percona.com 67 C
🛡️ SEO 74 🤖 GEO 65 ⚡ Perf 54 🏗️ Arch 77

percona.com — Global SEODiff Score 67/100

percona.com
📊

At 74/100, the ACRI for percona.com indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Compared to other developer sites (avg score: 57), percona.com performs above the benchmark, suggesting strong competitive positioning in AI search. The low ghost ratio (0%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. Heavy markup overhead (50.0× bloat) forces AI systems to wade through excess code before finding useful information. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. Partial bot access means the domain is visible to some AI systems but not accessible to others — some key bots are restricted.

67
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (54) is your bottleneck.
🎯 Top Fix: Reduce token bloat (66×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 16, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Mar 6 Mar 16
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than percona.com?
Run the same 40-signal audit on your own domain — free, instant results.
Scan Your Site Free →
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)74 × 0.25 = 18.5
🤖 AI Readiness / GEO (40% weight)65 × 0.40 = 26.0
⚡ Performance (20% weight)54 × 0.20 = 10.8
🏗️ Architecture & Trust (15% weight)77 × 0.15 = 11.5
Weighted sum = 18.5 + 26.0 + 10.8 + 11.5
Global SEODiff Score = 67 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
80
Bot Access
avg 92
100
Rendering
avg 93
52
Structure
avg 35
42
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 1%
Rank #11530
+21 pts
Gap
AI (ACRI)
Top 22%
Score 74/100

percona.com punches above its weight in AI — AI visibility exceeds Google ranking. This is a competitive moat worth protecting. ACRI measures technical crawler readiness. Read the methodology →

Why percona.com ranks here

Tech stackWordPress
Industrydeveloper
RenderingSSR
Schema coverage1 blocks
Token bloat50×+

Fastest improvements

  • Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
  • Create an llms.txt file 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 →
🧪

JavaScript Rendering Check

We check what AI crawlers miss when they skip JavaScript execution.

Running headless browser to simulate AI extraction…
🛡️

Traditional SEO

74/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

58 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

179 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 17
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.percona.com/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-US
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Open Source Database Software Support & Services | Percona
  • ✓ og:description — Percona delivers enterprise-class support, consulting, managed services, and software for MySQL, PostgreSQL, MongoDB, and other open source databases
  • ✓ 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

65/100 40 % of Global Score 🟢 High Confidence

This pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.

🔗

Citation Alternatives

Research
💡
Insight: In the developer sector, hikkoshizamurai.jp (ACRI: 88) 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 →
percona.com
56
Your ACRI Score
88
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. hikkoshizamurai.jp has schema coverage of 5 blocks and uses Custom / Proprietary. Improve your score by implementing the remediation patches below.
📊 Side-by-Side Comparison →
🚨

Hallucination Risk

Research

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)
Blocked
Google-Extended
Allowed
Googlebot
Allowed

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 52/100 — Fair
Structured Elements 82 elements (81 lists, 1 rows, 0 headers)
Total Words1018
Raw Density8.1%

🏷️ 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

53
AI Extractability
High
Crawl Cost
Low
Blocklist Risk
Extractability53/100 — AI models can partially extract answers from this page
Crawl CostHigh (95/100) — expensive for AI crawlers to process
Blocklist RiskLow — 1 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (9.7 KB)Bloat (629.0 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context6% Optimized for Vision
Image Alt Coverage2 / 36 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 638.7 KB, but only 9.7 KB 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.
💡Only 6% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 98.5% · SNR: 0.02 · Signal: 2473 / Noise: 161022 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.
🤖

AI Answer Preview

NEW

See how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.

Simulating AI extraction…
🧠

The LLM Interpretation

AI-VERIFIED

SEODiff AI analyzed the extracted content of percona.com and produced this structured business intelligence. Fields marked SEMANTIC VOID indicate information the AI could not find — a critical gap in your site’s machine-readability.

Core Offering
Percona provides expert support, services, and software for open source databases.
Target Audience
Database administrators, DevOps engineers, IT managers
Pricing Model
Subscription-based support and services, pricing not specified.
🏆 Competitive Moat
Expertise in open source database management and optimization.
📊 Content Depth
5/10
Analyzed by SEODiff AI · 2026-02-28

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time573 ms
Raw HTML Size638.7 KB
Visible Text Size9.7 KB

Performance & Speed

54/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

573 ms
Acceptable — room for improvement

Google considers <200 ms "good". AI crawlers may have even shorter timeouts.

📦 Page Weight

1267
DOM nodes
639 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=86400
  • ✓ CDN cache status → HIT
  • ✓ CDN detected → cloudflare

🔬 Tracker Tax

0
tracker scripts
0
third-party domains
0.0%
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

77/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.percona.com/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

156
internal links
6
external links
Good internal linking — helps crawlers discover content

🔒 Security & Trust

  • ✓ HSTS header (Strict-Transport-Security)
  • ✗ Content-Security-Policy header
  • ✓ HTTP status 200 OK (got 200)

♿ Accessibility Signals

  • ✓ HTML lang attribute → en-US
  • ✓ 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 56/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for percona.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/percona.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=percona.com" 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.

� Deep Crawl Analysis 143 pages · Deep-10

Homepage ACRI
56
Single-page score
-2
Consistent readability
Δ delta
Site-Wide ACRI
55
Avg across 143 pages · Range 0–72
Topical Cohesion
29%
Topical Drift
TF-IDF cosine similarity
Total Words
75901
Avg Bloat
63.9×
RAG Fractures [?]
1
⚠️
1 RAG-Chunking Fracture Detected

Poorly formatted tables or pricing grids on 1 page will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.percona.com/about/careers/day-in-the-life/jan-w
Jan Wieremjewicz - Percona
pricing 72 13.7× 2686 💰 Pricing
https://www.percona.com/about/published-authors
Published Authors - Percona
pricing 64 62.2× 699 💰 Pricing
https://www.percona.com/about/careers
Careers - Percona
pricing 64 31.6× 1742 ⚠️ RAG Fracture
https://www.percona.com/about
About Percona - Percona
pricing 64 90.4× 803 💰 Pricing
https://percona.com/about
About Percona - Percona
pricing 64 91.8× 814 💰 Pricing
https://www.percona.com/about/customers/easypayment
Easy Payment - Percona
pricing 61 46.5× 691 💰 Pricing
https://www.percona.com/resources/technical-presentations/open-source-cloud-native-database-cndb-percona-live-open-source
An Open-Source, Cloud Native Database (CNDB) - Percona
pricing 61 39.0× 833 💰 Pricing
https://www.percona.com/about/customers/fitx
Fitx - Percona
pricing 61 60.1× 535 💰 Pricing
https://www.percona.com/resources/technical-presentations/managing-data-and-operation-distribution-mongodb-percona-live-open
Managing Data and Operation Distribution In MongoDB - Percona
pricing 61 56.4× 566 💰 Pricing
https://www.percona.com/resources/technical-presentations/mysql-query-optimizer-explained-through-optimizer-trace-percona
The MySQL Query Optimizer Explained Through Optimizer Trace - Percona
pricing 61 54.6× 583 💰 Pricing
https://www.percona.com/resources/technical-presentations/building-and-scaling-robust-zero-code-data-pipeline-open-source
Building and Scaling a Robust Zero-Code Data Pipeline With Open Source Technologies - Percona
pricing 61 48.1× 655 💰 Pricing
https://www.percona.com/resources/technical-presentations/performing-mongodb-massive-write-operations-efficiently-percona
Performing MongoDB Massive Write Operations Efficiently - Percona
pricing 61 59.3× 548 💰 Pricing
https://www.percona.com/about/customers/intelycare
Intelycare - Percona
pricing 61 36.9× 879 💰 Pricing
https://www.percona.com/about/customers/leakid
Leakid - Percona
pricing 61 55.6× 572 💰 Pricing
https://www.percona.com/about/customers/mcentric
Mcentric - Percona
pricing 61 58.4× 547 💰 Pricing
https://www.percona.com/about/customers/socialtech
Social Tech - Percona
pricing 61 56.8× 569 💰 Pricing
https://www.percona.com/about/newsroom/press-releases/percona-leadersip-press-release-2022-1011
Open Source Database Expert Percona Appoints Ann Schlemmer as its New CEO - Percona
pricing 61 36.2× 912 💰 Pricing
https://www.percona.com/about/customers/networkengineering
Network Engineering - Percona
pricing 61 63.5× 508 💰 Pricing
https://www.percona.com/about/in-the-news
News from Percona - Percona
pricing 61 64.6× 533 💰 Pricing
https://www.percona.com/about/newsroom/press-releases
Press Releases - Percona
pricing 61 50.2× 727 💰 Pricing
Showing 20 of 100 pages. Unlock full subpage table →
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/resources/ 120 55 1% 67.2× Bot Blocked
/about/ 19 61 1% 54.1× Bot Blocked
/software/ 1 39 0% 40.0× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 56 0% 14.9× High JS Bloat
🔄 Re-Crawl & Update 📡 Track this Domain

Scores update automatically each month. Create a free account for on-demand re-crawls (3/month free).

🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/percona.com

Get your free API key — 100 requests/month included.

🔗 Similar developer Sites

Domains with a similar tech stack, industry, and AI readiness profile to percona.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
percona.com (this site) 56 74 WordPress 66.1× 1
aronia-charlottenburg.ro 80 90 WordPress 7.6× 1 Compare →
askbart.org 81 84 WordPress 2.6× 1 Compare →
esmile-24.com 81 84 WordPress 2.2× 1 Compare →
coveti.com 80 88 WordPress 9.6× 2 Compare →
nationalsalonsupplies.com.au 80 90 WordPress 17.1× 3 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite percona.com 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-PASTE

Auto-generated code fixes tailored to percona.com. 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 1% 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>
Add FAQ Schema
Medium Impact ⏱ 10 min
FAQ schema lets AI models directly extract Q&A pairs. This is the easiest way to get featured in AI responses.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What is Percona?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Percona does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Percona work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Percona."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for percona.com:

Current Score
74
Projected Score
82
Improvement
+8 pts
Reduce token bloat +5 pts
Add FAQ schema +3 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
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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
Free Deep Audit → GSC Error Guide →