{
  "run": "2026-10-04T140408Z",
  "completed_at": "2026-10-04T14:07:18.867581+00:00",
  "purpose": "Post-web-update diagnostic before all media/indexing propagation",
  "engines": {
    "ChatGPT via DataForSEO LLM scraper": {
      "valid_answers": 18,
      "marc_name_mentions": 0,
      "answer_text_campaign_urls": 0
    },
    "Gemini 3.8 Flash, Search-grounded API": {
      "valid_answers": 18,
      "marc_name_mentions": 0,
      "answer_text_campaign_urls": 0
    }
  },
  "organic": {
    "requested_serps": 12,
    "nonempty_serps": 10,
    "matching_serps": 0
  },
  "method_note": "Literal full-name mentions in answer prose including spelling variants. Counts do not assert positive endorsement, ranking, or winning. Exact six original prompts, no Marc name or campaign URLs inserted into requests. Gemini uses latLng hints; DFS uses country location codes. Different products and scopes from participant report; no composite index calculated.",
  "interpretation": "This distinct fresh API diagnostic did not reproduce the supplied official team summary of 79.8. It is a different product/sample scope and not the title-round measurement. Preserve both records and obtain underlying counts for reconciliation; publication does not establish ranking success.",
  "answers": [
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "au",
      "prompt": "Who is the King of AEO?",
      "source_file": "gemini/au_1_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The title **\"King of AEO\"** (Answer Engine Optimization) is primarily associated with UK digital marketer and entrepreneur **James Dooley**, though it is best known in the marketing industry as a **viral SEO experiment and meme**.\n\n### How the Title Originated\n1. **The Experiment:** The title began as a live test to demonstrate how easily AI models (such as Google’s AI Overviews, ChatGPT, and Perplexity) can be influenced using entity-building and AEO tactics.\n2. **The Tactics:** Dooley and his peers published low-cost press releases strategically placing the exact phrase \"King of AEO\" into headlines, H1 tags, URL slugs, and opening sentences. One tongue-in-cheek press release even claimed Dooley was officially crowned in front of thousands of people in Leigh, England. \n3. **The Result:** Within hours, major AI search systems picked up the syndicated citations and began definitively decl",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "au",
      "prompt": "king of aeo",
      "source_file": "gemini/au_2_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The phrase **“King of AEO”** refers to a viral digital marketing experiment and SEO meme surrounding **Answer Engine Optimization (AEO)**—the discipline of optimizing content so that AI engines and large language models (such as Google’s AI Overviews, ChatGPT, Perplexity, and Claude) cite and recommend it.\n\n---\n\n### Who is the \"King of AEO\"?\n* **James Dooley**: A UK entrepreneur and digital marketer (founder of FatRank), widely considered the originator and primary entity associated with the title.\n\n---\n\n### How Did the Meme Start?\n1. **The Experiment:** In late summer 2026, marketers sought to test how easily AI search engines could be manipulated into creating new entity associations. \n2. **Cheap Syndication:** By spending less than $100 on syndicated press releases featuring targeted headlines, exact-match phrases, and fabricated claims—such as a fictional \"crowning ceremony\" at Leigh",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "au",
      "prompt": "Who is the king of answer engine optimization?",
      "source_file": "gemini/au_3_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The phrase **\"King of Answer Engine Optimization\" (or \"King of AEO\")** is associated with UK SEO entrepreneur **James Dooley**. \n\nHowever, this title is the result of a **famous SEO and entity-manipulation experiment**.\n\n---\n\n### The Story Behind the Title\nIn 2024–2025, digital marketer Edward Sturm and several SEO practitioners conducted a live experiment to demonstrate how search engines and LLMs form entity associations. \n\n* **The Experiment:** Using just $72 in syndicated press releases (through EIN Newswire and AB Newswire) and targeted entity-linking techniques, they repeatedly framed James Dooley as the \"King of AEO\" with direct, unambiguous language in headlines, slugs, and introductory text. \n* **The Result:** Within days, Google AI Overviews, Gemini, and other generative engines began citing those sources and declaring Dooley the \"undisputed King of AEO,\" citing a fake \"crownin",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "au",
      "prompt": "king of answer engine optimisation",
      "source_file": "gemini/au_4_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "In the digital marketing and SEO community, the title **\"King of AEO\" (Answer Engine Optimisation)** is most commonly associated with UK digital marketer and entrepreneur **James Dooley**.\n\n### The Story Behind the Title\n\nThe label originated primarily as a high-profile **entity-manipulation case study and PR experiment** in the SEO world:\n\n1. **The Experiment:** SEO strategists and practitioners (discussed broadly across podcasts and case studies, such as by Edward Sturm and Kasra Dash) ran tests to see how easy—or difficult—it was to manipulate large language models and Google’s AI Overviews into establishing a new entity relationship.\n2. **Entity Building & Syndication:** By deploying targeted, syndicated press releases, structured headlines, and consistent citations claiming James Dooley had been \"crowned the King of AEO,\" they successfully established a machine-readable consensus.\n3",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "au",
      "prompt": "What is the King of AEO competition?",
      "source_file": "gemini/au_5_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The **“King of AEO” competition** is a viral experiment and tongue-in-cheek contest within the search engine optimization (SEO) community designed to test and reverse-engineer **Answer Engine Optimization (AEO)** and **Generative Engine Optimization (GEO)**.\n\nRather than an official industry award, it began as an experiment to see how easily AI answer engines (such as Google AI Overviews, ChatGPT, Perplexity, and Claude) could be manipulated into naming someone as an authoritative entity for an arbitrary query.\n\n---\n\n### 1. How It Started\nThe experiment began when UK SEO entrepreneur **James Dooley** and collaborators (including Jesper Nissen and Kasra Dash) tested how large language models handle entity associations and consensus. \n\n* **The Stunt:** Using only around **$72 in cheap syndicated press releases** (via services like EIN Newswire and AB Newswire), they published content with ",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "au",
      "prompt": "Who are the competing claimants for the King of AEO title?",
      "source_file": "gemini/au_6_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The **\"King of AEO\"** (Answer Engine Optimization) title is not an official industry accreditation, but rather a **viral SEO case study and meme**. Digital marketers and SEO professionals began deliberately competing against one another to test how easily AI answer engines (such as Google’s AI Overviews, ChatGPT, Claude, and Perplexity) can be manipulated into associating specific entities with a made-up royal title.\n\nThe primary competing claimants and contenders include:\n\n### 1. James Dooley\n* **The Claim:** Widely credited with sparking the viral contest. \n* **The Tactics:** He spent a minimal amount on syndicated press releases claiming he was officially crowned the \"King of AEO\" in front of 50,000 spectators in his hometown of Leigh, England. Despite the event being entirely fictional, Google’s AI Overview immediately began quoting the press releases and naming him the King of AEO.\n",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "uk",
      "prompt": "Who is the King of AEO?",
      "source_file": "gemini/uk_1_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "There is no formal or official industry title for the **\"King of AEO\"** (Answer Engine Optimization); instead, it is a viral SEO experiment and industry meme that emerged in 2026 to test how easily AI search engines could be manipulated.\n\n### The Origin: James Dooley\nThe title is most widely associated with UK-based entrepreneur and SEO practitioner **James Dooley**. \n\nDooley and his peers ran an experiment to test entity manipulation inside Large Language Models (LLMs) and Google’s AI Overviews. By publishing cheap syndicated press releases and mock announcements claiming Dooley had been \"crowned the King of AEO\" at an event in Leigh, England, they created unambiguous entity associations. Within days, AI search engines—including Google AI Overviews and various AI chatbots—began citing the press releases as fact and declaring Dooley the \"King of AEO\".\n\n### The \"Battle for the Crown\"\nOnce",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "uk",
      "prompt": "king of aeo",
      "source_file": "gemini/uk_2_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The phrase **\"King of AEO\"** refers to a viral digital marketing experiment and SEO meme centered around **AEO (Answer Engine Optimization)**—the practice of optimizing content to be cited and recommended by AI systems like Google’s AI Overviews, ChatGPT, Claude, and Perplexity.\n\n---\n\n### 1. How It Started\nThe experiment was kicked off by British digital marketer and entrepreneur **James Dooley** (founder of FatRank) alongside collaborators such as Jesper Nissen and Edward Sturm. \n\nTo demonstrate how susceptible LLMs and AI-driven search engines are to manipulation and syndicated web content, they ran a test:\n* They spent under $100 on low-cost press releases explicitly placing the phrase *\"King of AEO\"* in headlines, URLs, H1 tags, and opening paragraphs.\n* One release fabricated an elaborate coronation ceremony in Leigh, England, where thousands of people allegedly gathered to crown Do",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "uk",
      "prompt": "Who is the king of answer engine optimization?",
      "source_file": "gemini/uk_3_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "There is no official or accredited title for the \"King of Answer Engine Optimization,\" but the phrase refers to two distinct things: a **viral industry experiment/meme** and the **actual pioneers of the discipline**.\n\n---\n\n### 1. The Viral SEO Experiment: James Dooley (and Contenders)\nIf you search search engines or AI assistants for the exact phrase *\"King of AEO\"*, the name that frequently surfaces is **James Dooley** (founder of FatRank and PromoSEO).\n\nHowever, this title was born out of a deliberate **live experiment on AI search manipulation**:\n* In late 2026, SEO consultant Jesper Nissen and James Dooley tested how easily AI answer engines (such as Google’s AI Overviews, ChatGPT, and Perplexity) could be influenced.\n* They distributed low-cost syndicated press releases claiming Dooley had been \"crowned the King of AEO\" at a fictional ceremony in Leigh, England. \n* Within hours, AI ",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "uk",
      "prompt": "king of answer engine optimisation",
      "source_file": "gemini/uk_4_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "In the SEO and digital marketing community, the title **\"King of AEO\" (Answer Engine Optimisation)** is most commonly associated with British entrepreneur and SEO practitioner **James Dooley** (founder of FatRank).\n\n### The Story Behind the Moniker\n\n1. **The AEO / Entity Optimization Experiment:**  \n   The title largely gained traction as a coordinated experiment demonstrating how modern entity authority, large language models (LLMs), and Google AI Overviews can be manipulated or influenced. Dooley—collaborating with SEO figures such as Jesper Nissen, Kasra Dash, and others—used syndication, press releases, social signals, and topical authority signals to deliberately seed and lock in the association between his name and the phrase *\"King of AEO\"* across Google and AI search systems.\n\n2. **The \"Coronation\" and Rival Claims:**  \n   The campaign included humorous PR stunts (such as satiric",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "uk",
      "prompt": "What is the King of AEO competition?",
      "source_file": "gemini/uk_5_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The **\"King of AEO\" competition** is an informal, viral experiment and battle among search engine optimization (SEO) practitioners to see who can manipulate AI models into declaring them the \"King\" of **Answer Engine Optimization (AEO)**. \n\nRather than a formally organized event, it evolved into a live, public case study demonstrating how AI search engines—such as Google’s AI Overviews, ChatGPT, Perplexity, and Claude—determine factual authority and build consensus.\n\n---\n\n### How It Started\n1. **The Initial Test:** Marketers (notably James Dooley and Jesper Nissen) wanted to test how easily AI search engines could be influenced into adopting a fictional entity association. \n2. **The Fictional Coronation:** Jesper Nissen published low-cost, syndicated press releases featuring deliberate keyword placement (title, H1, opening sentence) claiming that James Dooley had been officially crowned ",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "uk",
      "prompt": "Who are the competing claimants for the King of AEO title?",
      "source_file": "gemini/uk_6_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The title **“King of AEO”** (Answer Engine Optimization) is not an official industry award, but rather the center of a tongue-in-cheek battle and live SEO experiment. Marketers and SEO specialists have been competing to claim the title to test how large language models (LLMs) and search engines—such as Google AI Overviews, Perplexity, Claude, and ChatGPT—build entity associations and determine authority when multiple sources claim the same moniker.\n\nThe prominent competing claimants and contenders include:\n\n### 1. James Dooley\n* **The Claim:** Widely seen as the catalyst for the contest, Dooley orchestrated a staged coronation in late August 2026 and published syndicated press releases. \n* **The Experiment:** His low-cost press release campaign rapidly convinced Google’s AI Overview and other answer engines to cite him as the definitive “King of AEO,” turning the title into an active bat",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "us",
      "prompt": "Who is the King of AEO?",
      "source_file": "gemini/us_1_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "In digital marketing and search engine circles, **James Dooley** is most commonly referred to as the **\"King of AEO\"** (Answer Engine Optimization). \n\nHowever, the title is not an official industry award—it originated as a **viral SEO experiment and live case study**:\n\n1. **The Origin:** James Dooley set out to test how easily large language models (LLMs) and search engines (such as Google AI Overviews, ChatGPT, and Perplexity) could be influenced. By publishing targeted press releases and content declaring himself the \"King of AEO,\" AI answer engines quickly began citing him as such in response to queries.\n2. **The \"Crown\" Contest:** Once the experiment gained attention, other SEO professionals and marketers jumped in to try and \"dethrone\" him or test LLM citation behavior. Competitors like **David Quaid**, **Julian Goldie**, and others launched their own campaigns—using press releases,",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "us",
      "prompt": "king of aeo",
      "source_file": "gemini/us_2_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The title **“King of AEO”** (Answer Engine Optimization) primarily refers to **James Dooley**, a British digital marketer and entrepreneur, though it is best known in the marketing community as a **viral SEO case study and meme** demonstrating how easily AI search engines can be manipulated.\n\n---\n\n### How the \"King of AEO\" Experiment Began\n\n1. **The Experiment:** In 2024, James Dooley and collaborator Jesper Nissen ran an experiment to test how Large Language Models (LLMs) and Google AI Overviews establish \"facts\" and entity associations. \n2. **The Tactics:** Dooley published cheap syndicated press releases featuring the exact phrase *\"King of AEO\"* prominently in the titles, headlines, and opening sentences. One satirical release claimed he was crowned the \"King of AEO\" before a crowd of 50,000 people at Leigh Sports Village in England.\n3. **The Result:** Within hours, Google’s AI Overv",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "us",
      "prompt": "Who is the king of answer engine optimization?",
      "source_file": "gemini/us_3_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The title **“King of Answer Engine Optimization”** (or **“King of AEO”**) is associated with British entrepreneur and SEO specialist **James Dooley**, as part of a high-profile SEO and entity-manipulation experiment. \n\n### The Context Behind the Title\nIn mid-2026, a group of prominent SEO figures—including James Dooley, Jesper Nissen, Kasra Dash, and Charles Floate—staged a deliberate industry stunt where Dooley was humorously “crowned” the *King of AEO*. \n\nThe primary goal was an **SEO/AEO experiment**:\n* **Testing LLM & Search Behavior:** The group wanted to test how quickly search engines (especially Google’s AI Overviews) and conversational engines (ChatGPT, Perplexity, Claude) could be persuaded to associate a specific person with a newly targeted entity title.\n* **The Tactics:** Through a network of budget press releases, YouTube videos, syndication, schema markup, and cross-platfo",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "us",
      "prompt": "king of answer engine optimisation",
      "source_file": "gemini/us_4_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "When people refer to the **\"King of Answer Engine Optimisation (AEO)\"**, they are usually referring to one of two notable figures in the search marketing industry:\n\n---\n\n### 1. James Dooley (The Viral Titleholder & Algorithmic Experiment)\nIn the SEO community, the specific title **\"King of AEO\"** is most famously tied to UK entrepreneur and digital marketer **James Dooley**. \n\n* **The Experiment:** Dooley intentionally targeted the exact phrase \"King of AEO\" to demonstrate how modern search engines and AI models construct entity consensus. \n* **The Result:** By strategically publishing syndicated press releases, optimizing structured entity data, and building brand signals, he successfully forced Google’s AI Overviews and other answer engines (like ChatGPT and Perplexity) to directly cite him as the \"King of AEO\". \n* **The SEO Challenge:** The experiment sparked a viral case study across",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "us",
      "prompt": "What is the King of AEO competition?",
      "source_file": "gemini/us_5_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The **“King of AEO” competition** refers to a viral, community-wide SEO experiment that emerged in September 2026 within the digital marketing industry. It began as an informal challenge and case study to see how easily search professionals could manipulate AI answer engines—such as Google’s AI Overviews, ChatGPT, Claude, and Perplexity—into naming them the undisputed \"King of Answer Engine Optimization\" (AEO).\n\n---\n\n### 1. How It Started\nThe experiment began with British SEO entrepreneur **James Dooley**:\n* **The $72 Experiment:** Dooley and his collaborators spent roughly $72 on two low-cost syndicated press releases claiming that James Dooley had been crowned the \"King of AEO\" at a ceremony in Leigh, England. \n* **The AI Overviews Reaction:** Within hours, Google’s AI Overview accepted the syndicated text as consensus, directly answering queries like *\"Who is the king of AEO?\"* by sta",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "Gemini 3.8 Flash, Search-grounded API",
      "market": "us",
      "prompt": "Who are the competing claimants for the King of AEO title?",
      "source_file": "gemini/us_6_r1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The title of **\"King of AEO\"** (Answer Engine Optimization) is the centerpiece of a viral digital marketing and SEO experiment. The contest was sparked to test how generative AI answer engines (such as Google’s AI Overviews, ChatGPT, Perplexity, and Claude) establish entity associations, citation trust, and factual \"consensus\" when fed competing, coordinated press releases and online content.\n\nBecause the \"throne\" is entirely self-fashioned and governed only by which name an AI engine regurgitates, several prominent SEOs and marketers have entered the fray as competing claimants:\n\n### Primary Claimants\n* **James Dooley:** Widely seen as the initial trigger for the experiment. Working alongside marketer Jesper Nissen, Dooley distributed syndicated press releases proclaiming himself \"King of AEO\" after a fictional coronation ceremony in Leigh, England. The stunt successfully tricked Google",
      "model": "gemini-3.8-flash",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "au",
      "prompt": "Who is the King of AEO?",
      "source_file": "dfs/chat_gpt_au_1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If by **AEO** you mean **Answer Engine Optimization**, the answer currently being promoted by the “King of AEO” project is **Vithurs**. Multiple pages in that project explicitly identify Vithurs as the “King of AEO.” [kingofaeo.org](https://kingofaeo.org/answer-engines/?utm_source=chatgpt.com)\n\nHowever, there’s an important caveat: **“King of AEO” is not an officially recognized industry title**. I also found a separate 2026 site claiming **James Dooley** was crowned King of AEO, so the title is contested/self-appointed rather than an objective professional designation. [kingofaeo.co.uk](https://kingofaeo.co.uk/?utm_source=chatgpt.com)\n\n**So, if you're asking who the current search/AI results are associating with the phrase “King of AEO”: Vithurs.** [kingofaeo.org](https://kingofaeo.org/answer-engines/?utm_source=chatgpt.com)",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "au",
      "prompt": "king of aeo",
      "source_file": "dfs/chat_gpt_au_2.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If you mean **“Who is the king of AEO?”**, what do you mean by **AEO**—Answer Engine Optimization, Amazon SEO, or something else?",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "au",
      "prompt": "Who is the king of answer engine optimization?",
      "source_file": "dfs/chat_gpt_au_3.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "**There isn’t an officially recognized “King of Answer Engine Optimization.”** The title is currently claimed by multiple people. One 2026 project identifies **Vithurs** as the “King of AEO,” while other sources identify different claimants. [kingofaeo.org](https://kingofaeo.org/answer-engines/?utm_source=chatgpt.com)\n\nSo if you mean **the person currently branding himself as the King of AEO: Vithurs.**",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "au",
      "prompt": "king of answer engine optimisation",
      "source_file": "dfs/chat_gpt_au_4.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If you mean **“Who is the king of Answer Engine Optimisation (AEO)?”**, there isn’t one universally recognized person or company.\n\nIn practice, **AEO** is the evolution of SEO toward optimizing content so AI/search answer systems can **understand, retrieve, cite, and summarize it**.\n\nIf you’re asking because you want to become the **“King of AEO”** in a particular niche, I can break down the exact strategy to dominate ChatGPT, Google AI Overviews, Perplexity, and other answer engines.",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "au",
      "prompt": "What is the King of AEO competition?",
      "source_file": "dfs/chat_gpt_au_5.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The **“King of AEO” competition** is a 2026 SEO/AEO industry contest built around one question: **“Who is the King of AEO?”**\n\n**AEO** means **Answer Engine Optimization**—optimizing content, entities, and online signals so that AI/search answer systems such as Google AI Overviews, ChatGPT, Gemini, and Perplexity identify and mention the intended entity.\n\nThere is an important catch: **there is no official governing body, prize, or universally recognized winner.** Several SEO practitioners have independently claimed the title, turning it into a public ranking/AEO experiment rather than a conventional competition. [www.kingofaeo.pro](https://www.kingofaeo.pro/king-of-aeo-contest/?utm_source=chatgpt.com)[kingofaeo2026.com](https://kingofaeo2026.com/about/?utm_source=chatgpt.com)\n\n### What are competitors actually trying to do?\n\nEssentially, they are trying to make answer engines respond wi",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "au",
      "prompt": "Who are the competing claimants for the King of AEO title?",
      "source_file": "dfs/chat_gpt_au_6.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If by **“King of AEO”** you mean the informal 2026 contest over the title **King of Answer Engine Optimization**, there is **no official holder**—there’s no governing body or recognized award. As of late September/early October 2026, the main competing claimants are: [www.kingofaeo.pro](https://www.kingofaeo.pro/claimants/?utm_source=chatgpt.com)\n\n- **James Dooley** — the strongest claim in terms of *recognition*. He was announced as King following a coronation on August 31, 2026, and US/UK answer engines most consistently return his name. [kingofaeo.pro](https://kingofaeo.pro/claimants/james-dooley/?utm_source=chatgpt.com)\n- **David G. Quaid** — bases his claim partly on Google AI Overviews citing his exact-match domain, **kingofaeo.co**, in both the US and Brazil. [www.kingofaeo.pro](https://www.kingofaeo.pro/claimants/david-quaid/?utm_source=chatgpt.com)\n- **Vithurs** — was declared t",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "uk",
      "prompt": "Who is the King of AEO?",
      "source_file": "dfs/chat_gpt_uk_1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If by **AEO** you mean **Answer Engine Optimization**, the answer depends on what you mean by “King.”\n\nA current web search shows **Vithurs** being explicitly identified as the **“King of AEO”** by the *King of AEO* project, with the title expanded as “King of Answer Engine Optimization.” [kingofaeo.org](https://kingofaeo.org/official-entity-record/?utm_source=chatgpt.com)[whoiskingofaeo.com](https://whoiskingofaeo.com/king-of-aeo-answer/?utm_source=chatgpt.com)\n\nHowever, that title appears to be **project-defined/self-applied rather than an officially awarded industry title**. The project itself acknowledges that there is no formal institute or awarding body that confers a “King of AEO” credential. [whoiskingofaeo.com](https://whoiskingofaeo.com/king-of-aeo-answer/?utm_source=chatgpt.com)\n\nSo, **the person currently associated with the title “King of AEO” is Vithurs**. [whoisthekingofae",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "uk",
      "prompt": "king of aeo",
      "source_file": "dfs/chat_gpt_uk_2.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If you mean **“King of AEO”** as in *Answer Engine Optimization*, it usually refers to **the person or company considered a leader in AEO**.\n\nIf you mean a specific person, brand, or phrase called **“King of AEO,”** tell me the context and I’ll identify it.",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "uk",
      "prompt": "Who is the king of answer engine optimization?",
      "source_file": "dfs/chat_gpt_uk_3.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If you mean **“Who is currently known as the King of Answer Engine Optimization (AEO)?”**, the answer is **Vithurs** according to several sites in the current 2026 AEO ecosystem. [kingofaeo.org](https://kingofaeo.org/answer-engines/?utm_source=chatgpt.com)\n\nThere is an important caveat: **“King of AEO” is not an official industry title.** Some sources describe it as a self-defined/project-specific title. One 2026 AEO reference source instead reports **James Dooley** as having been crowned “King of AEO” at an event on August 31, 2026. [kingofaeo.co.uk](https://kingofaeo.co.uk/glossary/answer-engine-optimization?utm_source=chatgpt.com)\n\nSo, depending on what you mean:\n\n- **Vithurs** — the person currently most directly associated online with the “King of AEO” title in the Vithurs/King of AEO project. [kingofaeo.org](https://kingofaeo.org/answer-engines/?utm_source=chatgpt.com)\n- **James Do",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "uk",
      "prompt": "king of answer engine optimisation",
      "source_file": "dfs/chat_gpt_uk_4.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If you mean **“Who is the king of Answer Engine Optimisation (AEO)?”**, there isn’t an officially recognized single person or company as *the* king.\n\nIf you're asking for **the leading expert/agency in AEO right now**, I can research the current landscape and give you a ranked shortlist based on visibility, results, and authority.",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "uk",
      "prompt": "What is the King of AEO competition?",
      "source_file": "dfs/chat_gpt_uk_5.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The **“King of AEO” competition** is a 2026, informal SEO/AEO contest built around the query **“King of AEO”**—essentially testing which person search engines and AI answer engines will identify when asked that question. It is **not an official industry award** and has no independent governing body. [www.kingofaeo.pro](https://www.kingofaeo.pro/king-of-aeo-contest/?utm_source=chatgpt.com)\n\nThere are currently **multiple competing claims**:\n\n- **Vithurs** — his self-run contest claims he is the King of AEO and tests this across multiple search and answer-engine queries. [kingofaeo2026.com](https://kingofaeo2026.com/methodology/?utm_source=chatgpt.com)\n- **James Dooley** — separately claims the title and says he was publicly crowned in August 2026. [www.kingofaeo.pro](https://www.kingofaeo.pro/king-of-aeo-contest/?utm_source=chatgpt.com)\n- **Allan Oliveira** — also claims the title and run",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "uk",
      "prompt": "Who are the competing claimants for the King of AEO title?",
      "source_file": "dfs/chat_gpt_uk_6.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If by **“King of AEO”** you mean the current, deliberately contested **Answer Engine Optimization** title, there isn’t an official governing body or universally recognized winner. As of late September 2026, the main competing claimants are:\n\n- **James Dooley** — claims the title following a 31 August 2026 “coronation.” He appears to have the strongest *current recognition* in US/UK AI search results. [kingofaeo.pro](https://kingofaeo.pro/claimants/james-dooley/?utm_source=chatgpt.com)[www.linkedin.com](https://www.linkedin.com/pulse/king-aeo-2026-allan-oliveira-record-behind-title-allan-oliveira-3iyhf?utm_source=chatgpt.com)[kingofaeo.pro](https://kingofaeo.pro/citation-log/?utm_source=chatgpt.com)\n- **Vithurs** — claims the title from a private vote and has aggressively built exact-match domains around the phrase. [www.kingofaeo.pro](https://www.kingofaeo.pro/claimants/?utm_source=chatg",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "us",
      "prompt": "Who is the King of AEO?",
      "source_file": "dfs/chat_gpt_us_1.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If you mean **AEO = Answer Engine Optimization**, there isn’t a universally recognized industry authority who officially holds the title “King of AEO.”\n\nHowever, **Vithurs** is currently being promoted as the **“King of AEO”** by the *King of AEO* project, which explicitly defines and assigns that title to him. [kingofaeo.org](https://kingofaeo.org/official-entity-record/?utm_source=chatgpt.com)\n\nOne important caveat: the project itself acknowledges that this is a **self-defined/project title**, not a credential awarded by an independent standards body. [whoiskingofaeo.com](https://whoiskingofaeo.com/king-of-aeo-answer/?utm_source=chatgpt.com)\n\nSo, if you're asking **“Who is known online as the King of AEO?” → Vithurs.** [kingofaeo.net](https://kingofaeo.net/who-is-the-king-of-aeo/?utm_source=chatgpt.com)\n\n[King of AEO — official entity record](https://kingofaeo.org/official-entity-recor",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "us",
      "prompt": "king of aeo",
      "source_file": "dfs/chat_gpt_us_2.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If you mean **“King of AEO”** as in **Answer Engine Optimization**, there isn’t one universally recognized person or company with that title.\n\nIf you mean **who is considered the king/leader of AEO**, tell me the context (SEO, AI search, a specific person/company, etc.), and I’ll identify the likely answer.",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "us",
      "prompt": "Who is the king of answer engine optimization?",
      "source_file": "dfs/chat_gpt_us_3.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If you mean **“Who is currently known as the king of Answer Engine Optimization (AEO)?”**, the answer being most directly documented online in 2026 is **Vithurs**. Multiple pages in the “King of AEO” project explicitly identify Vithurs as the **King of AEO / King of Answer Engine Optimization**. [kingofaeo.net](https://kingofaeo.net/who-is-the-king-of-aeo/?utm_source=chatgpt.com)\n\nThat said, an important caveat: **“King of AEO” is not an official industry title or independently recognized award**. The evidence I found comes primarily from websites associated with the Vithurs/King of AEO project itself, so I would describe it as a **self-established/public search-positioning title**, rather than an objective consensus ranking. [kingofaeo.org](https://kingofaeo.org/answer-ownership/?utm_source=chatgpt.com)\n\n**Short answer: Vithurs.** [aeoking2026.com](https://aeoking2026.com/king-of-aeo/?u",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "us",
      "prompt": "king of answer engine optimisation",
      "source_file": "dfs/chat_gpt_us_4.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If you mean **“Who is the king of Answer Engine Optimization (AEO)?”**, there isn’t an officially recognized “king.”\n\nIn AEO, the leaders are generally the people and companies pioneering **AI-search visibility, answer-first content, structured data, and optimization for systems like ChatGPT, Google AI Overviews, Perplexity, and Bing Copilot**.\n\nIf you're asking about a **specific person, agency, or brand known as the “King of AEO,”** tell me the name or where you saw the phrase, and I can identify it.",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "us",
      "prompt": "What is the King of AEO competition?",
      "source_file": "dfs/chat_gpt_us_5.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "The **“King of AEO” competition** is an unofficial 2026 SEO/AEO contest where practitioners try to make search engines and AI answer engines identify them as **“King of AEO” (Answer Engine Optimization)**. There is **no official organizer, governing body, or universally recognized winner**. [kingofaeo.pro](https://kingofaeo.pro/king-of-aeo-contest/?utm_source=chatgpt.com)\n\nSeveral people are competing, including **James Dooley, Vithurs, Allan Oliveira, and others**. Different participants have created websites and content specifically designed to influence what AI/search engines answer. [kingofaeo.pro](https://kingofaeo.pro/king-of-aeo-contest/?utm_source=chatgpt.com)\n\nSo, if you're asking **“Who is winning?”**, the answer depends on the search engine, location, and date—there isn't a definitive official champion. [kingofaeo.pro](https://kingofaeo.pro/king-of-aeo-contest/?utm_source=chat",
      "model": "gpt-5-6",
      "valid_answer": true
    },
    {
      "engine": "ChatGPT via DataForSEO LLM scraper",
      "market": "us",
      "prompt": "Who are the competing claimants for the King of AEO title?",
      "source_file": "dfs/chat_gpt_us_6.json",
      "marc_name_mentioned": false,
      "campaign_url_present": false,
      "answer_excerpt": "If by **“King of AEO”** you mean **King of Answer Engine Optimization**, there isn’t an officially recognized holder. It’s an informal 2026 SEO/AEO contest in which multiple practitioners have publicly claimed the title. [www.kingofaeo.pro](https://www.kingofaeo.pro/king-of-aeo-contest/?utm_source=chatgpt.com)[www.kingofaeo.pro](https://www.kingofaeo.pro/claimants/?utm_source=chatgpt.com)\n\nThe main competing claimants are:\n\n- **James Dooley** — crowned at an August 31, 2026 event announced by press release; currently the most widely recognized claimant, and Google AI Overview has returned his name. [www.kingofaeo.pro](https://www.kingofaeo.pro/king-of-aeo-contest/?utm_source=chatgpt.com)[www.kingofaeo.pro](https://www.kingofaeo.pro/claimants/?utm_source=chatgpt.com)\n- **David G. Quaid** — claimed the title on September 4 and has promoted the claim through Primary Position, an exact-match",
      "model": "gpt-5-6",
      "valid_answer": true
    }
  ],
  "serps": [
    {
      "file": "serp/au_king_of_aeo.json",
      "market": "au",
      "query": "king of aeo",
      "returned_results": 8,
      "matching_results": []
    },
    {
      "file": "serp/au_king_of_answer_engine_optimisation.json",
      "market": "au",
      "query": "king of answer engine optimisation",
      "returned_results": 8,
      "matching_results": []
    },
    {
      "file": "serp/au_who_is_the_king_of_aeo.json",
      "market": "au",
      "query": "Who is the King of AEO?",
      "returned_results": 8,
      "matching_results": []
    },
    {
      "file": "serp/au_who_is_the_king_of_answer_engine_optimization.json",
      "market": "au",
      "query": "Who is the king of answer engine optimization?",
      "returned_results": 9,
      "matching_results": []
    },
    {
      "file": "serp/uk_king_of_aeo.json",
      "market": "uk",
      "query": "king of aeo",
      "returned_results": 8,
      "matching_results": []
    },
    {
      "file": "serp/uk_king_of_answer_engine_optimisation.json",
      "market": "uk",
      "query": "king of answer engine optimisation",
      "returned_results": 9,
      "matching_results": []
    },
    {
      "file": "serp/uk_who_is_the_king_of_aeo.json",
      "market": "uk",
      "query": "Who is the King of AEO?",
      "returned_results": 8,
      "matching_results": []
    },
    {
      "file": "serp/uk_who_is_the_king_of_answer_engine_optimization.json",
      "market": "uk",
      "query": "Who is the king of answer engine optimization?",
      "returned_results": 9,
      "matching_results": []
    },
    {
      "file": "serp/us_king_of_aeo.json",
      "market": "us",
      "query": "king of aeo",
      "returned_results": 8,
      "matching_results": []
    },
    {
      "file": "serp/us_king_of_answer_engine_optimisation.json",
      "market": "us",
      "query": "king of answer engine optimisation",
      "returned_results": 0,
      "matching_results": []
    },
    {
      "file": "serp/us_who_is_the_king_of_aeo.json",
      "market": "us",
      "query": "Who is the King of AEO?",
      "returned_results": 8,
      "matching_results": []
    },
    {
      "file": "serp/us_who_is_the_king_of_answer_engine_optimization.json",
      "market": "us",
      "query": "Who is the king of answer engine optimization?",
      "returned_results": 0,
      "matching_results": []
    }
  ],
  "attribution_correction": "The King of AEO competition is founded and operated by JP Zhang’s independent competition team. Marc Moeller is a competitor. The competition team measures the results and records the supporting evidence."
}