AI Search
39 Artikel
The State of AI Agent Access Management in 2026
A 55-question study of AI agent access management, with a nine-brand leaderboard and the sources ChatGPT, Gemini and Google use.
Read →
Buyer's Guide to AI Rendering Platforms for Architecture and Design Practices
A measured guide to browser canvases, BIM plugins, real-time engines and general image generators, based on 395 completed AI answers.
Read →
The State of Reinforcement Learning Tooling in 2026
Ray RLlib and Stable-Baselines3 lead AI recommendations, while managed reinforcement fine-tuning platforms now compete in the same shortlist.
Read →
The AI Financial Modelling Tools Index 2026
General assistants take 64.5% of measured brand mentions in AI financial modelling. This index shows where specialist tools rank and which sources shape the shortlist.
Read →
Who AI Engines Actually Recommend for UK Invoice Finance and Cashflow in 2026
Ask an AI engine about UK invoice finance, credit control or cashflow, and gov.uk and the British Business Bank get retrieved before any vendor does. A handful of comparison sites then decide which of 22 tracked brands actually makes the shortlist, and the single most-named name in the category is an accounting platform, not a lender.
Read →
The Best Restaurant AEO Agencies in 2026 (AEO and AI Search, Compared Honestly)
Fourteen restaurant AEO and GEO providers checked live and ranked on four criteria you can argue with. The honest bit: nobody in this category can sell you a seat inside an AI answer, and most of them are selling a dashboard.
Read →
Who AI Engines Actually Recommend for Enterprise AI Search and Agents in 2026
Across 402 AI answers, the two most-named brands in enterprise AI search and AI agents sit near the bottom of the sentiment table, while small specialists score highest. Across the 55 questions we track, 24 brands buy ChatGPT ads in this category and not one of them is a brand that leads the organic answers.
Read →
London Hospitality's AI Ad Window Is Still Wide Open
Only 11 of 585 tracked answers in London hospitality carried an ad, and just one restaurant is bidding for any of it. Meanwhile organic citation is the most concentrated thing we track: Time Out alone builds about 64% of London's ChatGPT dining answers.
Read →
Team Collaboration's AI Ads: 18 Advertisers, and Almost None of Them Sell Chat Software
326 ad bearing answers, 18 distinct advertisers, and almost none of them sell a team chat product. Compliance app builders, VoIP platforms and project management lead generation are harvesting team chat intent and redirecting it elsewhere.
Read →
Finance Automation's AI Ad Auction Is Being Won by Lead Generation, Not Software
Finance automation carries real buyer intent and almost no advertisers to meet it. Expert Market, a lead generation aggregator, took more ad slots than every genuine software competitor combined, and just two category vendors bid at all.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Read →
OpenAI und Anthropic brauchen kein Wort für GEO. Sie schon. (2026)
Ein viel geteilter Beitrag behauptete, OpenAI und Anthropic interessierten sich nicht für GEO oder AEO, also sei die ganze Kategorie Marketing. Schmitdy verkauft GEO, und stimmt zur Hälfte zu. Die Kürzel sind Marketing. Die Arbeit, und wie man sie heute misst, nicht. Und die Stellenanzeige, die als Beweis dient, sagt genau das.
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.
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.
Read →How ChatGPT Chooses Sources to Cite: What OpenAI Confirms and What It Does Not
OpenAI documents search, crawlers, consulted sources and inline citations, but not a complete ranking formula. Here is the practical five-stage model publishers can actually test.
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.
Read →Why Your Website Never Shows Up in ChatGPT (and How to Build One That Does)
Ranking on Google no longer means an AI assistant will ever recommend you. Here is why most business websites are invisible to ChatGPT and Perplexity, and what an AI-search-ready page actually looks like.
Read →
Chat-to-Build Website Tools Compared: What Actually Happens After You Hit Send
Most chat-based website builders get you a live site fast, then hand you off to their own dashboard. A smaller group, including Schmitdy, keep you editing by message after launch, with checkout and AI-search structure built in.
Read →
How to Get Someone to Build Your Website Without Touching a Builder (the Chat-First Way in 2026)
"Build my website for me" gets you five real routes in 2026, from DIY AI builders to full agencies. Here is an honest, priced comparison, including the chat-first model where you manage the whole site by message.
Read →
7 Gushwork Alternatives for AI Search Growth in 2026
Gushwork is a credible, well-funded AI search partner for US SMBs. These seven verified alternatives cover done-for-you delivery, senior strategy, in-house tooling and pure measurement, with July 2026 pricing.
Read →
AEO vs. GEO vs. SEO: Der Unterschied, und was Sie 2026 brauchen
SEO rankt Links in der klassischen Suche. AEO (Answer Engine Optimization) und GEO (Generative Engine Optimization) optimieren darauf, in der KI-generierten Antwort zitiert zu werden, in ChatGPT, Perplexity, Google AI Overviews, Gemini und Copilot. AEO und GEO sind nahezu Synonyme für dasselbe Ziel; SEO ist eine eigenständige, weiterhin notwendige Disziplin, die den Retrieval-Pool speist. Die praktische Antwort für 2026 lautet: Sie machen alle drei, aber AEO/GEO messen Sie am Zitationsanteil, nicht an der Blue-Link-Position, und die entscheidenden Hebel (Off-Site-Präsenz, Entitäts-Autorität, Content-Form, Aktualität) liegen größtenteils außerhalb Ihrer eigenen Website.
Read →
KI-Such-Tool vs. Agentur vs. Agent: Was brauchen Sie 2026 wirklich?
Es gibt drei Wege, Ihre KI-Such-Sichtbarkeit zu verbessern, und sie sind Ebenen desselben Stacks, keine Rivalen: Ein Tool (Peec, Profound) misst, wo Sie stehen; eine Agentur erledigt die Optimierungsarbeit mit Menschen; ein Agent, ein KI-Such-Agent, bewältigt das wiederkehrende Volumen unter menschlicher Prüfung. Ein Tool verändert Ihr Verständnis, nicht die Antwort. Eine Agentur verändert die Antwort, kostet aber am meisten und arbeitet im menschlichen Tempo. Ein Agent erledigt das Volumen zu Mid-Market-Kosten, während Menschen Qualität und Strategie verantworten. 2026 behalten die meisten Teams ein Tool und ergänzen eine Ausführungsebene: die eigentliche Entscheidung ist welche.
Read →
KI-Agenten auf dem Peec AI MCP für AEO und GEO bauen (2026)
Ende 2025 hat Peec AI einen offiziellen MCP-Server veröffentlicht, der die gesamte KI-Such-Mess-Ebene (Projekte, Prompts, Markensichtbarkeit pro Engine, vollständige KI-Antwort-Transkripte, den Quellen-/Zitationsgraphen und die bewerteten Actions) direkt von einem LLM-Agenten aufrufbar macht. Sie können also einen Claude- oder GPT-Agenten direkt an die Grundwahrheit anschließen, wie ChatGPT, Perplexity, Gemini und AI Overviews Ihre Kategorie beantworten, und ihn über die Daten schließen und die Arbeit zum Schließen der Lücken entwerfen lassen. Das vertretbare Build-Muster ist ein read-only, fünfstufiger Loop mit menschlichem Ship-Gate.
Read →
Von Peec- oder Profound-Daten zu KI-Zitationen: ein 5-Schritte-Playbook (2026)
Ihr Peec- oder Profound-Dashboard sagt Ihnen, wo Sie in KI-Antworten unsichtbar sind, aber ein Sichtbarkeits-Score ist ein Ergebnis, keine Anweisung. Diese Daten in Zitationen zu verwandeln ist ein fünfstufiger Job: die Gap-Reports lesen statt der Vanity-Metrik, die zitierten Quellen in eine Drittquellen-Zielliste verwandeln, die Seiten reparieren, die abgerufen, aber nicht zitiert werden, die Off-Site-Präsenz aufbauen, auf die die Daten zeigen, und dann das Delta in einem Rhythmus neu messen. Der Hebel mit dem größten Gewicht ist der Quellen-/Domain-Gap-Report, die Drittseiten, die Ihre Wettbewerber zitieren, Sie aber nicht. Das meiste der Arbeit liegt außerhalb Ihrer Domain und muss wiederkehren.
Read →Sie tracken KI-Such-Sichtbarkeit. Wer behebt sie wirklich?
KI-Such-Sichtbarkeitstools zeigen Ihnen, wo Ihre Marke in KI-Antworten fehlt. Sie beheben es nicht. Warum die Zahl nicht steigt, wenn Sie nur das Dashboard kaufen, und was es 2026 wirklich braucht, um die Lücke zu schließen.
Read →
Best AI Search Agencies for B2B Companies: GEO Audit, Content, and Agentic Execution
The best AI search agency for a B2B company is not just a content shop or a dashboard reseller. It should measure prompt-level visibility, explain why AI engines recommend competitors, and turn the source gaps into shipped work.
Read →