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
societies.io
WINTER 2025

societies.io

Moderate AI visibility with 30 of 48 criteria passing. Biggest gap: rss/atom feed.

Developer Tools & InfrastructureAI & ML Platforms
62/100
16 since v1
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
9/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
5/10

Verdict

Moderate AEO readiness at 62/100 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 Canonical URL Strategy.

How to Improve

Current
62/100
Projected
85/100
35Total Fixes
8Quick Wins
~64hEst. Effort
Quick Wins
Link orphan pages into site navigationAdd ai.txt and content licensingFix canonical URL strategyAdd visible date signalsImprove citation-ready writing qualityAdd answer-first content placementClarify entity boundariesReduce extraction friction
Fix HTML structure and meta tags
medium|low
Fix canonical URL strategy
critical|low
Add internationalization signals
critical|medium
Reduce render-blocking resources
medium|low
Create complete sitemap.xml
low|low
Improve server response efficiency
medium|low
Reduce document weight
low|low

Top Opportunities10

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.

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.

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.

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.

Write self-contained definition sentences and single-claim statements that AI engines can quote directly. Avoid pronouns like "this" or "that" at the start of answer paragraphs.

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.

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

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.

Fix It With AI38

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

societies.io/dpaF39
Artificial Societies
societies.io/what-are-artificial-societiesD40
Artificial Societies
societies.io/how-artificial-societies-are-builtF38
Artificial Societies
societies.io/advertising-testing-with-aiF38
Artificial Societies
societies.io/audience-simulation-vs-focus-groupsF39
Artificial Societies
societies.io/stakeholder-mappingF37
Artificial Societies
societies.io/publicationsD43
Artificial Societies
societies.io/case-studies/teneoF37
Artificial Societies
Changes since v1Last audited 76 days ago
46
62
+16
View full comparison →
Increase Content DepthAdd Answer Capsule PatternsPackage Evidence for AIAdd Content Freshness SignalsAdd Answer-First PlacementImprove Citation-Ready WritingImprove Internal Linking ArchitectureAdd First-Hand Experience SignalsStrengthen Entity Authority (NAP)Add Entity Disambiguation

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