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Platform · Visibility Tracking

Every answer. Every model. Every day.

AEOgent asks your buyers' questions across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews, then scores every answer for visibility, position, and sentiment.

app.aeogent.ai · hoka workspace tracking live
Hoka · visibility up 22.2 pts this month
“best running shoes” · 48 prompts · All models
Visibility
74.2%
Sentiment
79
Position
#2
35557595Jun 20Jun 29Jul 9Jul 18
Jul 18
Nike75.4%
Hoka74.2%
Adidas58.6%
On53.8%
Brooks36.2%
Category ranking · running shoes
1Nike75.4% ↘ 2.682#1 ↘ 0.2
2Hoka74.2% ↗ 22.279#2 ↘ 1
3Adidas58.6% ↘ 2.477#2.8 ↗ 0.6
4On53.8% ↗ 9.871#4
5Brooks36.2% ↘ 1.867#5 ↗ 0.1

How the score is built.

Consumer-grade collection.

Consumer-default models, web search on, your market passed as the location. AEOgent measures what a logged-out buyer sees, not what a raw API call returns.

Sampled, not cherry-picked.

AI answers are stochastic, so every prompt runs up to five times per model, daily, and metrics average across samples. One lucky answer never moves your chart.

Position-weighted scoring.

Being the answer is worth more than being a footnote. A first mention weighs 1.0, a trailing one half. Visibility reflects where you land, not just whether you appear.

Sentiment, per mention.

Recommended, listed, compared, or criticized: an LLM judge scores stance and warmth for every mention, and its version is stamped on every run.

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Five minutes to set up. First answers within the hour. The models are already talking about your category, with or without you.

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