korlipara.net

https://korlipara.net/writing/building-valuable-agents-harnesses

Scanned on June 18, 2026

Overall

SEO

81/104 passed

AEO

40/51 passed

GEO

48/56 passed

169

Passed

Failed

211

Total Checks

Good

Rating

Quick Wins — Top 5 Issues to Fix

✗8 title tags found — should be exactly 1meta
✗No theme-color meta tag — improves mobile browser appearancemeta
✗Missing og:site_name — helps brand recognition in sharessocial
✗No apple-touch-icon — iOS home screen will lack custom icontechnical
✗No hreflang tags — add if targeting multiple languagestechnical

SEO — 78/100 (23 issues)

Failed Checks (23)

✗8 title tags found — should be exactly 1meta
✗No theme-color meta tag — improves mobile browser appearancemeta
✗Missing og:site_name — helps brand recognition in sharessocial
✗No apple-touch-icon — iOS home screen will lack custom icontechnical
✗No hreflang tags — add if targeting multiple languagestechnical
✗1 render-blocking scripts — add defer or async attributeperformance
✗No font preload/preconnect — add for faster renderingperformance
✗No Cache-Control header — browser cannot cache effectivelyperformance
✗No Content-Security-Policy header — XSS risksecurity
✗No Privacy Policy link — required by GDPR and improves trusttrust
✗No Terms of Service link — add for legal compliance and trusttrust
✗Schema may be excessive: 1 JSON-LD blocks, 12.1 KB total — consider consolidatingschema
✗2 HTTP resource(s) on HTTPS page — security risktechnical
✗No Web App Manifest — add for installability and modern web signalstechnical
✗No dns-prefetch or preconnect hints — add for faster third-party loadingperformance
✗3% sentences use transition words — aim for 20%+content
✗No max-image-preview:large — add to robots meta for Google Discovermeta
✗No Permissions-Policy — restrict camera/mic/geo accesssecurity
✗2 paragraph(s) exceed 150 words — break up for readabilitycontent
✗162 links on page — exceeds 100 limit, may dilute link equitycontent
✗Missing ARIA landmarks — add <main>, <nav>, and skip-to-content link for accessibilityaccessibility
✗No RSS/Atom feed in <head> — add for content discovery by aggregators and AItechnical
✗No IndexNow integration — add for instant Bing/Yandex indexing on content changestechnical

Passed Checks (81)

✓Title tag found: "Building Valuable Agents: Harnesses"meta
✓Title length: 35 characters (optimal)meta
✓Meta description found (160 chars)meta
✓Description length: 160 chars (optimal)meta
✓Viewport meta tag found (mobile-friendly)meta
✓UTF-8 charset declaredmeta
✓Language attribute set on HTML tagmeta
✓No meta refresh redirect (good)meta
✓No robots meta tag (default: index, follow)meta
✓Single H1 tag foundcontent
✓Title and H1 are identical — consider differentiating slightly for broader keyword coveragecontent
✓7 H2 tags foundcontent
✓Heading hierarchy is correctcontent
✓7100 words on page (good content depth)content
✓Readability: 55 (moderate — aim for 60+)content
✓30% long sentences (>20 words) — good readabilitycontent
✓No images found on pagecontent
✓No images to check for dimensionscontent
✓No below-fold images to lazy loadcontent
✓11 internal links foundcontent
✓100 external links foundcontent
✓No empty href attributes foundcontent
✓All link texts are descriptive (no "click here" or "read more")content
✓Open Graph title foundsocial
✓Open Graph description foundsocial
✓Open Graph image foundsocial
✓Open Graph URL foundsocial
✓og:type set to "article"social
✓Twitter Card: "summary_large_image"social
✓Twitter title foundsocial
✓Twitter description foundsocial
✓Twitter image foundsocial
✓HTTPS enabledtechnical
✓Canonical tag foundtechnical
✓Canonical tag is self-referencing (correct)technical
✓Favicon foundtechnical
✓Compression: enabled (vary: accept-encoding)technical
✓URL length: 64 chars (good)technical
✓URL uses hyphens or no separators (good)technical
✓URL is lowercase (good)technical
✓No deprecated HTML tags foundtechnical
✓Text-to-HTML ratio: 35.1% (good)technical
✓Inline CSS: 8.6 KB (acceptable)performance
✓Inline JS: 12.7 KB (acceptable)performance
✓HSTS header present — enforces HTTPSsecurity
✓X-Content-Type-Options: nosniffsecurity
✓About page link found — builds trust and E-E-A-Ttrust
✓Contact page/email link foundtrust
✓Author byline found + author in schematrust
✓1 JSON-LD schema block(s) foundschema
✓Schema types: Article, Person, CreativeWork, FAQPage, WebSite, Personschema
✓<!DOCTYPE html> declaredtechnical
✓All 1 JSON-LD block(s) have valid syntaxschema
✓Viewport includes width=device-width (responsive)meta
✓robots.txt found and allows crawlingtechnical
✓robots.txt includes Sitemap referencetechnical
✓No AI crawlers blocked in robots.txt — AI search and training can access contenttechnical
✓sitemap.xml found with valid formattechnical
✓Sitemap contains 23 URL(s)technical
✓All 5 checked internal links are workingcontent
✓0% nofollow links (0/111) — good link equity flowcontent
✓OG image uses absolute URL (correct)social
✓URL contains title keywords (100% match)technical
✓All 91 target="_blank" links have rel="noopener"security
✓All schema types have required propertiesschema
✓29 first-person pronouns — strong personal experiencecontent
✓Referrer-Policy: strict-origin-when-cross-originsecurity
✓H1 length: 35 characters (optimal)content
✓Title and meta description are different (good)meta
✓OG URL matches canonical URL (consistent)social
✓Viewport allows zoom (good for accessibility)accessibility
✓DOM size: ~1104 elements (good)performance
✓No snippet blocking detected (good — content is fully accessible)technical
✓Trailing slash consistent between URL and canonicaltechnical
✓Schema dates consistent: published 2026-06-07T06:19:24Z, modified 2026-06-17T14:41:22Zschema
✓No render-blocking scripts in head (good)performance
✓1 third-party script domain(s) (acceptable)performance
✓All 1 form input(s) have labels or aria-labelsaccessibility
✓No duplicate IDs found (92 unique IDs)accessibility
✓No iframes on pagesecurity
✓All 7 H2 sections have sufficient depth (avg 965 words)content

AEO — 78/100 (11 issues)

Failed Checks (11)

✗Only 0 content sections — segment your content betterdiscoverability
✗No definition lists (<dl>) — great for term/value pairsdiscoverability
✗No code blocks — add <code>/<pre> for technical contentdiscoverability
✗Few key-value patterns — use "**Label:** value" format for AIstructure
✗No source citations — reference studies and data for authoritycitation
✗Few Q&A blocks — add question headings followed by answer paragraphsvoice
✗No /llms.txt found — add one to guide AI crawlers (emerging standard)discoverability
✗No sameAs links in schema — add social profiles for brand recognitioncitation
✗Brand name inconsistent — align site name across title, og:site_name, Organization schemacitation
✗No video content — multimedia increases AI engagement and citation ratediscoverability
✗No <details>/<summary> elements — use for expandable Q&A contentstructure

Passed Checks (40)

✓Structured data found — AI can understand your contentdiscoverability
✓7100 words in HTML — good content for AI parsingdiscoverability
✓Clean URL structurediscoverability
✓4 semantic HTML5 elements founddiscoverability
✓Description + OG description both present — clear topic signalsdiscoverability
✓182 named entities found — helps AI understand contextdiscoverability
✓11 internal links — good topic cluster signaldiscoverability
✓FAQ content detected — great for AI answers (Note: FAQ rich results limited to gov/health sites since Aug 2023)structure
✓Question-style headings found — ideal for AI snippetsstructure
✓5 lists found — structured content for AIstructure
✓1 data table(s) foundstructure
✓Concise answer paragraphs after headings — great for AI citationstructure
✓Step-by-step content detected — AI loves procedural answersstructure
✓70% short sentences — easy for AI to extractstructure
✓92% concise paragraphs — scannable for AIstructure
✓Avg 1005 words/section — sufficient depthstructure
✓Author information found — builds E-E-A-Tcitation
✓Publication/modification date foundcitation
✓Statistics and data found in content — highly citablecitation
✓Organization schema found — AI can identify your brandcitation
✓3/5 E-E-A-T signals presentcitation
✓100 external links — references authoritative sourcescitation
✓Content references 2026/2025 — fresh contentcitation
✓Topic focus: 100% — title keywords found in contentcitation
✓2 answer-box-ready paragraphs found after headingscitation
✓Speakable schema found — voice search readyvoice
✓105 conversational words — good for AI summariesvoice
✓First paragraph is snippet-ready (20-60 words)voice
✓SearchAction schema found — sitelinks search box enabledvoice
✓Avg 17 words/sentence — easy reading levelvoice
✓Active voice dominant (8% passive) — AI-friendlyvoice
✓Pronoun density: 1.2% — engaging, user-focusedvoice
✓Summary/conclusion section found — AI can extract key pointsvoice
✓13 H2/H3 headings — good content structure for AIvoice
✓No AI-blocking robots directives — AI crawlers can access contentdiscoverability
✓Freshness signal found (Last-Modified header or dateModified)citation
✓AI crawlers allowed in robots.txt (3/4 explicitly listed)discoverability
✓Content updated within 90 days — fresh content gets 3.2x more AI citationscitation
✓Table of Contents detected — helps AI navigate long contentstructure
✓Statistics with source attribution — highly credible for AI citationcitation

GEO — 86/100 (8 issues)

Failed Checks (8)

✗Few question headings — add Q&A headings for AI Overviewoverview
✗Incomplete brand identity — add og:site_name + Organization schemaauthority
✗No HowTo Schema — add for step-by-step rich resultsformat
✗No images — add visuals with descriptive ALT textformat
✗No BreadcrumbList schema — add for better AI contextformat
✗No <time> elements — wrap dates in <time datetime="...">semantic
✗Author lacks credentials — anonymous content is a GEO penaltyauthority
✗Only 0/6 question types — add What, Why, How headingsoverview

Passed Checks (48)

✓Definition-style content found — featured snippet candidateoverview
✓Content freshness signals detectedoverview
✓Comprehensive content (7100 words, 7 sections)overview
✓Title and H1 are aligned — clear topic focusoverview
✓Step-by-step content detected — AI Overview friendlyoverview
✓3-level heading hierarchy — deep content structureoverview
✓66% optimal paragraphs (20-80 words) — AI-friendlyoverview
✓Author schema markup foundauthority
✓Source citations found — increases AI trustauthority
✓2/5 trust signals foundauthority
✓Original research/data signals foundauthority
✓Expert quotes or testimonials found — authority signalauthority
✓Case study or examples found — AI values concrete examplesauthority
✓10 industry terms used — domain expertise signalauthority
✓8 links to authoritative sources — boosts credibilityauthority
✓29 unique external domains — diverse sourcesauthority
✓FAQ Schema (FAQPage) foundformat
✓Comparison content detected — AI loves comparingformat
✓Summary/conclusion section foundformat
✓Data visualization elements found (tables/charts)format
✓Both ordered and unordered lists used — content varietyformat
✓4/6 formatting types used — rich contentformat
✓Multi-perspective content found — balanced analysisformat
✓Actionable advice found — AI prefers practical contentformat
✓Conclusion/recommendation found — helps AI provide answersformat
✓3 entity types in Schema — AI can classify contentsemantic
✓7/14 semantic HTML5 elements — deep semantic structuresemantic
✓25 data points with units — highly citablesemantic
✓100% title keywords in first 200 words — good prominencesemantic
✓63 contextual links — good cross-referencingsemantic
✓Content categorization found — clear topic classificationsemantic
✓2 sections have subtopics (H3) — deep coveragesemantic
✓Mobile-friendly (viewport set)technical
✓HTTPS secure — trusted by AI systemstechnical
✓Page size: 120 KB — reasonabletechnical
✓Open Graph fully configured (title, description, image)technical
✓Canonical URL set — prevents AI from citing duplicatestechnical
✓Page allows AI indexing (no noindex/nosnippet)technical
✓6 Schema types — rich structured datatechnical
✓HTML lang="en" set (add og:locale for completeness)technical
✓2 ARIA landmarks found — good accessibility for AItechnical
✓7100 words — sufficient depth for AI analysisoverview
✓First 200 words contain topic keywords — AI extracts primarily from the startoverview
✓Definition + list combo — strong featured snippet candidateoverview
✓30 data points found — statistics boost AI visibility by 30-40%authority
✓No snippet restrictions — AI can freely extract content (good)technical
✓Link anchor texts are descriptive — good AI context signalsemantic
✓4 authoritative sameAs links (Wikipedia, LinkedIn, etc.) — strong Knowledge Graph signalauthority

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