What is guru99.com's AI readiness score?

guru99.com scores 90/100 on SEODiff's AI-Readiness Index, placing it in the Elite range. The ACRI (AI-Crawler Reality Index) score is 75/100 (Grade B).

What tech stack does guru99.com use?

guru99.com uses WordPress as its primary framework with a 0% ghost ratio (SSR rendering).

Is guru99.com visible to AI crawlers like ChatGPT?

GPTBot access: Allowed. ClaudeBot access: Allowed. guru99.com has 1 structured data blocks and a token bloat ratio of 20.8x.

guru99.com SEO & AI Readiness Score: 64/100 (C) — Full Technical Audit

📊

guru99.com demonstrates elite AI-Readiness, achieving an ACRI of 90/100 — placing it in the top 99% of all indexed domains. Compared to other developer sites (avg score: 57), guru99.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. A 20.8× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

C — Global SEODiff Score

Comprehensive search visibility assessment

Strong foundations, but Performance (39) is your bottleneck.

🎯 Top Fix: Reduce token bloat (21×) → +5–10 pts

🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API

Does your site score higher than guru99.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)54 × 0.25 = 13.5

🤖 AI Readiness / GEO (40% weight)73 × 0.40 = 29.2

⚡ Performance (20% weight)39 × 0.20 = 7.8

🏗️ Architecture & Trust (15% weight)89 × 0.15 = 13.3

Weighted sum = 13.5 + 29.2 + 7.8 + 13.3

Global SEODiff Score = 64 (C)

📊 ACRI Sub-Scores (AI Readiness Detail)

100

Bot Access

avg 92

100

Rendering

avg 93

100

Structure

avg 35

Schema

avg 10

Tech Stack

avg 64

🔀

Visibility Delta: Google vs AI

Google (Tranco)

Top 2%

Rank #22963

Aligned

Gap

AI (ACRI)

Top 1%

Score 90/100

guru99.com has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why guru99.com ranks here

Tech stackWordPress

Industrydeveloper

RenderingSSR

Schema coverage1 blocks

Token bloat20.8×

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…

Overview 🛡️ SEO 🤖 GEO ⚡ Perf 🏗️ Arch Remediation Export

See other WordPress sites → developer industry → Full leaderboard → Domain A–Z →

🛡️

Traditional SEO

54/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

59 chars

Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

155 chars

Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

✗ Exactly 1 <h1> tag — found 0
✓ Has <h2> headings — found 4
✗ <h2> not before <h1>

🔍 Indexability

✓ Canonical tag present → https://www.guru99.com
✓ No noindex directive
✓ Meta viewport set
✓ HTML lang attribute → en-US
✓ Hreflang tags
✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

✓ og:title — Guru99: Free Online Tutorials and Business Software Reviews
✓ og:description — At Guru99, gain access to expertly crafted free tutorials and unbiased business software reviews to enhance your skills and boost your business efficiency.
✗ og:image
✓ 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

73/100 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, bestaccessdoors.com (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 →

guru99.com

Your ACRI Score

→

bestaccessdoors.com

Industry Peer ACRI

AI models prioritize pages with strong semantic structure and schema coverage. bestaccessdoors.com has schema coverage of 8 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)

Allowed

✅

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 100/100 — Excellent

Structured Elements 663 elements (663 lists, 0 rows, 0 headers)

Total Words2222

Raw Density29.8%

🏷️ 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.

💡BreadcrumbList schema missing. AI cannot understand your site hierarchy or how pages relate to each other.

💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

AI Extractability

Medium

Crawl Cost

None

Blocklist Risk

Extractability70/100 — AI models can easily extract answers from this page

Crawl CostMedium (60/100) — moderate for AI crawlers to process

Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

🗑️ 96%

Useful Content (20.7 KB)Bloat (409.2 KB)

Token Bloat Ratio20.8× — Heavy

Multimodal Readiness

Visual Context75% Optimized for Vision

Image Alt Coverage9 / 12 images have alt text

TDM Rights

TDM-Reservation HeaderNot set

X-Robots-Tag: noaiNot set

💡Your HTML is 429.8 KB, but only 20.7 KB is text. 4% useful / 96% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (20.8×) 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: 95.2% · SNR: 0.05 · Signal: 5294 / Noise: 104747 tokens

Run Full Entropy Audit →

🔬 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

A local LLM (mlx-community/Qwen2.5-7B-Instruct-4bit) analyzed the extracted content of guru99.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

Educational content and support for software quality assurance

Target Audience

Software testers and quality assurance professionals

Pricing Model

Free (content and support)

Model: mlx-community/Qwen2.5-7B-Instruct-4bit · Analyzed: 2026-02-26 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

FrameworkWordPress

AI-Readiness Score85/100

Servercloudflare

CDNcloudflare

HTTP Status200

Load Time1498 ms

Raw HTML Size429.8 KB

Visible Text Size20.7 KB

⚡

Performance & Speed

39/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1498 ms

Slow — bots may time out or deprioritise

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

📦 Page Weight

2486
DOM nodes

430 KB
HTML payload

Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

✓ Cache-Control header → public, max-age=0, s-maxage=2592000
✓ CDN cache status → HIT
✓ CDN detected → cloudflare

🔬 Tracker Tax

1
tracker scripts

1
third-party domains

0.0%
token overhead

Minimal tracker load — clean signal for bots

googletagmanager.com

📐 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

89/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

✓ Sitemap declared in robots.txt → https://www.guru99.com/sitemap_index.xml
✓ Googlebot allowed
✓ GPTBot allowed
✓ ClaudeBot allowed

🔗 Linking

685
internal links

18
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 75/100. 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/guru99.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=guru99.com" alt="AI-Verified by SEODiff" width="280" height="52"></a>

[![AI-Verified by SEODiff](https://seodiff.io/api/v1/badge?domain=guru99.com)](https://seodiff.io/radar/domains/guru99.com)

💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.

� Deep Crawl Analysis 987 pages · Deep-10

Homepage ACRI

Single-page score

-5

Consistent readability

Δ delta

Site-Wide ACRI

Avg across 987 pages · Range 54–85

Topical Cohesion

Topical Drift

TF-IDF cosine similarity

Total Words

3986779

Avg Bloat

25.0×

RAG Fractures

553

Ext. Citations

1854

⚠️

553 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 553 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page	Type	ACRI	Token Bloat	Words	Status
https://www.guru99.com/best-iptv-for-tivimate.html 9 Best IPTV for TiviMate (2026)	pricing	85	9.6×	9402	⚠️ RAG Fracture
https://www.guru99.com/best-usa-iptv.html 16 Best USA IPTV Service Providers in 2026	pricing	85	7.8×	13704	⚠️ RAG Fracture
https://www.guru99.com/best-uk-iptv-providers.html 13 Best UK IPTV Service Providers (2026)	pricing	85	8.6×	11424	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-canada.html 18 Best IPTV Canada Service Providers (2026 Reviews)	pricing	85	7.3×	14928	⚠️ RAG Fracture
https://www.guru99.com/legal-iptv-providers.html 10 BEST Legal IPTV Subscription Providers in 2026 (Tested & Verified)	pricing	85	8.9×	10467	⚠️ RAG Fracture
https://www.guru99.com/iptv-free-trial.html 12 Best IPTV FREE Trial to Test (2026)	pricing	85	8.8×	10726	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-france.html 18 Best IPTV France Subscription Providers (2026)	pricing	85	6.9×	14948	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-for-sports.html 11 Best IPTV for Sports (2026)	pricing	85	8.3×	11308	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-germany.html 19 Best IPTV Providers in Germany (2026): Tested & Ranked	pricing	85	7.0×	15806	⚠️ RAG Fracture
https://www.guru99.com/iptv-reseller-panel.html 11 Best IPTV Reseller Panel Providers (2026)	pricing	85	8.0×	9871	⚠️ RAG Fracture
https://www.guru99.com/cheaterbuster-alternative.html 9 Best FREE Cheaterbuster AI Alternative (2026)	pricing	85	9.7×	7842	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-subscription-services.html 16 Best IPTV Service Providers in 2026 (Tested & Ranked)	pricing	85	5.5×	22992	⚠️ RAG Fracture
https://www.guru99.com/best-project-zomboid-server.html 11 BEST Project Zomboid Servers Hosting (2026)	pricing	85	10.0×	7444	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-netherlands.html 17 Best IPTV Netherlands Service Providers (2026)	pricing	85	7.6×	12710	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-belgium.html 14 Best IPTV Subscription Belgium (2026)	pricing	85	9.2×	9995	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-spain.html 11 Best IPTV Spain Providers (2026)	pricing	85	9.7×	9068	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-subscription.html 18 Best IPTV Subscription Providers in 2026 (Tried & Tested)	pricing	85	9.0×	10440	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-for-firestick.html 16 Best IPTV for Firestick 2026 (Free Trial)	pricing	85	7.5×	14737	⚠️ RAG Fracture
https://www.guru99.com/mejor-iptv-espana.html Las mejores Listas IPTV en España (2026)	pricing	85	9.9×	7098	💰 Pricing
https://www.guru99.com/best-iptv-players-for-windows.html 9 Best IPTV Player for Windows PC (2026)	pricing	85	8.4×	9615	⚠️ RAG Fracture
https://www.guru99.com/best-private-instagram-viewer.html Instagram Private Account Viewer (Top 8 Free Tools Review)	pricing	85	9.7×	8015	⚠️ RAG Fracture
https://www.guru99.com/best-ai-tools.html 57 Best Free AI Tools in 2026	pricing	85	7.9×	11776	⚠️ RAG Fracture
https://www.guru99.com/best-minecraft-server-hosting.html 14 BEST Cheap Minecraft Server Hosting (2026)	pricing	85	8.7×	9076	⚠️ RAG Fracture
https://www.guru99.com/best-iptv-apps-for-apple-tv.html 10 Best IPTV Apps for Apple TV (2026)	pricing	85	8.1×	9399	⚠️ RAG Fracture
https://www.guru99.com/testing-tools.html 18 Best Software Testing Tools Reviewed in 2026	pricing	85	8.8×	11160	⚠️ RAG Fracture
https://www.guru99.com/virtual-number-for-whatsapp.html Get FREE Virtual Number for WhatsApp Verification Online	pricing	85	9.3×	8995	⚠️ RAG Fracture
https://www.guru99.com/best-crypto-trading-bot.html 8 BEST Crypto Trading Bots (2026)	pricing	85	9.7×	7235	⚠️ RAG Fracture
https://www.guru99.com/face-recognition-search-engines.html 10 Best Free Face Search Tools for Online Facial Recognition (2026)	pricing	85	9.9×	7413	⚠️ RAG Fracture
https://www.guru99.com/aws-interview-questions.html Top 50+ AWS Interview Questions and Answers (2026)	pricing	75	16.1×	4618	⚠️ RAG Fracture
https://www.guru99.com/windows-server-interview-questions.html Top 50+ Windows Server Interview Questions and Answers (2026)	pricing	75	13.5×	5331	💰 Pricing
https://www.guru99.com/best-data-analytics-tools.html 8 BEST Data Analytics Tools for Data Analysis (2026)	pricing	75	15.8×	4494	⚠️ RAG Fracture
https://www.guru99.com/top-5-penetration-testing-tools.html 23 Best VAPT Tools (2026)	pricing	75	12.5×	6101	⚠️ RAG Fracture
https://www.guru99.com/visual-effects-vfx-course.html 10 Best Free VFX Courses Online with Certificate (2026)	pricing	75	12.9×	5379	⚠️ RAG Fracture
https://www.guru99.com/best-financial-modeling-courses-online-certifications.html 9 BEST Financial Modeling Courses (2026)	pricing	75	14.0×	5332	⚠️ RAG Fracture
https://www.guru99.com/best-software-engineering-courses.html 8 BEST Software Engineering Courses (2026)	pricing	75	15.2×	4626	⚠️ RAG Fracture
https://www.guru99.com/free-digital-marketing-tutorial.html Digital Marketing Tutorial: Online Course	pricing	75	13.2×	5427	⚠️ RAG Fracture
https://www.guru99.com/code-review-tools.html 12 BEST Code Review Tools for Code Quality Analysis [2026]	pricing	75	10.5×	7589	⚠️ RAG Fracture
https://www.guru99.com/exploratory-testing-tools.html 9 BEST Exploratory Testing Tools (Feb 2026)	pricing	75	13.7×	5353	⚠️ RAG Fracture
https://www.guru99.com/data-warehouse-interview-questions.html Top 50+ Data Warehouse Interview Questions and Answers (2026)	pricing	75	14.3×	5369	⚠️ RAG Fracture
https://www.guru99.com/oops-interview-questions.html 50+ OOPs Interview Questions and Answers (2026)	pricing	75	11.4×	7273	💰 Pricing
https://www.guru99.com/cyber-background-checks.html 5 BEST Cyber Background Check Services (2026)	pricing	75	14.6×	4007	⚠️ RAG Fracture
https://www.guru99.com/best-prop-firms.html 7 BEST Prop Trading Firms in 2026 (Top Legit Companies)	pricing	75	13.7×	5740	⚠️ RAG Fracture
https://www.guru99.com/virtual-assistant-companies.html 10 BEST Virtual Assistant (VA) Companies in 2026	pricing	75	16.2×	4391	⚠️ RAG Fracture
https://www.guru99.com/software-configuration-management-tools.html 9 BEST Software Configuration Management Tools (2026)	pricing	75	13.9×	5637	⚠️ RAG Fracture
https://www.guru99.com/best-network-testing-tools.html 10 BEST Network Testing Tools (2026)	pricing	75	13.2×	6047	⚠️ RAG Fracture
https://www.guru99.com/network-diagnostics-troubleshooting-tools.html 9 BEST Network Diagnostic Tools (2026)	pricing	75	14.4×	5363	💰 Pricing
https://www.guru99.com/wireshark-alternative.html 9 BEST Wireshark Alternatives for Windows (2026)	pricing	75	13.6×	5799	⚠️ RAG Fracture
https://www.guru99.com/devops-tools.html 17 Best DevOps Tools (2026 List)	pricing	75	10.5×	8465	⚠️ RAG Fracture
https://www.guru99.com/best-a-b-testing-tools.html 9 Best FREE A/B Testing Tools (2026)	pricing	75	13.0×	5648	⚠️ RAG Fracture
https://www.guru99.com/git-interview-questions.html Top 50 GIT Interview Questions and Answers (2026)	pricing	75	14.4×	5343	💰 Pricing
https://www.guru99.com/sap-bo-interview-questions.html Top 50 SAP BO Interview Questions and Answers (2026)	pricing	75	11.7×	7077	💰 Pricing
https://www.guru99.com/ruby-on-rails-interview-questions.html Top 40 Ruby on Rails Interview Questions and Answers (2026)	pricing	75	17.3×	4317	💰 Pricing
https://www.guru99.com/websphere-interview-questions.html Top 40 Websphere Interview Questions and Answers (2026)	pricing	75	17.1×	4367	💰 Pricing
https://www.guru99.com/operating-systems-interview-questions.html Top 50 Operating System Interview Questions (2026)	pricing	75	14.9×	5216	💰 Pricing
https://www.guru99.com/best-scrum-tools.html 11 BEST Scrum Tools for Agile Project Management (2026)	pricing	75	11.3×	7369	⚠️ RAG Fracture
https://www.guru99.com/best-whatsapp-hacking-apps.html 10 Apps that Can Hack WhatsApp (2026)	pricing	75	13.9×	4810	⚠️ RAG Fracture
https://www.guru99.com/free-driver-updater.html 9 Best FREE Driver Updater Software for Windows 10/11	pricing	75	11.5×	7372	⚠️ RAG Fracture
https://www.guru99.com/top-20-continuous-integration-tools.html Best 15 CI/CD Tools (2026)	pricing	75	10.8×	6903	⚠️ RAG Fracture
https://www.guru99.com/active-directory-management-reporting-tools.html 8 BEST Active Directory Management Tools (2026)	pricing	75	13.0×	5686	⚠️ RAG Fracture
https://www.guru99.com/java-tools.html 14 BEST Java Tools (2026)	pricing	75	14.1×	5325	⚠️ RAG Fracture
https://www.guru99.com/best-identity-access-management-tools.html 9 BEST IAM Tools (2026)	pricing	75	12.6×	5848	⚠️ RAG Fracture
https://www.guru99.com/best-ping-monitoring-tools.html 8 Best FREE Ping Monitoring Tools (2026)	pricing	75	14.1×	5495	⚠️ RAG Fracture
https://www.guru99.com/weblogic-interview-questions.html TOP 50 WebLogic Interview Questions and Answers (2026)	pricing	75	15.3×	5058	💰 Pricing
https://www.guru99.com/xml-interview-questions.html Top 40 XML Interview Questions and Answers (2026)	pricing	75	17.8×	4200	💰 Pricing
https://www.guru99.com/vb-net-interview-questions.html Top 40 VB.Net Interview Questions and Answers (2026)	pricing	75	14.7×	5251	💰 Pricing
https://www.guru99.com/programming-interview-questions.html Top 50 Programming Interview Questions & Answers (2026)	pricing	75	14.3×	5597	💰 Pricing
https://www.guru99.com/how-to-find-someone-with-picture.html How to Find Someone (Person) by Photo	pricing	75	10.7×	6957	💰 Pricing
https://www.guru99.com/react-js-interview-questions.html Top 40 React JS Interview Questions and Answers (2026)	pricing	75	14.0×	5534	💰 Pricing
https://www.guru99.com/array-interview-questions.html Top 50 Array Interview Questions and Answers (2026)	pricing	75	15.9×	4792	💰 Pricing
https://www.guru99.com/data-analyst-interview-questions.html Top 60 Data Analyst Interview Questions and Answers (2026)	pricing	75	14.0×	5720	⚠️ RAG Fracture
https://www.guru99.com/data-structure-interview-questions.html Top 40 Data Structures Interview Questions and Answers (2026)	pricing	75	13.2×	5945	💰 Pricing
https://www.guru99.com/crypto-asset-management-companies.html 5 BEST Crypto Asset Management Companies (2026)	pricing	75	14.6×	3945	⚠️ RAG Fracture
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https://www.guru99.com/defect-life-cycle.html Defect/Bug Life Cycle in Software Testing	pricing	64	48.8×	1373	💰 Pricing
https://www.guru99.com/smoke-sanity-testing.html Sanity Testing vs. Smoke Testing: Key Differences, Examples & When to Use Each	pricing	64	41.2×	1658	💰 Pricing
https://www.guru99.com/end-to-end-testing.html What is END-To-END Testing? E2E Example	pricing	64	70.2×	846	💰 Pricing
https://www.guru99.com/system-testing.html What is System Testing? Types with Example	pricing	64	43.9×	1455	⚠️ RAG Fracture
https://www.guru99.com/data-driven-testing.html What is Data Driven Testing? Learn to create Framework	pricing	64	37.2×	1732	⚠️ RAG Fracture
https://www.guru99.com/web-services-tutorial.html Web Services Tutorial for Beginners	pricing	64	104.8×	560	💰 Pricing
https://www.guru99.com/cloud-computing-for-beginners.html Cloud Computing Tutorial	pricing	64	59.3×	1010	💰 Pricing
https://www.guru99.com/business-analyst-tutorial-course.html Business Analyst Tutorial (Free)	pricing	64	55.1×	1129	💰 Pricing
https://www.guru99.com/photoshop-tutorials.html Adobe Photoshop Tutorial	pricing	64	52.5×	1159	💰 Pricing
https://www.guru99.com/install-sap-ides-practice.html How to Download & install SAP IDES for Practice (FREE Access)	pricing	64	31.4×	2232	💰 Pricing
https://www.guru99.com/data-communication-computer-network-tutorial.html Computer Network Tutorial	pricing	64	42.8×	1454	💰 Pricing
https://www.guru99.com/tensorflow-tutorial.html TensorFlow Tutorial	pricing	64	84.8×	696	💰 Pricing
https://www.guru99.com/cpp-programming-tutorial.html C++ Tutorial for Beginners	pricing	64	68.8×	865	💰 Pricing
https://www.guru99.com/java-tutorial.html Java Tutorial – Guru99	pricing	64	37.0×	1679	💰 Pricing
https://www.guru99.com/junit-tutorial.html JUnit Tutorial for Beginners	pricing	64	86.2×	679	💰 Pricing
https://www.guru99.com/software-testing.html Software Testing Tutorial	pricing	64	51.7×	1721	💰 Pricing
https://www.guru99.com/jsp-tutorial.html JSP Tutorial	pricing	64	56.7×	1050	💰 Pricing
https://www.guru99.com/udemy-vs-coursera.html Udemy vs Coursera: Which is Better?	pricing	64	41.7×	1517	💰 Pricing
https://www.guru99.com/c-sharp-tutorial.html C# Tutorial for Beginners	pricing	64	75.6×	783	💰 Pricing
https://www.guru99.com/udemy-vs-udacity.html Udemy vs Udacity Difference: Which is Better in 2026?	pricing	64	39.9×	1560	⚠️ RAG Fracture
https://www.guru99.com/pl-sql-tutorials.html PL/SQL Tutorial for Beginners	pricing	64	84.7×	693	💰 Pricing
https://www.guru99.com/vba-tutorial.html Excel VBA Tutorial	pricing	64	97.7×	594	💰 Pricing
https://www.guru99.com/unix-linux-tutorial.html Linux Tutorial for Beginners – Guru99	pricing	64	91.1×	649	💰 Pricing
https://www.guru99.com/what-is-sql.html What is SQL? Learn SQL Basics, SQL Full Form & How to Use	pricing	64	38.7×	1624	💰 Pricing
https://www.guru99.com/excel-tutorials.html Microsoft Excel Tutorial	pricing	64	84.1×	703	💰 Pricing
https://www.guru99.com/r-tutorial.html R Tutorial for Beginners	pricing	64	57.7×	1201	💰 Pricing
https://www.guru99.com/excel-vlookup-tutorial.html Excel VLOOKUP Tutorial for Beginners: Step-by-Step Examples	other	64	39.3×	1703	✓
https://www.guru99.com/agile-testing-course.html Agile Methodology Tutorial – Guru99	pricing	64	103.7×	563	💰 Pricing
https://www.guru99.com/sql.html SQL Tutorial for Beginners	pricing	64	51.7×	1170	💰 Pricing
https://www.guru99.com/postgresql-tutorial.html PostgreSQL Tutorial for Beginners	pricing	64	76.6×	769	💰 Pricing
https://www.guru99.com/mysql-tutorial.html MySQL Tutorial for Beginners	pricing	64	76.4×	775	💰 Pricing
https://www.guru99.com/hive-tutorials.html Hive Tutorial for Beginners	pricing	64	74.7×	788	💰 Pricing
https://www.guru99.com/operating-system-tutorial.html What is Operating System? Explain Types of OS, Features and Examples	pricing	64	39.0×	1627	💰 Pricing
https://www.guru99.com/ai-tutorial.html AI (Artificial Intelligence) Tutorial	pricing	64	74.4×	794	💰 Pricing
https://www.guru99.com/asp-net-tutorial.html ASP.NET Tutorial for Beginners	pricing	64	94.3×	621	💰 Pricing
https://www.guru99.com/assets-and-liabilities.html What are Assets and Liabilities?	pricing	64	43.9×	1514	💰 Pricing
https://www.guru99.com/selenium-tutorial.html Selenium Tutorial – Guru99	pricing	64	60.2×	1106	💰 Pricing
https://www.guru99.com/test-scenario.html What is Test Scenario in Software Testing (Examples)	pricing	64	38.6×	1803	💰 Pricing
https://www.guru99.com/best-edx-course.html 30 Best FREE edX Courses with Certificates (2026)	pricing	64	40.0×	1610	⚠️ RAG Fracture
https://www.guru99.com/live-python-project.html Live Python Project: Join FREE	other	64	110.9×	528	✓
https://www.guru99.com/compiler-tutorial.html Compiler Design Tutorial for Beginners	pricing	64	99.5×	586	💰 Pricing
https://www.guru99.com/hbase-tutorials.html HBase Tutorial for Beginners: What is HBase? Learn in 3 Days!	pricing	64	49.9×	1192	💰 Pricing
https://www.guru99.com/sap-fico-training-tutorials.html SAP FICO Tutorial	pricing	64	60.6×	1016	💰 Pricing
https://www.guru99.com/test-strategy-document-in-software-testing.html Test Strategy Document in Software Testing (Sample Template)	pricing	64	69.0×	924	💰 Pricing
https://www.guru99.com/nltk-tutorial.html NLTK Tutorial: What is NLTK Library in Python?	pricing	64	108.1×	637	💰 Pricing
https://www.guru99.com/pmp-tutorial.html PMP Tutorial	pricing	64	114.0×	512	💰 Pricing
https://www.guru99.com/data-science-tutorial-for-beginners.html Data Science Tutorial	pricing	64	110.0×	531	💰 Pricing
https://www.guru99.com/software-testing-introduction-importance.html What is Software Testing?	pricing	64	50.6×	1233	💰 Pricing
https://www.guru99.com/how-to-download-audio-from-youtube.html How to Download Audio (Music) from YouTube: 6 Easy Methods	pricing	64	36.2×	2029	💰 Pricing
https://www.guru99.com/aws-tutorial.html AWS (Amazon Web Services) Tutorial	pricing	54	182.1×	318	💰 Pricing
https://www.guru99.com/live-projects.html Live Projects: Join Real Time Training for FREE	pricing	54	131.4×	457	💰 Pricing
https://www.guru99.com/sap-payroll.html SAP Payroll Tutorial (Free)	pricing	54	191.4×	301	💰 Pricing
https://www.guru99.com/sap-crm-training.html SAP CRM Training Tutorial	pricing	54	177.5×	329	⚠️ RAG Fracture
https://www.guru99.com/vb-net-tutorial.html VB.NET Tutorial for Beginners	pricing	54	205.0×	280	💰 Pricing
https://www.guru99.com/newsletters.html Subscribe To Guru99’s Newsletter	other	54	230.5×	239	✓
https://www.guru99.com/accounting.html Accounting Tutorial for Beginners	pricing	54	136.4×	432	💰 Pricing
https://www.guru99.com/sap-bi.html SAP BI/BW Tutorial for Beginners	pricing	54	156.3×	376	💰 Pricing
https://www.guru99.com/tableau-tutorial.html Tableau Tutorial for Beginners	pricing	54	180.4×	322	💰 Pricing
https://www.guru99.com/codeigniter-tutorial.html CodeIgniter Tutorial for Beginners	pricing	54	165.1×	353	💰 Pricing
https://www.guru99.com/uml-tutorial.html UML Tutorial for Beginners	pricing	54	119.7×	489	💰 Pricing
https://www.guru99.com/what-is-sap.html SAP Tutorial for Beginners – Guru99	pricing	54	142.7×	414	💰 Pricing
https://www.guru99.com/ms-sql-server-tutorial.html MS SQL Server Tutorial	pricing	54	116.9×	500	💰 Pricing
https://www.guru99.com/informatica-tutorials.html Informatica Tutorial	pricing	54	206.4×	283	💰 Pricing
https://www.guru99.com/project-management-tutorial.html Project Management Tutorial	pricing	54	158.2×	369	💰 Pricing
https://www.guru99.com/execute-python-online.html Online Python Compiler (Editor / Interpreter / IDE) to Run Code	other	54	280.3×	209	✓
https://www.guru99.com/jmeter-tutorials.html JMeter Tutorial for Beginners	pricing	54	122.7×	478	💰 Pricing
https://www.guru99.com/hp-alm-free-tutorial.html HP ALM Tutorial	pricing	54	227.9×	254	💰 Pricing
https://www.guru99.com/sap-basis-training-tutorials.html SAP Basis Training Tutorial	pricing	54	158.9×	371	💰 Pricing
https://www.guru99.com/quick-test-professional-qtp-tutorial.html UFT Tutorial for Beginners	pricing	54	143.1×	410	💰 Pricing

🔗

Outbound External Citations

1854 unique external domains cited across 987 pages

youtube.com ×985

twitter.com ×985

linkedin.com ×985

google.com ×984

form.jotform.me ×982

guru99.live ×816

facebook.com ×597

guru99.click ×479

🔄 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/guru99.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 guru99.com. Compare side-by-side.

Domain	ACRI	AI Score	Tech Stack	Token Bloat	Schema
guru99.com (this site)	75	90	WordPress	20.8×	1	—
eag.com	75	90	WordPress	21.4×	1	Compare →
legacy-wow.com	74	90	WordPress	20.6×	1	Compare →
halfmarathons.net	75	90	WordPress	20.0×	1	Compare →
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agasobanuyelive.com	73	84	WordPress	21.3×	1	Compare →

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🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to guru99.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 4% 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 Guru99?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Guru99 does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Guru99 work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Guru99."
      }
    }
  ]
}
</script>

📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for guru99.com:

Current Score

Projected Score

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).

📄 Generate llms.txt 📊 Export JSON Data 📸 Download Visual

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.

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🧭 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

Open My Site report → Open Self-Diffing incidents → Open History timeline →

🕒 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

Why guru99.com ranks here

Fastest improvements

JavaScript Rendering Check

Traditional SEO

📝 Title Tag

📋 Meta Description

🔤 Heading Hierarchy

🔍 Indexability

🌐 Social / OpenGraph

AI Readiness / GEO

Citation Alternatives

Hallucination Risk

Hallucination Risk Assessment

🤖 Bot Access Matrix

👻 Rendering (Ghost Ratio) Docs

📊 Structure & Information Density Docs

🏷️ Schema Health Docs

Schema Coverage Map

📐 AI Efficiency Metrics Docs

Token Bloat Research

Multimodal Readiness

TDM Rights

🔥 Structural Entropy Check Research

🔬 AI-Crawler Simulation

📐 Semantic Structure

🧩 Content Chunks

🤖 What Each Bot Sees

AI Answer Preview

The LLM Interpretation

🔧 Tech Stack

Performance & Speed

⏱️ Time to First Byte

📦 Page Weight

🗄️ Cache & CDN

🔬 Tracker Tax

Architecture & Trust

🗺️ Sitemap & Robots

🔗 Linking

🔒 Security & Trust

♿ Accessibility Signals

🏅 AI-Verified Trust Badge

� Deep Crawl Analysis 987 pages · Deep-10

🔌 API Access

🔗 Similar developer Sites

Remediation Patches

Projected Impact

📧 Get your full report data

📋 Data Export

Is this your company?

🧭 Self-Diffing (Private Layer)

🕒 History

📚 Research & Documentation