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
datafruit.dev
SUMMER 2025

datafruit.dev

Weak AI visibility with 21 of 48 criteria passing. Biggest gap: llms.txt file.

41/100
2 since v1
F
Citation Avg
Coherence gate active - score capped at 60
Answer Readiness
~40% weight
5/10
Content Structure
~25% weight
4/10
Trust & Authority
~15% weight
3/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
2/10

Verdict

Critical AEO gaps at 41/100 - datafruit.dev is largely invisible to AI engines. Key strengths include Duplicate Content Blocks, Entity Density, and Sentence Atomicity. Priority gaps: llms.txt File, Schema.org Structured Data, and Q&A Content Format. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.

#9840of 13363
View full rankings →
View improvement plan

How to Improve

Current
41/100
Projected
76/100
44Total Fixes
12Quick Wins
~101hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersImprove internal linking architectureAdd ai.txt and content licensingIncrease fact and data densityFix canonical URL strategyImprove query-answer alignmentAdd visible date signalsFocus blog content on core expertiseMake content creators clearly visibleImprove citation-ready writing qualityEliminate cross-page duplicate content
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Create complete sitemap.xml
critical|medium
Configure robots.txt for AI crawlers
critical|low
Fix canonical URL strategy
critical|low
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
low|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.

Expand articles to 1000+ words with structured H2/H3 sections, comparison tables, and expert analysis. Thin content (under 300 words) is rarely cited by AI engines. Deep, well-structured articles demonstrate expertise.

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.

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

Write concise, standalone answer paragraphs (2-3 sentences) immediately after question headings. These "snippet-ready" paragraphs are ideal for AI engine citations.

Use HTML tables for comparison data and ordered/unordered lists for features, steps, and specifications. Structured data formats are directly extractable by AI engines for answers.

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

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.

Fix It With AI45

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.datafruit.aiF34
Datafruit - The AI workspace for software implementations
Changes since v1Last audited 52 days ago
43
41
-2
View full comparison →
Add Original Data & Case StudiesIncrease Content DepthFocus Content on Core TopicsRestructure Content as Q&AAdd Direct Answer ParagraphsAdd Structured Tables & ListsAdd Answer Capsule PatternsIncrease Fact & Data DensityAdd Owned Data SignalsStrengthen Entity Authority (NAP)

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