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freestyle.sh
SUMMER 2024

freestyle.sh

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

Developer Tools & InfrastructureDeveloper Platforms
62/100
12 since v1
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
7/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
7/10

Verdict

Moderate AEO readiness at 62/100 with significant gaps to address. Key strengths include llms.txt File, Schema.org Structured Data, and Content Freshness Signals. Priority gaps: RSS/Atom Feed, Content Licensing & AI Permissions, and Speakable Schema.

How to Improve

Current
62/100
Projected
85/100
33Total Fixes
6Quick Wins
~49hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersBuild FAQ sections with schemaLink orphan pages into site navigationAdd definition-style contentAdd ai.txt and content licensingClarify entity boundaries
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
Create complete sitemap.xml
low|low
Improve server response efficiency
medium|low

Top Opportunities10

Publish original research, statistics, case studies, or proprietary data that AI engines can cite. Unique data points make your content a primary source rather than a derivative one.

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.

Add specific numbers, percentages, statistics, and data points throughout your content. Fact-dense content gives AI engines concrete data to cite rather than vague claims.

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.

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.

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

Define the primary entity in the first 500 characters, use consistent terminology (same term 70%+), and add "unlike X" signals to help AI engines distinguish your topics.

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

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Site Pages

www.freestyle.sh/compare/daytonaD44
Freestyle vs Daytona
www.freestyle.sh/products/gitF37
Freestyle Git - Git Filesystems for AI Agents
www.freestyle.sh/products/runsD44
Freestyle Runs - Code Execution for AI Agents
www.freestyle.sh/changelogF39
Changelog - Freestyle
www.freestyle.sh/blogF34
Blog - Freestyle
Changes since v1Last audited 75 days ago
50
62
+12
View full comparison →
Add Original Data & Case StudiesImprove Internal Linking ArchitectureIncrease Fact & Data DensityAdd Answer Capsule PatternsAdd First-Hand Experience SignalsBuild Comprehensive FAQ SectionAdd Owned Data SignalsStrengthen Entity Authority (NAP)Add Entity DisambiguationPackage Evidence for AI

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