Public Audit Report

automatalabs.ca

https://automatalabs.ca/
Scanned on August 23, 2026
78
Overall
B
84
SEO
79/97 passed
73
AEO
33/47 passed
71
GEO
43/60 passed
155
Passed
48
Failed
203
Total Checks
Needs Work
Rating

Quick Wins — Top 5 Issues to Fix

SEO — 84/100 (18 issues)

Failed Checks (18)

  • Description length: 276 chars (too long)meta
  • Title-H1 alignment: 0% word overlap — title and H1 should share key termscontent
  • 36% long sentences (>20 words) — break up for readabilitycontent
  • 3 non-descriptive link text(s) found ("learn more"...) — use descriptive anchor text for SEOcontent
  • No hreflang tags — add if targeting multiple languagestechnical
  • No font preload/preconnect — add for faster renderingperformance
  • No Strict-Transport-Security headersecurity
  • Missing X-Content-Type-Options headersecurity
  • No Content-Security-Policy header — XSS risksecurity
  • No /sitemap.xml found — create one for better crawlingtechnical
  • No Web App Manifest — add for installability and modern web signalstechnical
  • Only 20% responsive images — add srcset for mobilecontent
  • No max-image-preview:large — add to robots meta for Google Discovermeta
  • Missing X-Frame-Options — clickjacking risksecurity
  • No Referrer-Policy header — may leak URL datasecurity
  • No Permissions-Policy — restrict camera/mic/geo accesssecurity
  • 127 links on page — exceeds 100 limit, may dilute link equitycontent
  • No RSS/Atom feed in <head> — add for content discovery by aggregators and AItechnical

Passed Checks (79)

  • Title tag found: "Automata Labs | ContextCleaner & MonitorPilot for Windows"meta
  • Title length: 57 characters (optimal)meta
  • Meta description found (276 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
  • Robots: "index, follow"meta
  • Single H1 tag foundcontent
  • 13 H2 tags foundcontent
  • Heading hierarchy is correctcontent
  • 2685 words on page (good content depth)content
  • Readability: 34 (moderate — aim for 60+)content
  • All 10 images have ALT textcontent
  • All 10 images have width/height attributes (prevents CLS)content
  • JS-based lazy loading detectedcontent
  • 1 of 10 images use legacy formats (JPG/PNG/GIF) — convert to WebP/AVIF for 25-50% smaller filescontent
  • 99 internal links foundcontent
  • 24 external links foundcontent
  • No empty href attributes foundcontent
  • 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: "Automata Labs"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: 24 chars (good)technical
  • URL uses hyphens or no separators (good)technical
  • No deprecated HTML tags foundtechnical
  • Text-to-HTML ratio: 11.0% (good)technical
  • Inline CSS: 2.4 KB (acceptable)performance
  • Inline JS: 13.4 KB (acceptable)performance
  • All 2 external scripts use defer/asyncperformance
  • Cache-Control: private, no-cache, no-store, must-revalidate, max-age=0performance
  • About page link found — builds trust and E-E-A-Ttrust
  • Contact page/email link foundtrust
  • Privacy Policy link foundtrust
  • Terms of Service link foundtrust
  • Author byline foundtrust
  • 3 JSON-LD schema block(s) foundschema
  • Schema types: Organization, WebSite, WebPageschema
  • <!DOCTYPE html> declaredtechnical
  • No mixed content — all resources use HTTPStechnical
  • All 3 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
  • All 5 checked internal links are workingcontent
  • 0% nofollow links (0/123) — good link equity flowcontent
  • OG image uses absolute URL (correct)social
  • All 24 target="_blank" links have rel="noopener"security
  • 1 resource hint(s) (dns-prefetch/preconnect) — faster loadingperformance
  • All schema types have required propertiesschema
  • 25 first-person pronouns — strong personal experiencecontent
  • Title uses "|" separator — Google may rewrite it; consider using "—" insteadmeta
  • Organization schema includes logoschema
  • H1 length: 36 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: ~1394 elements (good)performance
  • No snippet blocking detected (good — content is fully accessible)technical
  • No render-blocking scripts in head (good)performance
  • 1 third-party script domain(s) (acceptable)performance
  • ARIA landmarks present: main, nav, skip-linkaccessibility
  • All 10 form input(s) have labels or aria-labelsaccessibility
  • No duplicate IDs found (44 unique IDs)accessibility
  • No iframes on pagesecurity
  • All 13 H2 sections have sufficient depth (avg 189 words)content
AEO — 73/100 (14 issues)

Failed Checks (13)

  • No definition lists (<dl>) — great for term/value pairsdiscoverability
  • No numbered steps or ordered lists — add for "how to" AI answersstructure
  • Few key-value patterns — use "**Label:** value" format for AIstructure
  • No author information — AI values attributed contentcitation
  • No date information — AI prefers fresh, dated contentcitation
  • No source citations — reference studies and data for authoritycitation
  • First paragraph too short for AI snippetsvoice
  • No summary section — add Key Takeaways for AI extractionvoice
  • Few Q&A blocks — add question headings followed by answer paragraphsvoice
  • No Last-Modified header or dateModified — AI prefers content with freshness signalscitation
  • Content not updated in 90+ days — stale content loses AI visibilitycitation
  • No Table of Contents — add jump links for AI content navigationstructure
  • No video content — multimedia increases AI engagement and citation ratediscoverability

Passed Checks (33)

  • Structured data found — AI can understand your contentdiscoverability
  • 2685 words in HTML — good content for AI parsingdiscoverability
  • Clean URL structurediscoverability
  • 6 semantic HTML5 elements founddiscoverability
  • 49 content sections — well-structured for AIdiscoverability
  • Description + OG description both present — clear topic signalsdiscoverability
  • 114 named entities found — helps AI understand contextdiscoverability
  • 99 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
  • 12 lists found — structured content for AIstructure
  • 1 data table(s) foundstructure
  • Concise answer paragraphs after headings — great for AI citationstructure
  • 64% short sentences — easy for AI to extractstructure
  • 100% concise paragraphs — scannable for AIstructure
  • Avg 196 words/section — sufficient depthstructure
  • Statistics and data found in content — highly citablecitation
  • Organization schema found — AI can identify your brandcitation
  • 3/5 E-E-A-T signals presentcitation
  • 24 external links — references authoritative sourcescitation
  • Content references 2026/2025 — fresh contentcitation
  • Topic focus: 100% — title keywords found in contentcitation
  • 16 answer-box-ready paragraphs found after headingscitation
  • 56 conversational words — good for AI summariesvoice
  • Avg 20 words/sentence — easy reading levelvoice
  • Active voice dominant (1% passive) — AI-friendlyvoice
  • Pronoun density: 1.8% — engaging, user-focusedvoice
  • 59 H2/H3 headings — good content structure for AIvoice
  • No AI-blocking robots directives — AI crawlers can access contentdiscoverability
  • AI search crawlers not blocked in robots.txt (8/8 allowed)discoverability
  • Statistics with source attribution — highly credible for AI citationcitation
  • 1 collapsible section(s) (<details>) — interactive AI-friendly contentstructure
  • Brand "Automata Labs" used consistently (11 mentions)citation
GEO — 71/100 (17 issues)

Failed Checks (17)

  • Few question headings — add Q&A headings for AI Overviewoverview
  • Title and H1 don't align — confusing for AI topic matchingoverview
  • No step-by-step content — add numbered guides for AIoverview
  • 35% optimal paragraphs — aim for 20-80 words per paragraphoverview
  • No author schema — add for AI trust signalsauthority
  • No source citations — reference studies and data for authorityauthority
  • No examples or case studies — add real-world examplesauthority
  • 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
  • Single-perspective content — add "on the other hand..." for balanceformat
  • No conclusion — add recommendations or a verdict sectionformat
  • No <time> elements — wrap dates in <time datetime="...">semantic
  • Author lacks credentials — anonymous content is a GEO penaltyauthority
  • 3 blockquote(s) missing cite attribute — add source URLs for AI trustauthority
  • Only 1 authoritative sameAs link — add Wikipedia, LinkedIn, or Wikidata for entity disambiguationauthority
  • 3 AI crawler(s) blocked/challenged: GPTBot, ClaudeBot, PerplexityBot — cannot index this pageauthority

Passed Checks (43)

  • Definition-style content found — featured snippet candidateoverview
  • Content freshness signals detectedoverview
  • Comprehensive content (2685 words, 13 sections)overview
  • 2-level heading hierarchy — deep content structureoverview
  • 2/5 trust signals foundauthority
  • Brand identity consistent (OG + Schema)authority
  • Original research/data signals foundauthority
  • Expert quotes or testimonials found — authority signalauthority
  • 3 industry terms used — domain expertise signalauthority
  • 21 links to authoritative sources — boosts credibilityauthority
  • 4 unique external domains — diverse sourcesauthority
  • Comparison content detected — AI loves comparingformat
  • 10 images all with ALT text — AI can understand visualsformat
  • Data visualization elements found (tables/charts)format
  • 4/6 formatting types used — rich contentformat
  • Actionable advice found — AI prefers practical contentformat
  • 2 entity types in Schema — AI can classify contentsemantic
  • 10/14 semantic HTML5 elements — deep semantic structuresemantic
  • 100% title keywords in first 200 words — good prominencesemantic
  • 87 contextual links — good cross-referencingsemantic
  • Content categorization found — clear topic classificationsemantic
  • 11 sections have subtopics (H3) — deep coveragesemantic
  • Mobile-friendly (viewport set)technical
  • HTTPS secure — trusted by AI systemstechnical
  • Page size: 159 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
  • 3 Schema types — rich structured datatechnical
  • Language + OG locale set — clear language signaltechnical
  • 3 ARIA landmarks found — good accessibility for AItechnical
  • All image ALT texts are descriptive (>5 chars)format
  • 2685 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
  • 16 data points found — statistics measurably boost generative-engine visibility (GEO study, arXiv:2311.09735)authority
  • No snippet restrictions — AI can freely extract content (good)technical
  • 3/6 question types (5W1H) in headings — comprehensiveoverview
  • Link anchor texts are descriptive — good AI context signalsemantic
  • 3 image caption(s) found — helps AI understand visual contentformat
  • No hidden-text cloaking patterns detectedtrust
  • No keyword-stuffing detectedauthority
  • Healthy content-to-chrome ratio (~3% boilerplate)overview

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