# waikay.io > AI-optimized mirror of waikay.io containing 50 pages totalling 75,891 words of clean markdown content, structured data, and semantic HTML. Original source: https://waikay.io. Last updated: 2026-07-20T13:48:12.217Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [AI Search Optimization & Prompt tracking | Waikay](/content/site-root.html): Waikay home (573 words) ## Articles & Blog Posts - [Chapter 8: AI Prompt Tracking | Waikay®](/content/ai-brand-visibility-guide/prompt-tracking-for-ai-brand-visibility/index.html): Explore the concept of Prompt Tracking in AI visibility and discover why it may not be the best long-term strategy. (1,058 words) - [Chapter 2: AI Share of Voice | Waikay®](/content/ai-brand-visibility-guide/share-of-voice/index.html): Explore effective data gathering methods for tracking brand visibility in AI-generated content and enhancing your system design. (1,137 words) - [Waikay's Innovative AI Tracking & Recommendations' Features](/content/features/index.html): Explore Waikay features for monitoring your AI presence and gaining actionable insights to enhance brand reputation. (1,175 words) - [Content Gap Analysis & SEO Action Plans | Waikay®](/content/action-plans/index.html): A comprehensive AI Brand visibility plan for improving the understanding of AI models in regard to brands and what they stand for. (598 words) - [Source Tracker | Waikay®](/content/source-tracker/index.html): Source Tracker (926 words) - [Waikay — Entity Map](/content/entitymap-html.html) (12,033 words) - [| Waikay®](/content/compare/index.html): Comparison Guide · Updated Quarterly AI Visibility Tools Compared: Waikay vs Profound vs Peec AI vs Otterly.AI vs Writesonic (2026) Published by Waikay. Yes, we make one of the tools in this comparison. We have kept every claim factual, dated and checkable, and we say plainly where a competitor beats us. We will update this […] (1,745 words, Jul 7, 2026) - [How Is Brand Reputation Management Changing in the Age of AI? | Waikay®](/content/brand-reputation-management/index.html): Learn how AI and large language models influence brand reputation management, reshaping the way your brand is viewed online. (3,442 words, Apr 3, 2026) - [The Illusion of Sentiment Analysis | Waikay®](/content/the-illusion-of-sentiment-analysis/index.html): Why AI Sentiment Features Are Not Useful AI monitoring tools are rapidly adding sentiment analysis to their dashboards. It is presented as a way to understand whether AI speaks positively or negatively about your brand. On the surface, that sounds useful. If you are trying to manage how AI represents you, then knowing whether anything […] (734 words, Feb 11, 2026) - [AI visibility metrics: How AI sees your brand | Waikay](/content/ai-visibility-metrics-to-your-brand/index.html): Discover AI visibility metrics with Waikay and analyze how your brand appears and compares to the competition in AI engines. (2,239 words, Dec 16, 2025) - [Métricas de visibilidad IA: Cómo la IA ve tu marca | Waikay](/content/es/metricas-de-visibilidad-ia-para-tu-marca/index.html): Descubre las métricas de visibilidad IA con Waikay y analiza cómo tu marca aparece y se compara con la competencia en los motores de IA. (2,426 words, Dec 16, 2025) - [Visibilité IA : Comment l'IA perçoit votre marque | Waikay](/content/fr/metriques-de-visibilite-ia-decouvrez-comment-lia-percoit-votre-marque-et-vos-concurrents.html): Découvrez les métriques de visibilité IA avec Waikay et analysez comment votre marque apparaît et se compare à la concurrence dans les moteurs d'IA. (2,429 words, Dec 16, 2025) - [Adobe Acquires Semrush in $1.9 Billion Deal | Waikay®](/content/adobe-acquires-semrush/index.html): Adobe acquires Semrush for $1.9 billion, enhancing its marketing tools with SEO innovations and AI-driven capabilities. (729 words, Nov 21, 2025) - [AI Audit: Analyze what AI knows about your brand | Waikay](/content/ai-audit-how-to-use-waikay-to-audit-the-knowledge-that-ai-models-have-about-your-brand.html): Discover why it’s important to conduct an AI Audit with Waikay’s support and control what artificial intelligence knows about your brand. (2,185 words, Nov 17, 2025) - [Auditoría IA: analiza qué sabe la IA sobre tu marca | Waikay](/content/es/auditoria-ia-con-waikay/index.html): Descubre por qué es importante hacer una Auditoría IA con el apoyo do Waikay y controla qué sabe la inteligencia artificial sobre tu marca. (2,307 words, Nov 17, 2025) - [From SEO to GEO: how brands adapt to AI | Waikay](/content/from-seo-to-geo-with-waikay/index.html): Learn how to move from SEO to GEO and use Waikay to find out what AI knows about your brand and how to work on your AI search strategy. (2,132 words, Nov 10, 2025) - [Sentiment Analysis in GEO | Waikay®](/content/sentiment-analysis-in-geo/index.html): Tracking “sentiment” in LLM output may not be as obvious, or even as useful as one might suppose. For a start, all of the LLMs have their own overall “personality” programmed into the responses. In addition, if the user asks “what is good about [topic/brand]” the sentiment will be a lot different to “what is […] (1,361 words, Nov 4, 2025) - [How to talk about GEO to clients | Waikay®](/content/how-to-talk-about-geo-to-clients/index.html): Right now, nearly every call I take involves an agency under pressure. Their clients are anxious about “falling behind” in the AI race, and they’re turning to their SEO teams for answers. That creates a lot of stress — but also an opportunity. This article is designed as a resource for how to respond to those client questions, and […] (666 words, Oct 28, 2025) - [Waikay’s Query Fan Out Feature  | Waikay®](/content/query-fan-out/index.html): Waikay displays Gemini's query fan out by prompt type. (1,406 words, Oct 9, 2025) - [SEMRush AI Toolkit vs Waikay | Waikay®](/content/semrush-ai-toolkit-vs-waikay/index.html): A head-to-head feature comparison between the AI visibility module of SEMrush and Waikay - the AI Visibility tool from InLinks. (1,986 words, Sep 24, 2025) - [Waikay Topic Report Guide | Waikay®](/content/choosing-the-right-topic-for-a-waikay-topic-report/index.html): Learn the importance of choosing content topics to enhance your brand's visibility and improve competitive analysis. (1,022 words, Aug 27, 2025) - [Profound vs Waikay | Waikay®](/content/ai-tracking-tools-profound-vs-waikay/index.html): Compare and contrast the features of two leading brand visibility tools: Profound (tryprofound.com) vs Waikay (Waikay.io). Discover what sets them apart in this detailed analysis. (2,449 words, Aug 11, 2025) - [How InLinks Captured the #1 Spot in AI Search for Entity SEO Tools | Waikay®](/content/how-inlinks-won-top-spot-in-ai-search-for-entity-seo-tools.html): Explore the Inlinks case study to see how B2B SaaS can leverage LLM Action Plans to improve AI recommendations. (1,255 words, Jul 23, 2025) - [The difference between GEO and SEO | Waikay®](/content/geo-vs-seo/index.html): Understand GEO vs SEO and learn how Generative Engine Optimization can enhance your online content strategy effectively. (1,489 words, Jul 23, 2025) - [Waikay Announces Partnership with Colombia-Based Agency Navigamo  | Waikay®](/content/waikay-announces-partnership-with-colombia-based-agency-navigamo.html):   July 22, 2025 – London, UK / Bogotá, Colombia –  Waikay, a leading platform for prompt management and automation, is thrilled to announce a new strategic partnership with Colombian Digital Marketing Solutions company, Navigamo. This collaboration marks a significant step forward in Waikay’s international expansion, bringing together two teams with a shared mission: to […] (373 words, Jul 22, 2025) - [Waikay vs. Peec AI | Waikay®](/content/waikay-vs-peec-ai/index.html): A comparison of the features and benefits of two leadinf AI Prompt visibility platfroms, Waikay (waikay.io) and Peec (Peec.ai) (3,402 words, Jul 16, 2025) - ["Why do Waikay analyses differ from ChatGPT's?" | Waikay®](/content/why-do-waikay-io-analyses-differ-from-chatgpts/index.html): THE Recurring Question At Waikay, we receive this question every day: “Your results about my brand have nothing to do with what ChatGPT tells me when I ask the same questions. Who is right?” The answer will surprise you: we’re both right… and both wrong. Image by Mohamed Hassan from Pixabay.com Why? Because there are multiple “truths” about […] (2,018 words, Jul 9, 2025) - [How to Turn LLM Noise into Brand Strategy Using Entities and Citations | Waikay®](/content/how-to-turn-llm-noise-into-brand-strategy-using-entities-and-citations.html): Talking to LLMs about your brand can sometimes feel like talking to a drunk grandparent at a wedding: unreliable, exaggerated, and full of stories that change every time you ask. One minute your brand is a rising star, the next it’s completely forgotten. It’s chaotic, and you’d be forgiven for thinking: how can I possibly […] (2,414 words, Jul 3, 2025) - [Cómo convertir el ruido de los LLM en estrategia de marca utilizando entidades y citas | Waikay®](/content/es/como-convertir-el-ruido-de-los-llm-en-estrategia-de-marca-utilizando-entidades-y-citas.html): Hablar con los LLM sobre tu marca a veces puede sentirse como hablar con un abuelo borracho en una boda: poco fiable, exagerado y lleno de historias que cambian cada vez que preguntas. En un minuto tu marca es una estrella en ascenso, al siguiente está completamente olvidada. Es caótico, y se te perdonaría que […] (774 words, Jul 3, 2025) - [What Are The Best Entity SEO tools ? When ChatGPT Sows Confusion | Waikay®](/content/what-are-the-best-entity-seo-tools/index.html): The detailed technical analysis of an AI response reveals the active fabrication of disinformation: 70% of inadequate responses recommended with disconcerting authority. A terrifying finding! The refinement work on our brand review tool applied to LLMs, Waikay, brings out unexpected results. It perfectly illustrates the serious problems posed by using LLMs instead of search engines. […] (2,466 words, Jun 19, 2025) - [Website Homonymy in LLMs - A New Critical Challenge for SEO | Waikay®](/content/website-homonymy-in-llms-a-new-critical-challenge-for-seo.html): “Sorry my friend, you’re mistaking me for someone else…” This is probably what your website would like to say each time an LLM confuses it with a more or less similar homonym. And it turns out that this situation occurs much more often than you might suspect… To understand this, let’s take an example that […] (3,953 words, May 1, 2025) - [Knowledge Maps | Waikay®](/content/knowledge-maps/index.html): Explore the features of knowledge maps now available in reports. Understand your strengths and competitive positions better. (671 words, Apr 28, 2025) - [The “About” page: yesterday neglected, tomorrow the judge of your digital identity? | Waikay®](/content/importance-of-about-page-for-your-digital-identity/index.html): Ah! The “About” page… This marketing obligation is usually relegated to the bottom of the to-do list, somewhere between “update legal information” and “check for dead links”. That catch-all page you don’t know what to do with, where you hesitate between telling the heroic story of the founders, displaying obsolete team photos, or settling for […] (2,415 words, Apr 14, 2025) - [LLM Action Reports | Waikay®](/content/llm-action-reports/index.html): Today, Waikay can start giving you the most actionable reports yet in a post LLM world. When we launched Waikay, we quietly mentioned that we had filed a patent. With what we are launching today, we’ll share a bit more about the patent and the how and the why. But first… let’s show you what […] (1,009 words, Apr 7, 2025) - [The Guide to AI Optimisation (AIO) | Waikay®](/content/aio-guide/index.html): Navigate the complexities of AI with our AI optimization guide. Understand why brands need to focus on AI accuracy. (1,636 words, Mar 3, 2025) - [AI Link Hallucinations: Are they harming your brand? | Waikay®](/content/link-hallucinations/index.html): Learn about LLM link hallucinations and how AI can create misleading hyperlinks that lead to non-existent pages. (778 words, Mar 3, 2025) - [AI Training Data is the New Position Zero  | Waikay®](/content/training-data/index.html): TL;DR  AI increasingly relies on pre-trained data to answer queries, meaning if your brand isn’t included in AI training datasets, you risk being overlooked. While AI sometimes performs live lookups (grounded searches), over half of its responses rely purely on internal knowledge. If your competitors’ content is included and yours isn’t, they gain a significant […] (1,429 words, Mar 3, 2025) ## Listings & Categories - [AI Insights Category | Waikay®](/content/category/insights/index.html) (597 words) - [Waikay News Category | Waikay®](/content/category/announcements/index.html) (530 words) - [AI applied to marketing Category | Waikay®](/content/category/ai-applied-to-marketing/index.html) (326 words) - [AI digital strategy Category | Waikay®](/content/category/ai-digital-strategy/index.html) (407 words) - [Estrategia digital con IA Category | Waikay®](/content/es/category/estrategia-digital-con-ia/index.html) (275 words) - [FAQs Category | Waikay®](/content/category/faqs/index.html): Ask a human your FAQ in a FREE demo! Discover how our YouTube channel offers answers to enhance your brand visibility and generate AI SEO reports to action. (61 words) - [AI audits and metrics Category | Waikay®](/content/category/ai-audits-and-metrics/index.html) (209 words) - [Insights IA Category | Waikay®](/content/fr/category/insights-ia/index.html) (138 words) - [IA aplicada al marketing Category | Waikay®](/content/es/category/ia-aplicada-al-marketing/index.html) (150 words) - [Audits IA et métriques de performance Category | Waikay®](/content/fr/category/audits-ia-et-metriques-de-performance/index.html) (87 words) - [Auditorías y métricas IA Category | Waikay®](/content/es/category/auditorias-y-metricas-ia/index.html) (182 words) - [Insights de IA Category | Waikay®](/content/es/category/insights-de-ia/index.html) (89 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives