The encyclopedia of modern search & AI visibility

◈Capability 86 Query Gap Optimisation Find the questions your audience asks search and AI engines that you do not yet answer well, and close the highest-value gaps first. ◈Capability 84 Existing Asset Optimisation Grow visibility from pages you already own by strengthening, refreshing and consolidating before creating anything new. ◈Capability 88 Technical Health Optimisation Remove the crawl, render, index and structured-data barriers that stop engines and AI retrievers from using your pages. ◈Capability 82 Content Opportunity Prioritisation Decide what to work on next by scoring every opportunity on value, difficulty and confidence - not gut feel. ◈Capability 80 Commercial Intent Optimisation Win the buying-stage queries and AI answers where prospects choose a provider - where visibility turns into revenue. ◈Capability 81 Internal Link Architecture Structure internal links so authority flows to money pages, topics cluster clearly, and no important page is orphaned. ◈Capability 76 Entity Authority Development Build the brand into a recognised, trusted entity that AI models can identify and are willing to cite by name. ◈Capability 75 Citation Engineering Engineer content that AI answer engines can extract, quote and attribute - turning pages into citable sources. ◈Capability 73 AI Visibility Optimisation Improve how often, how prominently and how favourably AI systems represent your brand across the buyer journey. ◈Capability 83 Visibility Intelligence & Reporting Turn tracking into decisions: measure visibility across engines, grade the evidence, and surface the next best action. ◈Capability 82 Content Refresh Systematically detect and reverse content decay so existing pages regain rankings, clicks and AI citations. ◈Capability 80 Topical Authority Build comprehensive, well-linked topic clusters that establish the site as a recognised authority on a subject. ◈Capability 85 Indexability Management Ensure the right pages are indexable and the wrong ones are not, so search engines can find and rank valuable content. ◈Capability 79 Crawl Optimisation Direct crawl budget to important pages by removing waste, fixing structure and improving discovery. ◈Capability 81 Schema Optimisation Select and implement the right structured data so pages qualify for rich results and are understood by AI engines. ◈Capability 78 Conversion SEO Align commercial-intent pages with buyer needs so rankings translate into leads and revenue, not just traffic. ◈Capability 76 Digital PR Earn authoritative links, mentions and trust signals that strengthen the brand's entity and off-site authority. ◈Capability 80 Knowledge Coverage Measure and close the gap between what a site says about a topic and the full knowledge users and AI engines expect. ◈Capability 84 Measurement Framework Turn scattered SEO and GEO signals into evidence-graded metrics that drive confident, prioritised decisions. ◈Capability 72 Automation Engine Automate recurring SEO and GEO monitoring, detection and workflows so teams act on change instead of hunting for it.

◇Pattern 80 Organic Traffic Decline Overall organic traffic is trending down across the site or a section. ◇Pattern 82 High Impressions, Low Clicks Pages appear often in results but earn few clicks. ◇Pattern 85 Pages Not Indexed Important pages are missing from the index. ◇Pattern 80 Keyword Cannibalisation Multiple pages compete for the same query and none wins cleanly. ◇Pattern 74 AI Does Not Recommend Brand AI engines answer category questions without mentioning you. ◇Pattern 74 Weak Authority Content is good but the brand lacks the authority to out-rank or out-cite rivals. ◇Pattern 80 Thin Content Pages lack the depth to satisfy intent or add information gain. ◇Pattern 81 Poor Internal Linking Internal links fail to route authority or express topic structure.

▤Framework 86 Query Gap Optimisation Framework A repeatable method for finding, sizing and closing the gap between what your audience asks and what you answer well. ▤Framework 80 Content Opportunity Matrix A two-axis view - opportunity value against effort/difficulty - that turns a messy backlog into a clear sequence. ▤Framework 79 Commercial Intent Matrix Classifies queries by how close they sit to a purchase so effort concentrates where visibility becomes revenue. ▤Framework 81 Internal Link Architecture Framework Design internal links as deliberate structure that routes authority to money pages and makes topics legible to engines. ▤Framework 78 Visibility Lifecycle The stages a page moves through - from invisible to cited to defended - and the work each stage needs. ▤Framework 84 Evidence Ladder A scale for grading how much to trust a visibility finding, from anecdote to controlled test.

⌥Decision 82 Should I optimise this page? When an existing page is worth investing in rather than leaving, replacing or deleting. ⌥Decision 80 Should I create a new page? When a query gap warrants a brand-new page rather than an edit to an existing one. ⌥Decision 79 Should I merge these pages? When two overlapping pages should be consolidated into one stronger asset. ⌥Decision 81 Should I refresh this content? When a page needs a substance refresh to recover visibility. ⌥Decision 76 Should I build links or create content? Where the next unit of effort pays back more: authority or coverage. ⌥Decision 83 Should I improve internal linking? When internal linking is the highest-leverage fix available.

▶Guide 84 How to run a Query Gap Optimisation audit A step-by-step walkthrough of finding, scoring and closing the query gaps that cost you the most visibility. ▶Guide 75 How to make a page citable by AI answer engines A practical guide to Citation Engineering: restructuring a page so ChatGPT, Perplexity and AI Overviews can extract, quote and attribute it. ▶Guide 81 How to diagnose and reverse content decay A method for catching pages that are quietly losing visibility and refreshing them for real recovery, not cosmetic freshness. ▶Guide 85 How to run a technical SEO audit that finds problems worth fixing A repeatable method for auditing crawlability, indexation and rendering, then ranking the findings by business impact. ▶Guide 85 How to fix pages that aren't being indexed A diagnostic path for finding why valuable pages are excluded from the index and getting them back in. ▶Guide 82 How to optimise crawl budget on a large site Practical steps to stop crawlers wasting effort on low-value URLs so your important pages get crawled and refreshed faster. ▶Guide 80 How to configure robots.txt for AI crawlers How to decide and control whether GPTBot, PerplexityBot, Google-Extended and other AI agents can access your site. ▶Guide 84 How to implement structured data that helps AI understand your pages A selection-and-implementation method for schema.org markup that earns rich results and clarifies entities for AI systems. ▶Guide 84 How to design a crawlable site architecture How to structure URLs, navigation and internal links so crawlers reach every important page and understand how they relate. ▶Guide 84 How to pass Core Web Vitals A focused method for diagnosing and fixing the loading, interactivity and stability metrics that affect user experience and ranking. ▶Guide 82 How to make a JavaScript site render for search and AI How to ensure content built with client-side JavaScript is actually seen, indexed and cited by crawlers. ▶Guide 84 How to fix redirect chains and status codes How to audit and clean up redirects and HTTP responses so crawlers and users reach the right page in one hop. ▶Guide 82 How to run a log-file analysis How to use server logs to see exactly how search and AI crawlers behave on your site, and act on it. ▶Guide 85 How to run a query gap analysis that finds the pages you are missing Compare the questions your audience asks against the pages you have published to surface the highest-value content you are not yet answering. ▶Guide 86 How to refresh decaying content before it loses its rankings A repeatable workflow to detect, prioritise and update ageing pages so they regain traffic instead of quietly fading. ▶Guide 84 How to build a topic cluster that earns topical authority Group related pages around a central theme with deliberate internal linking so search engines and AI models recognise you as an authority on the subject. ▶Guide 84 How to write a pillar page that anchors a topic and ranks for the head term Structure a comprehensive, well-linked pillar page that both serves the broad head query and directs readers into your supporting content. ▶Guide 83 How to prune low-value content without losing traffic Identify pages that dilute your site's quality and decide whether to improve, merge, redirect, or delete each one safely. ▶Guide 82 How to add information gain so your content earns its ranking Make each page contribute something the existing results do not, so search engines and AI models have a reason to surface and cite you. ▶Guide 85 How to map search intent so every page answers the right question Classify the intent behind each target query and align page type, structure, and angle to what the searcher actually wants. ▶Guide 85 How to diagnose and fix keyword cannibalisation Find pages competing for the same query, decide which should win, and consolidate so your authority stops splitting. ▶Guide 84 How to write a content brief that produces rankable content first time Give writers a precise, evidence-based brief so the draft satisfies intent, covers the topic, and needs minimal rework. ▶Guide 84 How to improve thin content so it ranks and converts Turn shallow, low-value pages into substantive ones that satisfy intent, or retire them if they cannot be saved. ▶Guide 76 How to get your brand cited by ChatGPT Earn citations and recommendations inside ChatGPT answers by making your pages retrievable, quotable and trustworthy. ▶Guide 76 How to optimise your content for Perplexity Win citations in Perplexity by structuring pages around retrievable, evidence-backed passages it can quote and link. ▶Guide 76 How to appear in Google AI Overviews Earn inclusion in Google's AI Overviews by combining strong organic relevance with clear, passage-level answers. ▶Guide 72 How to write and publish an llms.txt file Create an llms.txt file that gives AI systems a clean, curated map of your most important content. ▶Guide 78 How to structure content answer-first for AI engines Rewrite pages so the answer comes first, making passages easy for AI engines to lift and cite. ▶Guide 77 How to allow AI crawlers without losing control Configure robots.txt and infrastructure so beneficial AI crawlers can reach your content while you keep control of the rest. ▶Guide 74 How to grow your share of model in AI answers Increase how often AI models name and recommend your brand across the buyer questions that matter. ▶Guide 75 How to monitor your AI citations over time Set up a repeatable process to track when and how AI engines cite your brand across key questions. ▶Guide 75 How to build entity signals so AI models recognise your brand Establish consistent entity signals so AI models reliably recognise, resolve and trust your brand. ▶Guide 74 How to use structured data to support AI answers Apply the right schema so AI engines can parse, trust and reuse your content in their answers. ▶Guide 80 How to build E-E-A-T signals across your site Turn experience, expertise, authoritativeness and trust from an abstract idea into concrete, verifiable signals on every important page. ▶Guide 80 How to run a digital PR campaign that earns authoritative links Design a newsworthy, data-led campaign that journalists want to cover, earning editorial links and brand authority rather than buying them. ▶Guide 78 How to build entity authority so search and AI recognise your brand Make your brand a well-defined entity that search engines and language models understand, trust and associate with your core topics. ▶Guide 74 How to earn brand mentions that build authority without a link Generate and reclaim the unlinked brand mentions that reinforce your entity and increasingly influence AI recommendations. ▶Guide 80 How to generate and manage customer reviews that build trust Build a steady flow of authentic reviews and respond to them in a way that strengthens trust, local visibility and conversion. ▶Guide 80 How to optimise for local SEO and win the map pack Improve local relevance, prominence and proximity signals so your business ranks in the map pack and local organic results. ▶Guide 80 How to claim and optimise your Google Business Profile Claim, verify and fully optimise your Google Business Profile so it drives calls, visits and map pack visibility. ▶Guide 78 How to write author bios and bylines that build trust Attach credible, verifiable authors to your content so readers, quality raters and AI systems trust who is behind it. ▶Guide 80 How to add trust signals to your money pages Layer credible, verifiable trust signals onto revenue pages so buyers, raters and AI systems feel safe choosing you. ▶Guide 78 How to build sustainable, editorial links safely Earn durable, editorially given links through genuine value rather than tactics that invite penalties or decay. ▶Guide 82 How to map commercial intent across your keyword universe Sort every target query by where it sits on the buying journey so effort lands on the terms that actually generate revenue. ▶Guide 80 How to optimise money pages for commercial search Turn product, service and category pages into pages that both rank for commercial queries and convert the visitors they earn. ▶Guide 80 How to build comparison and alternative content that converts Create 'X vs Y' and 'X alternatives' pages that capture high-intent researchers at the moment they are choosing a vendor. ▶Guide 80 How to run conversion-focused SEO on your organic traffic Close the gap between rankings and revenue by optimising ranked pages for the action, not just the visit. ▶Guide 78 How to measure your GEO and AI visibility Build a repeatable measurement of how often, how well and how favourably AI engines cite your brand. ▶Guide 82 How to prioritise your SEO and GEO roadmap Rank every proposed initiative by impact, effort and confidence so the team ships the work that moves revenue first. ▶Guide 80 How to build an SEO and GEO reporting dashboard Assemble one dashboard that ties organic and AI visibility to revenue outcomes stakeholders actually care about. ▶Guide 78 How to automate repetitive SEO tasks safely Move rote auditing, monitoring and reporting to automation so the team spends its hours on judgement, not busywork. ▶Guide 80 How to choose the right SEO and GEO KPIs Select a small set of metrics that connect search work to business outcomes and resist gaming. ▶Guide 76 How to forecast SEO and GEO impact Model the likely traffic, conversion and revenue return of proposed search work so investment is defensible. ▶Guide 84 Advanced Query Gap Optimisation A deep-dive method for finding, prioritising and closing the highest-value queries your site is eligible to win but does not yet serve. ▶Guide 83 Advanced Internal Link Architecture An expert framework for engineering internal links so authority flows to the pages that matter and no valuable page is left orphaned or buried. ▶Guide 85 Advanced Indexability Management A rigorous method for controlling exactly which pages enter the index, why the rest are excluded, and how to fix the silent leaks that keep valuable pages out. ▶Guide 82 Advanced Crawl Optimisation An expert approach to conserving crawl budget so search engines spend their limited attention on the pages that earn revenue, using log files as ground truth. ▶Guide 84 Advanced Content Refresh A data-led system for detecting content decay early and refreshing the right pages in the right way to recover and grow lost rankings and traffic.