optilog.ca registers just 21/100 on the ACRI scale — a bottom-tier result indicating systemic AI visibility problems. Compared to other ecommerce sites (avg score: 57), optilog.ca is trailing the benchmark, indicating room for competitive improvement. The low ghost ratio (0%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. A 50.0× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.
32
F — Global SEODiff Score
Comprehensive search visibility assessment
Significant improvement opportunities. Start with Traditional SEO (0).
Top Fix: Reduce token bloat (2732×) → +5–10 pts
📈
ACRI Trend
3 snapshots
Mar 6
Mar 20
🔔
Recent AI Indexing Activity
🔄
Feb 27
Content change detected
Does your site score higher than optilog.ca?
Run the same 40-signal audit on your own domain — free, instant results.
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)0 × 0.25 = 0.0
🤖 AI Readiness / GEO (40% weight)33 × 0.40 = 13.2
⚡ Performance (20% weight)68 × 0.20 = 13.6
🏗️ Architecture & Trust (15% weight)33 × 0.15 = 5.0
Weighted sum = 0.0 + 13.2 + 13.6 + 5.0
Global SEODiff Score = 32 (F)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
0
Structure
avg 35
42
Schema
avg 9
85
Tech Stack
avg 63
Why optilog.ca ranks here
Fastest improvements
- Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
- Create an
llms.txtfile so AI crawlers can discover your content structure without heavy crawling. Generate llms.txt → - Run a full entropy audit to find which DOM regions waste the most tokens. Run Entropy Audit →
Traditional SEO
0/100 25 % of Global Score 🟡 Medium Confidence📝 Title Tag
17 chars
Too short
Optimal range: 30–60 characters for SERP display.
📋 Meta Description
0 chars
Missing
Optimal range: 120–160 characters for snippet control.
🔤 Heading Hierarchy
- ✗ Exactly 1 <h1> tag — found 0
- ✗ Has <h2> headings — found 0
- ✓ <h2> not before <h1>
🔍 Indexability
- ✗ Canonical tag present
- ✗ No noindex directive
- ✓ Meta viewport set
- ✓ HTML lang attribute →
fr-CA - ➖ Hreflang tags — N/A (single language site)
- ✓ Googlebot allowed by robots.txt
🌐 Social / OpenGraph
- ✓ og:title — Optilog - Optilog
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- ✓ og:image — preview
- ✓ twitter:card — summary_large_image
📐 How the SEO Pillar score is calculated
SEO Pillar = Title (20 pts) + Meta Desc (20 pts) + Heading Hierarchy (20 pts) + Indexability (20 pts) + Social/OG (20 pts)
Each sub-score is derived from the checks above. Canonical tag, lang attribute, og:image, and a single H1 are the highest-impact items.
AI Readiness / GEO
33/100 40 % of Global Score 🟢 High ConfidenceThis pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.
Insight: In the ecommerce sector,
24sevenmegastore.com
(ACRI: 89) currently has stronger AI extractability.
AI models tend to prefer sources with higher semantic structure and schema coverage.
Domains with ACRI < 40 see 3.5× more hallucinations. Read the research →
AI models prioritize pages with strong semantic structure and schema coverage.
24sevenmegastore.com has schema coverage of 4 blocks
and uses Django.
Improve your score by implementing the remediation patches below.
Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.
Analyzing hallucination risk…
🤖 Bot Access Matrix
✅
GPTBot (OpenAI)
Allowed
✅
ClaudeBot (Anthropic)
Allowed
✅
CCBot (Common Crawl)
Allowed
✅
Google-Extended
Allowed
✅
Googlebot
Allowed
📊 Structure & Information Density Docs
Structure Grade
0/100 — Poor
Structured Elements
0 elements (0 lists, 0 rows, 0 headers)
Total Words3
Raw Density0.0%
Low structure score (0/100). Very little extractable text detected (3 words). AI crawlers may be blocked from accessing the real page content — check the Ghost Ratio and Bot Access sections.
🏷️ Schema Health Docs
Organization Schema
✅ Present
Product / Service Schema
⚠️ Not Found
Total Schema Blocks1 block(s) — Basic (low value for AI)
Schema Coverage Map
3/7 schema types detected
✅ Organization
❌ Product/Service
✅ Breadcrumb
❌ FAQ
❌ Article
✅ WebSite
Product / Service schema missing. AI models don't know this is a SaaS product. Add Product or SoftwareApplication schema so AI understands what you offer and can surface pricing/features.
FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.
📐 AI Efficiency Metrics Docs
36
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability36/100 — AI models can barely extract answers from this page
Crawl CostLow (25/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked
Token Bloat Research
Useful Content (17 B)Bloat (45.3 KB)
Token Bloat Ratio50×+ — Bloated
Multimodal Readiness
Visual ContextNo images detected
Image Alt Coverage0 / 0 images have alt text
TDM Rights
TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
Your HTML is 45.3 KB, but only 17 B is text. 1% useful / 99% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (50×+) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.
🔥 Structural Entropy Check Research
0
Entropy
Poor
Token Bloat: High
Noise Ratio: 100.0% ·
SNR: 0.00 ·
Signal: 4 / Noise: 11605 tokens
🔬 AI-Crawler Simulation
See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.
This is what humans see — styled, branded, visual.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
🤖
AI Answer Preview
NEWSee how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.
Simulating AI extraction…
🔧 Tech Stack
FrameworkWordPress
AI-Readiness Score85/100
ServerApache
CDN—
HTTP Status503
Load Time1392 ms
Raw HTML Size45.3 KB
Visible Text Size17 B
Performance & Speed
68/100 20 % of Global Score 🟢 High Confidence⏱️ Time to First Byte
1392 ms
Slow — bots may time out or deprioritise
Google considers <200 ms "good". AI crawlers may have even shorter timeouts.
📦 Page Weight
96
DOM nodes
DOM nodes
45 KB
HTML payload
HTML payload
Lean page — fast for bots and users
🗄️ Cache & CDN
- ✗ Cache-Control header
- ✗ CDN cache status
- ✗ CDN detected
🔬 Tracker Tax
0
tracker scripts
tracker scripts
0
third-party domains
third-party domains
0.0%
token overhead
token overhead
Minimal tracker load — clean signal for bots
📐 How the Performance Pillar score is calculated
Perf Pillar = TTFB (35 pts) + Page Weight (25 pts) + Cache/CDN (20 pts) + Tracker Tax (20 pts)
TTFB <200 ms = full marks. DOM >3000 or payload >300 KB incurs heavy penalties. Tracker scripts beyond 5 reduce score.
Architecture & Trust
33/100 15 % of Global Score 🔴 Low Confidence🗺️ Sitemap & Robots
- ✗ Sitemap declared in robots.txt
- ✓ Googlebot allowed
- ✓ GPTBot allowed
- ✓ ClaudeBot allowed
🔗 Linking
0
internal links
internal links
0
external links
external links
Very few internal links — crawlers may miss important pages
🔒 Security & Trust
- ✗ HSTS header (Strict-Transport-Security)
- ✗ Content-Security-Policy header
- ✗ HTTP status 200 OK (got 503)
♿ Accessibility Signals
- ✓ HTML lang attribute → fr-CA
- ✓ Meta viewport for mobile
- ✗ Single H1 for screen readers
📐 How the Architecture Pillar score is calculated
Arch Pillar = Sitemap & Robots (30 pts) + Linking (25 pts) + Security (25 pts) + Accessibility (20 pts)
Having a valid sitemap, allowing AI bots, HSTS, and a good internal link count are the highest-impact items.
🏅 AI-Verified Trust Badge
Your site scores 28/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/optilog.ca" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=optilog.ca" alt="AI-Verified by SEODiff" width="280" height="52"></a>
💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.
🔗 Similar ecommerce Sites
Domains with a similar tech stack, industry, and AI readiness profile to optilog.ca. Compare side-by-side.
| Domain | ACRI | AI Score | Tech Stack | Token Bloat | Schema | |
|---|---|---|---|---|---|---|
| optilog.ca (this site) | 28 | 21 | WordPress | 2731.6× | 1 | — |
| cokitosacademy.com | 53 | 73 | WordPress | 29.5× | 1 | Compare → |
| sliedrecht24.nl | 53 | 74 | WordPress | 7.7× | 1 | Compare → |
| bshop.kr | 53 | 74 | WordPress | 9.0× | 1 | Compare → |
| pepco-stores.de | 53 | 70 | WordPress | 6.0× | 1 | Compare → |
| bpando.org | 53 | 70 | WordPress | 8.1× | 1 | Compare → |
📊 Semantic Share of Voice
How often would an AI cite optilog.ca when users ask about topics in this domain's niche? We run entity queries through our 188k-page search index and measure citation probability.
Analyzing citation landscape…
🩹
Remediation Patches
COPY-PASTEAuto-generated code fixes tailored to optilog.ca. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →
Reduce Token Bloat
Medium Impact
⏱ 1–2 hrs
Only 0% of your HTML is useful content. AI crawlers waste context window tokens on bloat.
html
<!-- Move inline CSS to external stylesheets --> <link rel="stylesheet" href="/css/main.css"> <!-- Move inline scripts to external files with defer --> <script src="/js/app.js" defer></script> <!-- Remove duplicate navigation blocks --> <!-- Keep only ONE <nav> in the <header> --> <!-- Ensure <main> wraps your primary content --> <main> <!-- Your content here — this is what AI sees first --> </main>
📈
Projected Impact
ROI EST.If you apply the patches above, here's the estimated improvement for optilog.ca:
Current Score
21
Projected Score
26
Improvement
+5 pts
Reduce token bloat
+5 pts
*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.
📋 Data Export
Download scores and metadata for audits, client reports, or CI/CD pipelines. Exports contain computed metrics only (no copyrighted content).
All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).
Is this your company?
Monitor your AI visibility score weekly and get alerted when changes happen.
Start Free →🧭 Self-Diffing (Private Layer)
For owned domains, combine this world snapshot with private drift + regression history.
Template Drift
Track in My Site
Drift → Traffic Impact
In development coming soon
Regression Incidents
Track in My Site
Internal Linking
Deep Audit graph
Semantic Structure
GEO view in Deep Audit
Orphans & Hubs
Deep Audit sections
Content Quality
Thin/duplicate tracking
🕒 History
Score over timeAvailable in My Site history
Drift eventsTemplate timeline + incidents
Drift → Revenue AttributionComing soon
Schema/rendering/extractability changesTracked per scan in project history