The Knowledge Operating System for search & AI visibility
A structured library of everything the SearchScore Method knows - nine domains, ten capabilities and a growing graph of frameworks, patterns, decisions and guides. Start from a business problem, follow it to the fix.
- 9
- Domains
- 20
- Capabilities
- 25
- Frameworks
- 30
- Patterns
- 50
- Decisions
How the knowledge connects
Every object in the system sits on one path - from the problem you feel to the improvement you measure.
- Business Problem
- Pattern
- Decision
- Capability
- Framework
- Audit
- Checklist
- Implementation
- Measurement
- Continuous Improvement
Browse by domain
All domains →
Domain13
Search Foundations
The mental models every other domain builds on: how search and AI answer engines actually retrieve, rank and cite content in 2026.
Domain111
Technical SEO
Making sure engines and AI crawlers can reach, render, understand and trust your pages - the plumbing beneath every ranking.
Domain119
Content Optimisation
Turning pages into the best available answer for a query - the raw material both classic ranking and AI citation reward.
Domain33
Commercial SEO
Aligning visibility with revenue: winning the queries where buyers decide, not just where traffic is easy.
Domain61
Authority & Trust
Becoming an entity that engines and AI models recognise, understand and trust enough to cite by name.
Domain68
GEO & AI Search
Generative Engine Optimisation: engineering content so AI answer engines retrieve, quote and attribute it.
Domain35
AI Visibility
Managing how - and how favourably - AI systems represent your brand across the decision journey.
Domain39
Measurement & Intelligence
Knowing what is true: scoring, tracking and prioritising visibility work with evidence rather than vibes.
Domain4
Automation & Operations
Making the Method repeatable: SOPs, workflows and AI-assisted operations that run visibility work at scale.
Browse by capability
All capabilities →
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.
Start from a business problem
All patterns →Recognise the symptom, jump to the fix.
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.
Featured frameworks
All frameworks →
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.
Popular decisions
All decisions →
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.
Latest guides
All guides →
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.