KNOWLEDGE NOTESKnowledge Notes
Explore curated knowledge, course notes and methods, with their existing content and sources preserved.
This index lists complete English editions. Additional Chinese notes and bilingual updates remain available in the Chinese index.
350knowledge notesA thematic distillation of 23 Google Search Central blog announcements covering core updates, spam updates, product reviews, and page experience. Google’s own official explanation of how its algorithms have evolved.
A thematic distillation of 38 Google Search Central blog posts covering Googlebot user agents / JavaScript SEO / the mobile-first transition / Page Experience / Core Web Vitals / the rise and fall of AMP / and Crawl Budget.
A thematic distillation of 20 Google Search Central blog posts covering quality policies, E-E-A-T, Helpful Content, the Quality Rater Guidelines, and deceptive behavior policies.
A thematic distillation of 15 Google Search Central blog posts covering robots.txt standardization, sitemap best practices, canonical errors, hreflang in practice, and the Indexing API.
A thematic distillation of 26 Google Search Central blog posts covering site reputation abuse, scaled content, expired domains, link spam, hacked sites, manual actions, and disavow.
A thematic distillation of 18 Google Search Central blog posts covering Google's stance on AI content, RankBrain, BERT, MUM, the Knowledge Graph, AI Overviews, and Succeeding in AI Search.
Three major categories of Google Search Central announcements: (1) Three major event series under Events — Search Central Live (flagship, global, free, 35 cities in 12 languages) + Deep Dive (multi-day in-depth edition) + Unconference (since 2020, user-proposed sessions, 500+ participants); (2) Detailed table of 100+ events in the 2022–2026 Events calendar; (3) Four-year timeline of Latest documentation updates — major changes in 2022/2023/2024/2025/2026: FAQ deprecation in 2026-05 / practice problem removal in 2026-01 / AVIF support in 2024-08 / AI Mode/Overviews counted in SC in 2024-08 / SD simplification in 2025-06 / mobile-first completion in 2024-07 / etc.
5 major sections of Google Search help layer operations: (1) 6-piece Debugging tools set + ngrok tunnel to traverse firewalls; (2) Status Dashboard with 4 statuses + 5 years of history + RSS+JSON API; (3) DMA business user eligibility + appeals process (EEA); (4) European Search Dataset Licensing Program (applications open from 2024-03-07, data available from 2024-04-01, 6 eligibility criteria); (5) 3 forms for reporting spam / phishing / malware + privacy rules
Search Console basics, 5 core reports, Looker Studio dashboard (GSC + GA4 side by side), 7-step traffic drop diagnostic method, 4-quadrant bubble chart analysis, Google Trends keyword research and seasonality, and 8 reasons for discrepancies between GSC and GA. The complete tool stack for SEO data analysis.
Google Discover appearance mechanism (no special tag, based on interest + helpful content + large image 1200px+ + max-image-preview:large) + traffic is inherently unpredictable. Image SEO (use `<img src>` not CSS / image sitemap / descriptive filename + alt / og:image / primaryImageOfPage SD / SafeSearch / opt-out inline). Video SEO (must have watch page index + dedicated page for single video + Key Moments Clip/SeekToAction SD + Live Badge + allow fetching video files). Core Web Vitals 3 metrics (LCP <2.5s / INP <200ms / CLS <0.1) + Page Experience 6-dimension self-assessment. Avoid intrusive interstitials (use banner instead of modal / let Googlebot bypass mandatory interstitials). Signed Exchange (prefetch speeds up LCP + Web Packager). Site names (WebSite SD + alternateName + domain level). Web Stories (must be valid AMP + 4 required metadata + self-referential canonical + 5 content policies 280 characters / video-first). Flexible Sampling (metering 6-10 articles/month + lead-in shows first few sentences + paywall SD prevents cloaking). Package tracking (India/Japan/Brazil + 700ms API). Byline date (prominently visible + datePublished/dateModified SD). Top Places List (curated, not sponsored). Reviews system (11 languages + evaluates first-party reviews + site-level evaluation if volume is large).
Full overview of Safe Browsing + Security Issues report. Strict definitions of Malware vs Unwanted Software + 5 major behavioral prohibitions. 4-step fix for Social Engineering (phishing/deceptive ads/unclearly labeled third parties) + screenshots of 3 typical violations. Full-role checklist for preventing malware. Repeat Offender 30-day no-appeal policy. 7 major methods to prevent UGC spam (reputation / noindex for new users / nofollow+ugc / manual review / blocklist / reCAPTCHA / monitoring). Usage of 4 major search operators (site/filetype/imagesize/src) + limitations (inaccurate; prioritize URL Inspection for debugging). Removals tool: temporary removals for ~6 months vs permanent removal via page deletion/password protection/noindex. 5 major sources of redacted information leaks (cropping illusions/OCR/document history/metadata/URL filenames) + 5-step remediation after improper redaction.
A compilation of official original sources for the 5 major milestones in Google Search evolution: RankBrain (2015, first deep learning ranking system / apex predator example) + BERT (2019, Transformer understanding word-to-word relationships / 10% of US English queries affected / "for someone" example) + MUM (2021, T5 / 1000x BERT / 75 languages / multimodal / Mt. Fuji example / average 8 queries for complex tasks) + HCU (August 2022, site-level ML classifier / "written for ranking" detection) + AI Overviews (May 2024, custom Gemini / multi-step + planning + AI-organized + video search). **Pandu Nayak's February 2022 overview = the only official article that covers all 4 major milestones together**. These 5 are the "constitution" of Google ranking; E-E-A-T and Google's stance on AI content are all derived from them.
Canonicalization concepts + Google's automatic canonical selection signals (HTTPS/redirect/sitemap/rel=canonical/hreflang cluster); priority table for 4 specification methods (redirect strong → rel=canonical strong → sitemap weak); complete HTTP status code table (2xx/3xx/4xx/5xx/special 429) + impact on indexing and crawling; 5 redirect types + Apache/NGINX/PHP configurations; Permanent vs Temporary semantic differences; 2 site move playbooks (host change without URL change / domain change with URL change); for temporary outages, prefer limiting functionality over full shutdown; dual paths to ask Google to recrawl; troubleshooting for 6 major canonical issues + 14 anti-patterns.
Google's 3-layer mental model for crawling/indexing/rendering control. robots.txt (only controls crawling, not indexing) + 3 major limitations. noindex (meta tag + HTTP header) implementation and debugging. Full table of 11 valid rules + 3 historical rules for the robots meta tag. Element-level fine-grained control with data-nosnippet. X-Robots-Tag (Apache/NGINX configuration + regex adaptation for non-HTML files). The strictest rule wins in conflicts. The classic pitfall where robots.txt + noindex cancel each other out. Decision table for 4 methods of controlling content. Image removal special case (Googlebot-Image UA). Full list of 9 user-triggered fetchers (which ignore robots.txt). rel=sponsored/ugc/nofollow outbound link qualifiers.
The 6 surfaces where Ecommerce content appears on Google (Search/Images/Lens/Shopping tab/Business Profile/Maps). Pros and cons of 4 launch strategies for new sites (Grand reveal / Home page launch / Launch with stock unavailable / Soft launch). 2 paths for Product data: on-page structured data + Google Merchant Center feed (automated/manual/Content API); **Merchant Center is mandatory for the Shopping tab**. 6 major relevant SD types (BreadcrumbList / LocalBusiness / Organization / Product+ProductGroup / Review / VideoObject). Ecommerce-specific rules for URL structure (use `?key=value`, do not use `?value`, do not use fragment variants; variants can use path segments or query parameters; use the query-free version for canonical); 3 common mistakes (treating fragments as variants / multiple content pieces on the same URL / infinite URL space from timestamped URLs). Comparison of 3 pagination modes (Pagination / Load more / Infinite scroll) + requirements for unique URLs + sequential links + do not set the homepage as canonical + **next/prev is deprecated**. 13 review guidelines (expert perspective / quantification / competitor comparison / evolution / affiliate disclosure).
2 types of Googlebot (Smartphone primary / Desktop minority) + crawl limits (2MB for HTML / 64MB for PDF / resources counted independently / calculated before decompression) + verification (reverse DNS). All file types Google can index (flat / encoded / media). 6 URL structure best practices + 4 common problems (faceted navigation / parameter abuse / infinite calendar space / relative links). Links must use `<a href>` to be reliably crawled; 5 anchor text guidelines. 3 mobile-first indexing configurations (responsive preferred / dynamic serving / separate URLs) + 13 troubleshooting errors. 9 supported meta tags + 4 unsupported ones (meta-keyword/lang/next-prev/nositelinkssearchbox). 8-element whitelist for valid HTML <head>; iframes/img tags cut off subsequent reading. 5-step crawl troubleshooting + soft 404 fixes + If-Modified-Since 304 optimization + emergency 503/429 crawl reduction. For website testing, do not cloak / use 302 + rel=canonical. AMP overview + Viewer vs Signed Exchange + 3 complete removal paths.
When you need a sitemap (>500 pages / new site / rich media) and when you don’t; how to choose among the 3 formats XML/RSS-mRSS-Atom/text; hard limits of 50MB / 50,000 URLs; sitemap index solution for large sites (500 per site); 4 extension namespaces and combined usage; full table of required and optional fields for image/video/news sitemaps; 4 submission methods; two approaches for cross-site submission; 13 anti-patterns.
A synthesis of three perspectives on SEO × LLM positions. Covers Google Search Central (official: how-not-who framework + boundaries of scaled content abuse + the Who/How/Why three questions + AI Overviews / Succeeding in AI Search) / newtype comprehensive guide to llms.txt (two competing format proposals: the robots.txt-like Access Control Model + the Markdown-based Inference Guidance Model / Karpathy's "rewrite software infrastructure for Agents") / newtype knowledge system (wiki.newtype.pro third layer = publishing layer = proprietary "LLM-friendly corpus"). Covers Google's stance on AI content, the current state of the llms.txt proposal, compatibility between E-E-A-T and AI content, and infrastructure for the Agent era.