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testrigor.com
SUMMER 2021

testrigor.com

Moderate AI visibility with 33 of 48 criteria passing. Biggest gap: llms.txt file.

Developer Tools & InfrastructureDeveloper Platforms
66/100
2 since v1
F
Citation Avg
Answer Readiness
~40% weight
8/10
Content Structure
~25% weight
8/10
Trust & Authority
~15% weight
7/10
Technical Foundation
~10% weight
4/10
AI Discovery
~10% weight
7/10

Verdict

Moderate AEO readiness at 66/100 with significant gaps to address. Key strengths include Schema.org Structured Data, Original Data & Expert Analysis, and Sitemap Completeness. Priority gaps: llms.txt File, Speakable Schema, and Methodology Transparency.

How to Improve

Current
66/100
Projected
87/100
31Total Fixes
6Quick Wins
~48hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersImplement semantic HTML5 elementsAdd ai.txt and content licensingMake content creators clearly visibleReduce document weight
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Reduce render-blocking resources
critical|medium
Fix HTML structure and meta tags
medium|low
Reduce document weight
high|low
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Fix canonical URL strategy
low|trivial
Improve server response efficiency
low|low

Top Opportunities10

Write 20-25 word self-contained answer sentences immediately after each H2 heading. 72.4% of AI-cited posts use this pattern - it gives engines a ready-made snippet to quote.

Add inline citations to external sources, "According to [Source]..." attribution phrases, and a Sources section at the end of key articles.

The same paragraphs appear on multiple pages. AI engines may only index one version and ignore the rest. Rewrite shared content so each page offers a unique perspective.

Include "our analysis", "our data", "our testing" phrases backed by original research or proprietary data. 52.2% of AI-cited posts contain owned data signals.

Add question-based headings (H2/H3) throughout your content. Use "What is...", "How does...", "Why should..." patterns that match how users query AI assistants.

Add Organization schema with consistent name, address, phone (NAP). Include sameAs links to social profiles and authoritative directories to strengthen entity recognition.

Place a concise 40-80 word answer block in the first 300 words of each page. Avoid throat-clearing openers like "In this article..." and lead with the answer.

Shorten sentences to under 25 words, use active voice in lead paragraphs, define jargon inline, and avoid hiding content behind accordions or display:none.

Show direct use, testing, implementation, or lived experience with concrete observations, examples, screenshots, and lessons learned.

Use semantic HTML5 elements (main, article, nav, header, footer, section) to give AI parsers clear content structure. Add lang attribute and ARIA labels for accessibility.

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Site Pages

testrigor.com/alternative/playwrightD51
Playwright Alternative - testRigor AI-Based Automated Testing Tool
testrigor.com/spark-testingF30
Spark Testing - testRigor AI-Based Automated Testing Tool
testrigor.com/landing/express-js-testingD48
Express JS Testing - testRigor AI-Based Automated Testing Tool
testrigor.com/certification/final-examF38
Final Exam - testRigor AI-Based Automated Testing Tool
testrigor.com/case-studiesD42
Case Studies - testRigor Test Automation Tool
testrigor.com/eventsF34
Events Page - testRigor AI-Based Automated Testing Tool
testrigor.com/blogF35
Blog - testRigor AI-Based Automated Testing Tool
Changes since v1Last audited 76 days ago
68
66
-2
View full comparison →
Add Answer Capsule PatternsPackage Evidence for AIEliminate Cross-Page Duplicate ContentAdd Owned Data SignalsRestructure Content as Q&AStrengthen Entity Authority (NAP)Add Answer-First PlacementReduce Extraction FrictionAdd First-Hand Experience SignalsImplement Semantic HTML5

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