Public Audit Report

crunchlabs.com

https://www.crunchlabs.com/
Scanned on August 21, 2026
69
Overall
C
68
SEO
63/91 passed
77
AEO
25/32 passed
63
GEO
30/50 passed
118
Passed
55
Failed
173
Total Checks
Needs Work
Rating

Quick Wins — Top 5 Issues to Fix

SEO — 68/100 (28 issues)

Failed Checks (28)

  • Description length: 309 chars (too long)meta
  • Title-H1 alignment: 0% word overlap — title and H1 should share key termscontent
  • Heading hierarchy has gaps (e.g. H1 to H3 without H2)content
  • 2 images missing width/height — causes layout shift (CLS)content
  • 29 of 53 images use legacy formats (JPG/PNG/GIF) — convert to WebP/AVIF for 25-50% smaller filescontent
  • 2 empty href attributes — fix or remove these linkscontent
  • Missing twitter:imagesocial
  • No hreflang tags — add if targeting multiple languagestechnical
  • 8 render-blocking scripts — add defer or async attributeperformance
  • No font preload/preconnect — add for faster renderingperformance
  • 8 HTTP resource(s) on HTTPS page — security risktechnical
  • 5 of 5 internal links are brokencontent
  • 41 target="_blank" links missing rel="noopener" — security risksecurity
  • No Web App Manifest — add for installability and modern web signalstechnical
  • Hero image has loading="lazy" — delays LCP! Remove lazy from above-fold imagesperformance
  • Possible hidden text detected (font-size:0 or same-color text) — Google spam violationtechnical
  • No max-image-preview:large — add to robots meta for Google Discovermeta
  • No Referrer-Policy header — may leak URL datasecurity
  • No Permissions-Policy — restrict camera/mic/geo accesssecurity
  • No Review Schema — add for star ratings in searchecommerce
  • No BreadcrumbList Schema — helps search engines show category pathecommerce
  • H1 length: 10 characters — too short, aim for 20-70content
  • 149 links on page — exceeds 100 limit, may dilute link equitycontent
  • 4 render-blocking script(s) in head — add defer or asyncperformance
  • 7 third-party script domains — may slow page load (static.mobilemonkey.com, shop.app, cdn.shopify.com...)performance
  • 15 duplicate ID(s) found: "63415353575" (2x), "oke-star-symbols" (2x), "cdiv8hf2xa" (2x) — must be unique per HTML specaccessibility
  • 1 iframe(s) without sandbox attribute — security risksecurity
  • No RSS/Atom feed in <head> — add for content discovery by aggregators and AItechnical

Passed Checks (63)

  • Title tag found: "CrunchLabs: Where kids &amp; adults learn to Think like Engi..."meta
  • Title length: 65 characters (slightly long — aim for under 60)meta
  • Meta description found (309 chars)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
  • 11 H2 tags foundcontent
  • 1036 words on page (good content depth)content
  • All 53 images have ALT textcontent
  • JS-based lazy loading detectedcontent
  • 96 internal links foundcontent
  • 42 external links 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 "website"social
  • og:site_name: "CrunchLabs"social
  • Twitter Card: "summary_large_image"social
  • Twitter title foundsocial
  • Twitter description foundsocial
  • HTTPS enabledtechnical
  • Canonical tag foundtechnical
  • Canonical tag is self-referencing (correct)technical
  • Favicon foundtechnical
  • Compression: gziptechnical
  • URL length: 27 chars (good)technical
  • URL uses hyphens or no separators (good)technical
  • No deprecated HTML tags foundtechnical
  • Cache-Control: private, max-age=14400performance
  • HSTS header present — enforces HTTPSsecurity
  • X-Content-Type-Options: nosniffsecurity
  • Content-Security-Policy header presentsecurity
  • Contact page/email link foundtrust
  • Privacy Policy link foundtrust
  • 2 JSON-LD schema block(s) foundschema
  • Schema types: Organization, WebSiteschema
  • <!DOCTYPE html> declaredtechnical
  • All 2 JSON-LD block(s) have valid syntaxschema
  • font-display: swap detected — prevents invisible textperformance
  • 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 5 URL(s)technical
  • 17% nofollow links (24/139) — good link equity flowcontent
  • OG image uses absolute URL (correct)social
  • 5 resource hint(s) (dns-prefetch/preconnect) — faster loadingperformance
  • All schema types have required propertiesschema
  • 6 ad element(s) (moderate) + sticky adcontent
  • 94% responsive images (srcset/picture)content
  • Organization schema includes logoschema
  • Title and meta description are different (good)meta
  • OG URL matches canonical URL (consistent)social
  • Viewport allows zoom (good for accessibility)accessibility
  • DOM size: ~1249 elements (good)performance
  • No snippet blocking detected (good — content is fully accessible)technical
  • All 2 form input(s) have labels or aria-labelsaccessibility
AEO — 77/100 (7 issues)

Failed Checks (7)

  • No date information — AI prefers fresh, dated contentcitation
  • Product Schema lacks name or description — AI cannot parse product infoecommerce
  • Price may be JS-only — ensure price is in HTML for AI crawlersecommerce
  • No structured specs — add a specifications table for AI parsingecommerce
  • No Table of Contents — add jump links for AI content navigationstructure
  • Statistics lack source references — attribute data to boost AI trustcitation
  • No <details>/<summary> elements — use for expandable Q&A contentstructure

Passed Checks (25)

  • Structured data found — AI can understand your contentdiscoverability
  • 1036 words in HTML — good content for AI parsingdiscoverability
  • Clean URL structurediscoverability
  • 5 semantic HTML5 elements founddiscoverability
  • 15 content sections — well-structured for AIdiscoverability
  • Description + OG description both present — clear topic signalsdiscoverability
  • 75 named entities found — helps AI understand contextdiscoverability
  • 98 internal links — good topic cluster signaldiscoverability
  • Q&A/FAQ content detected — useful for AI answers (note: Google retired FAQ rich results in May 2026; the schema itself no longer produces SERP features)structure
  • Question-style headings found — ideal for AI snippetsstructure
  • 19 lists found — structured content for AIstructure
  • 85% short sentences — easy for AI to extractstructure
  • 95% concise paragraphs — scannable for AIstructure
  • Organization schema found — AI can identify your brandcitation
  • 4/5 E-E-A-T signals presentcitation
  • Content references 2026/2025 — fresh contentcitation
  • Topic focus: 100% — title keywords found in contentcitation
  • Active voice dominant (2% passive) — AI-friendlyvoice
  • 22 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 search crawlers not blocked in robots.txt (8/8 allowed)discoverability
  • Content updated within 90 days — AI engines strongly prefer fresh contentcitation
  • Video found but no VideoObject schema — add for AI video discoverydiscoverability
  • Brand "CrunchLabs" used consistently (21 mentions)citation
GEO — 63/100 (20 issues)

Failed Checks (20)

  • No author schema — add for AI trust signalsauthority
  • No comparison content — add vs. sections for AI recommendationsformat
  • No summary section — add Key Takeaways or TL;DR for AIformat
  • No BreadcrumbList schema — add for better AI contextformat
  • Only one list type — use both <ul> and <ol> for content varietyformat
  • Only 2/6 formatting types — use bold, lists, tables, quotes, codeformat
  • No actionable content — add "you should...", "try...", tipsformat
  • No <time> elements — wrap dates in <time datetime="...">semantic
  • Page size: 987 KB — very large, may slow AI crawlingtechnical
  • Only 2 Schema type(s) — add more for AI contexttechnical
  • 1 image(s) with generic/short ALT text — use descriptive textformat
  • No Product Entity in Schema.org — add for AI classificationecommerce
  • No brand in Schema — add brand info for AI product identificationecommerce
  • Only 2 data points — adding statistics measurably boosts generative-engine visibility (GEO study, arXiv:2311.09735)authority
  • Author lacks credentials — anonymous content is a GEO penaltyauthority
  • Only 2/6 question types — add What, Why, How headingsoverview
  • No <figure>/<figcaption> — wrap images with descriptive captions for AIformat
  • Only 1 authoritative sameAs link — add Wikipedia, LinkedIn, or Wikidata for entity disambiguationauthority
  • Hidden text detected (~90 words in display:none/visibility:hidden) — AI crawlers read it and may flag cloaking; render it or remove ittrust
  • Video without VideoObject schema — add name, description, thumbnailUrl, uploadDate (+ captions/transcript)semantic

Passed Checks (30)

  • Content freshness signals detectedoverview
  • Title and H1 are aligned — clear topic focusoverview
  • 3-level heading hierarchy — deep content structureoverview
  • Source citations found — increases AI trustauthority
  • 3/5 trust signals foundauthority
  • Brand identity consistent (OG + Schema)authority
  • 2 links to authoritative sources — boosts credibilityauthority
  • 19 unique external domains — diverse sourcesauthority
  • 53 images all with ALT text — AI can understand visualsformat
  • 1 entity types in Schema — AI can classify contentsemantic
  • 5/14 semantic HTML5 elements — deep semantic structuresemantic
  • 100% title keywords in first 200 words — good prominencesemantic
  • 65 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
  • Open Graph fully configured (title, description, image)technical
  • Canonical URL set — prevents AI from citing duplicatestechnical
  • Page allows AI indexing (no noindex/nosnippet)technical
  • HTML lang="en" set (add og:locale for completeness)technical
  • 4 ARIA landmarks found — good accessibility for AItechnical
  • 1036 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
  • No snippet restrictions — AI can freely extract content (good)technical
  • Link anchor texts are descriptive — good AI context signalsemantic
  • No keyword-stuffing detectedauthority
  • Healthy content-to-chrome ratio (~32% boilerplate)overview
  • All tested AI crawlers can access the page (GPTBot, ClaudeBot, PerplexityBot)authority

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