◇Pattern

Patterns 31

Recognisable visibility problems, described as symptoms → likely causes → recommended response, each linked to the framework that fixes it.

◇Pattern 80 Organic Traffic Decline Overall organic traffic is trending down across the site or a section. Measurement & Intelligence ◇Pattern 82 High Impressions, Low Clicks Pages appear often in results but earn few clicks. Content Optimisation ◇Pattern 85 Pages Not Indexed Important pages are missing from the index. Technical SEO ◇Pattern 80 Keyword Cannibalisation Multiple pages compete for the same query and none wins cleanly. Content Optimisation ◇Pattern 74 AI Does Not Recommend Brand AI engines answer category questions without mentioning you. GEO & AI Search ◇Pattern 74 Weak Authority Content is good but the brand lacks the authority to out-rank or out-cite rivals. Authority & Trust ◇Pattern 80 Thin Content Pages lack the depth to satisfy intent or add information gain. Content Optimisation ◇Pattern 81 Poor Internal Linking Internal links fail to route authority or express topic structure. Technical SEO ◇Pattern 81 Content Decay A previously strong page is steadily losing visibility. Content Optimisation ◇Pattern 79 Poor Commercial Intent Coverage Visibility skews informational and misses buying-stage queries. Commercial SEO ◇Pattern 76 Local Visibility Gap The brand is invisible for location-qualified queries and answers. Commercial SEO ◇Pattern 74 Weak Entity Recognition Engines and AI cannot confidently identify the brand as a distinct entity. Authority & Trust ◇Pattern 80 Schema Errors Structured data is missing, invalid or misdescribes the page. Technical SEO ◇Pattern 82 Duplicate Content Near-identical pages compete and dilute signals. Technical SEO ◇Pattern 82 Orphan Pages Pages exist but nothing links to them internally. Technical SEO ◇Pattern 77 Featured Snippet / AI Answer Loss A page lost its featured snippet or its place in the AI answer. Content Optimisation ◇Pattern 79 Declining Rankings Positions for target queries are sliding down. Content Optimisation ◇Pattern 84 Broken Internal Links Internal links point to missing or redirected pages. Technical SEO ◇Pattern 82 Slow Site Pages load slowly and fail Core Web Vitals. Technical SEO ◇Pattern 78 Low Conversion Despite Rankings Pages rank and get traffic but few visitors convert. Commercial SEO ◇Pattern 75 Weak Reviews Too few, too narrow or too negative reviews to build trust. Authority & Trust ◇Pattern 79 Crawl Budget Waste Crawlers spend budget on low-value URLs instead of important pages. Technical SEO ◇Pattern 81 Redirect Issues Redirect chains, loops or wrong-type redirects harm crawling and equity. Technical SEO ◇Pattern 79 Low Topical Authority The site is not seen as an authority on its core topics. Content Optimisation ◇Pattern 75 Weak E-E-A-T Signals Pages lack the experience, expertise, authority and trust signals engines and AI reward. Authority & Trust ◇Pattern 80 Poor Click-Through Rate Listings under-perform their position on clicks. Content Optimisation ◇Pattern 73 No Brand Mentions The brand is rarely mentioned across the web that models learn from. Authority & Trust ◇Pattern 74 No AI Citations AI answer engines never cite the site as a source. GEO & AI Search ◇Pattern 77 Thin Category Pages Category and collection pages are shallow and under-optimised. Content Optimisation ◇Pattern 78 Stale Metadata Titles, meta and structured data are outdated or inconsistent. Content Optimisation ◇Pattern 70 Cited Market, Absent Brand AI engines retrieve rich, authoritative sources about the category, and none of them name the brand. AI Visibility