Knowledge Center
Understand Search. Understand Visibility. Build Better Websites.
Practical guides on technical SEO, generative engine readiness, topic coverage, and source-backed bilingual sites—without black-box scores or guaranteed rankings.
Educational material only. Mika does not guarantee search rankings or AI answer citations.
Featured guides
Start with the frameworks teams use to separate health from growth.
What Is a Website SEO Audit
What a structured SEO audit covers—and what it does not claim to predict.
Read guide →How to Check Website Crawlability
Practical checks for robots rules, status codes, and crawl paths.
Read guide →How to Find Content Gaps
Compare buyer questions with what your site actually answers.
Read guide →Why Page Count Does Not Equal SEO Growth
More URLs are not the same as more findable, useful coverage.
Read guide →What Is GEO
A clear definition of Generative Engine Optimization for B2B sites.
Read guide →How to Answer Buyer Questions Directly
Put short, sourceable answers on real pages—not only marketing copy.
Read guide →How to Audit AI Search Visibility
A checklist for answerability, entities, and evidence—not ranking guarantees.
Read guide →SEO Health vs SEO Growth
Separate crawl/index health from topic and market expansion.
Read guide →GEO Health vs GEO Growth
Clarity and evidence today versus uncovered questions tomorrow.
Read guide →Audit Diagnosis Blueprint
A repeatable path from findings to prioritized next actions.
Read guide →Latest research
Open notes on crawlers, handbooks, and bilingual source-backed structure.
What Open-Source SEO Crawlers Check
A field map of signals common open-source crawlers inspect.
Read guide →How GEO Handbooks Structure Source-Backed Pages
Patterns for definitions, short answers, examples, and sources.
Read guide →What a Technical SEO/GEO Crawler Inspects
Technical and answerability signals a combined crawler can surface.
Read guide →How Source-Backed Bilingual Sites Are Structured
Architecture notes for parallel EN/ZH sites with shared facts.
Read guide →Browse by category
Eight lanes—from SEO and GEO to open-source research and updates.
Open-source research
Field maps of what crawlers inspect and how source-backed pages are structured. Read the notes, then apply the checks on your own site.
View open-source guidesAll guides
Filter by category or search titles on this page—no backend required.
What Is a Website SEO Audit
What a structured SEO audit covers—and what it does not claim to predict.
Read guide →How to Check Website Crawlability
Practical checks for robots rules, status codes, and crawl paths.
Read guide →How to Find Broken Internal Links
Find dead internal links that waste crawl budget and user trust.
Read guide →How to Audit Canonical URLs
Verify canonical tags point to the intended indexable URL.
Read guide →How to Check Hreflang
Validate language/region alternates without guessing rankings.
Read guide →How to Analyze XML Sitemaps
Read sitemap coverage, freshness, and indexation mismatches.
Read guide →How to Find Orphan Pages
Locate pages with no internal links and weak discovery paths.
Read guide →How to Detect Duplicate Content
Spot near-duplicates and thin template collisions.
Read guide →How to Find Content Gaps
Compare buyer questions with what your site actually answers.
Read guide →How to Map Search Intent
Align pages to informational, commercial, and transactional intent.
Read guide →How to Build Topic Coverage
Grow topical depth without manufacturing near-duplicate pages.
Read guide →How to Identify Commercial Search Opportunities
Find commercial queries your product pages can honestly support.
Read guide →How to Build Product Page Content
Structure specs, use cases, and proof buyers need before contact.
Read guide →How to Expand SEO into New Markets
Enter new languages or regions with real coverage—not copy spam.
Read guide →Why Page Count Does Not Equal SEO Growth
More URLs are not the same as more findable, useful coverage.
Read guide →What Is GEO
A clear definition of Generative Engine Optimization for B2B sites.
Read guide →How to Make Company Information Clearer
State who you are, what you sell, and where you operate—without hype.
Read guide →How to Structure Product Information
Make product facts extractable for people and answer systems.
Read guide →How to Answer Buyer Questions Directly
Put short, sourceable answers on real pages—not only marketing copy.
Read guide →How to Build Evidence Around Product Claims
Support claims with specs, process, and verifiable context.
Read guide →How to Improve Citation Readiness
Make pages easier to quote—without promising guaranteed citations.
Read guide →How to Build Consistent Entity Information
Keep names, products, and facts consistent across languages.
Read guide →How to Audit AI Search Visibility
A checklist for answerability, entities, and evidence—not ranking guarantees.
Read guide →What Makes a Page Easier to Reference
Structure, definitions, and evidence that help other systems cite you.
Read guide →SEO Health vs SEO Growth
Separate crawl/index health from topic and market expansion.
Read guide →GEO Health vs GEO Growth
Clarity and evidence today versus uncovered questions tomorrow.
Read guide →Audit Diagnosis Blueprint
A repeatable path from findings to prioritized next actions.
Read guide →Question Coverage for Websites
Map buyer questions to pages that answer them directly.
Read guide →Entity, Evidence & Answerability
Three building blocks of trustworthy website answers.
Read guide →Multilingual Search Visibility
Keep EN/ZH coverage aligned without /en/ prefixes or thin mirrors.
Read guide →What Open-Source SEO Crawlers Check
A field map of signals common open-source crawlers inspect.
Read guide →How GEO Handbooks Structure Source-Backed Pages
Patterns for definitions, short answers, examples, and sources.
Read guide →What a Technical SEO/GEO Crawler Inspects
Technical and answerability signals a combined crawler can surface.
Read guide →How Source-Backed Bilingual Sites Are Structured
Architecture notes for parallel EN/ZH sites with shared facts.
Read guide →No guides match this filter or search.