurant shopfronts under one shared sign, one lit and the others in shadow, half-timbered shapes, banded candy-swirl sun, ecru background, no text.
AI Search8 min read

How to Make a Restaurant Group Visible on ChatGPT in Germany

A single restaurant has one entity to get right. A German group has one brand across many venues, in a market where AI Overviews only reaches signed-in adults. Here's why groups vanish from AI answers in Germany, and the fix.

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Flat riso illustration of a UK harbour high street at dusk: a cluster of diners chatting in speech bubbles that a banded candy-swirl lighthouse beam gathers and shines onto one restaurant shopfront, a cobalt dolphin listening in, warm ecru background, no text.
AI Search8 min read

Reddit and Local Forums: The Hidden Source Behind Restaurant AI Answers

The best-of shortlist an AI engine gives a diner is built as much from community consensus as from your own site. Reddit and local forums are a hidden source behind restaurant AI answers, and you cannot buy your way in. Here's how they work.

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Flat riso illustration of a UK harbour high street at dusk: a restaurant shopfront with a bright all-green dashboard in the window while the shopfront itself sits unlit outside the banded candy-swirl lighthouse beam, a puzzled cobalt dolphin checking a clipboard, warm ecru background, no text.
AI Search8 min read

Why Your Local SEO Tools Miss Your Restaurant's AI Visibility

Rankings strong, reviews clean, citations tidy, and still no bookings from AI. Local SEO tools and Search Console were built for a world of blue links, and they cannot see whether ChatGPT names your restaurant. Here's the blind spot.

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Flat riso illustration of a UK harbour high street at dusk: a restaurant shopfront with a curtained private upstairs room left in shadow while neighbouring shopfronts glow under a banded candy-swirl lighthouse beam, a cobalt dolphin holding an event invitation, warm ecru background, no text.
AI Search8 min read

Private Dining in London: Why AI Never Suggests Your Room

Someone types private dining room in London for 20 into ChatGPT. It is one of the most valuable queries in hospitality, and one of the hardest for an engine to answer, because your private-dining details are locked where no model can read them. Here's the fix.

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Flat riso illustration of a UK harbour high street at dusk: two signposts outside a restaurant shopfront, one pointing to a row of ranked link-boards and one to a glowing spoken answer bubble, a cobalt dolphin reading the bubble, banded candy-swirl lighthouse beam, warm ecru background, no text.
AI Search8 min read

GEO vs AEO vs SEO for Restaurants: What Each One Does

Three acronyms, one dinner booking. SEO ranks your pages, AEO and GEO get your restaurant named inside the AI answer. Here's the difference for a restaurant specifically, and why the work is not either-or.

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Flat riso illustration of a new UK harbour high street at dawn: a freshly built restaurant shopfront sits unlit at the end of a dock while established shopfronts glow under a banded candy-swirl lighthouse beam, a cobalt dolphin rowing the new venue in, warm ecru background, no text.
AI Search8 min read

Opening in a New City? Your Restaurant Starts Invisible on AI

Brand equity is a human thing. When you open in a new city, an AI engine sees a venue it cannot yet place, with no local proof, and it keeps recommending the incumbents. Here's how to close the AI cold start on a new opening.

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Flat riso illustration of a UK harbour high street at dusk: a cobalt dolphin studying a large notice board of numbers and charts outside restaurant shopfronts, banded candy-swirl lighthouse beam overhead, warm ecru background, no text.
AI Search7 min read

Restaurant AI Visibility Statistics (2026): The Numbers, Sourced

Every headline number on restaurants and AI search, in one place, with its source, date and market attached. Built to be cited, and honest about what is US data and what is UK.

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Flat riso illustration of a UK harbour high street at dusk: a wine-bar shopfront with a glowing glass of wine motif sits in shadow while neighbouring shopfronts are lit by a banded candy-swirl lighthouse beam, a cobalt dolphin holding a wine glass, warm ecru background, no text.
AI Search8 min read

GEO for Wine Bars: Why Drinks-Led Venues Vanish From AI Search

Almost every GEO guide is written for restaurants that serve food first. Wine bars, cocktail bars and drinks-led venues have a different, harder problem, and no one is writing about it. Here's why you vanish from AI answers and how to show up.

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Flat riso illustration of a UK harbour high street at dusk: several near identical restaurant shopfronts under one shared sign sit in shadow while a banded candy-swirl lighthouse beam picks out only one of them, a cobalt dolphin looking between them, warm ecru background, no text.
AI Search8 min read

Why Your Restaurant Group's Venues Cannibalise Each Other on ChatGPT

A single independent has one entity to get right. A group has one brand smeared across many venues, and AI engines routinely name the wrong branch, or none. Here's the multi-venue problem no one is writing about, and how to fix it.

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Flat riso illustration of a UK harbour high street at dusk: a glowing five pointed star hangs over a restaurant shopfront that stays in shadow while plainer neighbouring shopfronts are lit by a banded candy-swirl lighthouse beam, warm ecru background, no text.
AI Search7 min read

The Star Rating Trap: Why Your 5-Star Restaurant Is Still Invisible on ChatGPT

Restaurants rated 4.8 stars and above were hidden from Google's AI answers more often than solidly good ones. Stars are not the signal you think they are. Here's what the data shows and what actually earns the mention.

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Flat riso illustration of a UK harbour high street at dusk: a cobalt dolphin harbourmaster stands outside a restaurant shopfront left in shadow while neighbouring shopfronts glow under a banded candy-swirl lighthouse beam, warm ecru background, no text.
AI Search9 min read

Why Your Restaurant Is Invisible on ChatGPT (and Google Won't Warn You)

UK diners are already asking AI where to eat, and Google can soon book the table for them. Here's why most restaurants never get mentioned, and five fixes that close the gap.

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Handdrawn editorial illustration on a cream background splitting two worlds: on the left, a stack of classic search result pages with a search bar and ten blue ranked links labelled SEO; on the right, an AI answer speech bubble with a small robot, lines of generated text, and three cited-source chips labelled AEO / GEO, the shift from ranking links to being cited inside the AI answer
AI Search9 min read

AEO vs GEO vs SEO: The Difference, and Which One You Need in 2026

SEO ranks links in classic search. AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) optimise to be cited inside the AI-generated answer in ChatGPT, Perplexity, Google AI Overviews, Gemini and Copilot. AEO and GEO are near-synonyms for the same goal; SEO is a separate, still-necessary discipline that feeds the retrieval pool. The practical answer in 2026 is that you do all three, but you measure AEO/GEO on citation share, not blue-link position, and the winning levers (off-site footprint, entity authority, content shape, freshness) sit mostly off your own site.

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