Everything you need to win the AI answer
One question drives every feature: where does your brand stand when a customer asks an AI?
The problem
AI is answering your customers, and you can't see what it says
01
Invisible and don't know it
AI recommends your category daily. Your competitors might be on the list. You might not be.
02
SEO tools miss LLMs
Rank trackers measure Google. They can't tell you what Grok says about you.
03
Sentiment is a black box
Even when mentioned, you don't know if AI is praising you or steering people away.
04
No citation visibility
Which URLs are LLMs pulling from to describe you, or your competitors? Nobody's tracking it.
What's inside
Six ways UglyEgg makes you visible and recommended
Track where you stand, understand why, and get the briefs to improve, all across 6+ LLMs.
Visibility & Recommendation Score
A single signal for whether AI just names you, or actually points buyers your way.
- Mentioned through recommended, on one scale
- Continuously scored across every model
- Movement tracked over time
Citation Tracking
See the exact sources models lean on to describe you, and the pages winning answers in your space.
- URL-level citations, per query
- Yours and your competitors'
- Watch new pages get picked up
Sentiment Breakdown
Know how models frame you, favorably, neutrally, or away from the sale, by topic and platform.
- Positive, neutral, negative at a glance
- Segmented by topic and model
- Catch negative drift early
Topic & Keyword Intelligence
The questions your market puts to AI, ranked by demand and where you're winning or losing.
- AI-suggested topics you can shape
- Opportunity flags where demand outpaces visibility
- The keywords behind every topic
Competitor Tracking
Benchmark how you stack up against the rivals that matter, model by model.
- Visibility and share of voice, side by side
- Mention rate across every LLM
- Surface shifts as the landscape moves
Custom Queries & Full Logs
Track the prompts your buyers actually use. Every model, every response, fully logged.
- Your own queries and keyword clusters
- Full record of what was said and cited
- Metrics broken out per query
On the roadmap
Coming soon
Two features we're building next to take you from insight to action, and into your own workflow.
Citation Reverse-Engineer
Turn winning citations into a content playbook
We analyze the pages that win citations for your key topics, yours and your competitors', and reverse-engineer the patterns into a concrete brief: the structures, formats, and angles AI keeps rewarding. Stop guessing why you're not cited. Get the blueprint to fix it.
MCP Plugin
Bring UglyEgg into your AI workflow
Connect UglyEgg directly to the AI tools you already use through the Model Context Protocol. Pull your visibility, citations, and topic data into Claude, ChatGPT, and your own agents, so your AI search intelligence lives right where you work.
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How we compare
UglyEgg vs the alternatives
Most GEO tools are dashboards with preset data. UglyEgg is built for custom, citation-level intelligence.
| Feature | UglyEgg AI | Generic GEO Tools | SEO Platforms | DIY / Manual |
|---|---|---|---|---|
| Visibility score across LLMs | ✓ | ✓ | ✗ | ✗ |
| Recommendation-level metric | ✓ | ✗ | ✗ | ✗ |
| Citation-level URL tracking | ✓ | ✗ | ✗ | Partial |
| Sentiment breakdown by topic | ✓ | Partial | ✗ | ✗ |
| Custom competitor tracking | ✓ | Limited | ✓ | Manual |
| Topic & keyword opportunity flags | ✓ | ✗ | Partial | ✗ |
| Full prompt + response log | ✓ | ✗ | ✗ | Manual |
| 6+ LLMs covered | ✓ | 2–3 typically | ✗ | ✗ |
✗ = not available · Partial / Limited = available with caveats · based on publicly available information, 2026
Ready to see where you actually stand?
Start tracking how AI talks about your brand across every major LLM.