Skip to main content

Platform

AEO Website Research-grade Content Content Factory About Audits Rankings Pricing

Resources

Knowledge Base Research FAQ
Audit
OverviewHow to ImproveScore BreakdownSite PagesGuides
miniloop.ai
SUMMER 2021

miniloop.ai

Moderate AI visibility with 35 of 48 criteria passing. Biggest gap: rss/atom feed.

Developer Tools & InfrastructureAI & ML Platforms
64/100
1 since v1
D
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
9/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
6/10
AI Discovery
~10% weight
6/10

Verdict

Moderate AEO readiness at 64/100 with significant gaps to address. Key strengths include llms.txt File, Schema.org Structured Data, and Q&A Content Format. Priority gaps: RSS/Atom Feed, Content Licensing & AI Permissions, and Speakable Schema.

How to Improve

Current
64/100
Projected
86/100
35Total Fixes
2Quick Wins
~58hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersAdd ai.txt and content licensing
Configure robots.txt for AI crawlers
high|trivial
Fix HTML structure and meta tags
low|low
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
medium|low
Create complete sitemap.xml
low|low

Top Opportunities10

Sections within pages contain identical or near-identical text. LLMs may flag this as low-quality or thin content, reducing citation authority. Rewrite duplicate blocks with unique angles.

Ensure blog content consistently covers your core expertise areas rather than scattering across unrelated topics. AI engines build authority models - a site about "Medicare coverage" that also publishes about humidifiers and groceries dilutes its topical authority.

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.

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.

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

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.

Include dateModified schema, visible last-updated dates, and time elements on content pages. Fresh content signals help AI engines prioritize your pages over stale alternatives.

Strengthen internal linking with descriptive anchor text between related pages. Add breadcrumb navigation and ensure every key page is reachable within 3 clicks from the homepage.

Multiple pages compete for the same topic. Consolidate overlapping pages or differentiate titles and H1 headings.

Create a dedicated FAQ page with FAQPage schema markup. Cover common questions about your products, services, and industry to become a direct answer source for AI engines.

Fix It With AI36

Your competitors are already optimizing for AI

Every day without action is traffic your site loses to AI-ready competitors. We fix that.

Fix My Score

Site Pages

www.miniloop.ai/apps/docx-to-mind-mapD46
Doc to Mind Map | Miniloop
www.miniloop.ai/apps/ai-code-explainerD46
AI Code Explainer | Miniloop
www.miniloop.ai/templates/sales-meeting-prep-briefingD43
Generate AI sales meeting briefs from your CRM and calendar | Miniloop
www.miniloop.ai/templates/weekly-metrics-dashboardD46
Generate weekly metrics reports with AI insights from multiple sources | Miniloop
www.miniloop.ai/automate-expense-tracking-for-agenciesD45
Automate Expense Tracking for Agencies | Miniloop
www.miniloop.ai/guides/find-fedex-api-credentialsD40
How to Find Your FedEx API Credentials | Step-by-Step Guide
www.miniloop.ai/guides/find-wordpress-application-passwordD40
How to Create a WordPress Application Password | Step-by-Step Guide
www.miniloop.ai/guides/find-contentful-api-tokenD40
How to Find Your Contentful API Token | Step-by-Step Guide
www.miniloop.ai/integrations/lemon-squeezyD43
Lemon Squeezy Automation | Automate Lemon Squeezy Workflows
Changes since v1Last audited 76 days ago
65
64
-1
View full comparison →
Fix Duplicate Content BlocksFocus Content on Core TopicsAdd Owned Data SignalsAdd Answer Capsule PatternsAdd First-Hand Experience SignalsAdd Answer-First PlacementAdd Content Freshness SignalsImprove Internal Linking ArchitectureResolve Content CannibalizationBuild Comprehensive FAQ Section

Improve Your Score

Guides for the criteria with the most room for improvement

Related Questions

Browse all FAQs →

Want us to improve your score?

We build citation-ready content that AI engines choose as the answer.

Let's Talk