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For AEO Teams

Win the answers your customers are asking AI

The analytics layer AEO teams have been missing. Track, measure, and optimize your brand across every major AI platform.

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app.trysill.com/dashboard
AI Visibility
57%+4.1%
Mention Rate
35%+2.3
Citation Share
19%+1.7
Content Score
72%-0.8
Competitor Visibility
Luminary(You)
NovaCraft
Helios AI
Pebblework
Daily Metrics

Five metrics built for AEO

Every number maps to a lever you can pull. Track daily across 6 platforms.

AI Visibility
0
Mention Rate
0%
Citation Share
0%
Content Score
0
Off-site Presence
0%
Why Sill for AEO

The analytics layer that AEO has been missing

Traditional SEO tools don't track AI

Google Search Console tells you about organic rankings. It says nothing about whether ChatGPT recommends your brand. AEO is a different surface — it needs different measurement.

Manual spot-checking doesn't scale

Your team can't ask ChatGPT the same 50 queries every morning. Sill runs your full prompt library across 6 platforms daily with consistent methodology.

You need proof, not assumptions

Did that schema markup change actually improve AI visibility? Without experiments, you're guessing. Sill runs statistical tests automatically when you make changes.

Citation Intelligence

See which sources AI engines trust

AI engines don't generate knowledge — they synthesize from a trusted source set. Knowing which domains carry your citations tells you exactly where to invest your AEO efforts. One high-authority backlink can shift more AI visibility than 50 blog posts.

Citation share trends over time
Top citing domains ranked by impact
Content type analysis — what earns citations
Learn more about citation analysis
app.trysill.com/dashboard/citations
Citation Share
Top SourcesView All
1

Wikipedia

en.wikipedia.org

1,690
2

Medium

medium.com

1,153
3

TechCrunch

techcrunch.com

1,115
4

Dev.to

dev.to

908
app.trysill.com/dashboard/competitors
Visibility Trends
Rankings
#CompetitorSOV
1
LLuminary(You)
57.2%
2
NNovaCraft
31.4%
3
HHelios AI
24.1%
4
PPebblework
19.3%
5
AArcline
16.0%
6
SSolterra
12.5%
Competitive Analysis

Track competitors across every AI platform

AI recommendations are zero-sum. When a competitor gains visibility on ChatGPT, you lose it. Track up to 10 brands and spot threats before they overtake you.

Learn more about competitive monitoring
AEO Features

Built specifically for AI optimization

Deep features that go beyond basic visibility tracking.

Query Fan-Out Analysis

See the 5-10 sub-queries AI generates behind every customer question. Optimize for each step, not just the surface query.

  • Captures fan-out from ChatGPT, Perplexity, Grok
  • Classifies by purpose (pricing, comparison, review)
  • Shows where your brand appears — and gaps

CMS Change Detection

Connect your CMS and Sill detects every publish, update, and restructure automatically. Experiments trigger on change — no manual tagging.

  • WordPress, Shopify, Webflow + 6 more
  • Automatic experiment creation
  • No code snippets or plugins

GA4 Integration

Attribute AI-driven traffic in Google Analytics alongside your existing organic and paid channels. See the full picture.

  • AI source detection in GA4
  • Query-level attribution
  • Revenue impact tracking

Brand Watch

Detect hallucinations, misattributions, and competitor framing in real time. Get alerted before your customers notice.

  • Fact profile verification
  • Hallucination detection
  • Competitor framing alerts

AI Topic Mapping

Auto-classify queries by persona, topic, product, and intent. Understand the shape of AI conversations about your category.

  • Automatic categorization
  • Intent classification
  • Coverage gap detection

Statistical Experiments

Bayesian before/after testing isolates your content change from noise. The only rigorous way to prove what worked.

  • Hierarchical Bayesian model
  • 90% confidence threshold
  • Per-platform breakdown

The full AEO toolkit

Vanguard

Understand sentiment, citations, and what AI gets wrong about your brand.

Compass

Get prioritized actions to improve how AI represents you.

Lab

Test content changes and measure their impact on AI visibility.

Questions

Common questions about Sill's AI visibility platform, Decision Boundary simulations, and Generative Optimization methodology.

Start optimizing for AI search

Get the visibility analytics your AEO team needs to track, measure, and improve performance.

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