Solutions

Eye for AI Research

Run repeatable experiments across answer engines. Compare outputs, sources, and drift over time—so you can study model behavior with evidence.

Eye works across major answer engines

Outcomes teams care about

Eye turns model behavior into visibility, citations, and concrete next steps you can validate.

Repeatable evaluations
Run the same prompt set across platforms and time windows for consistent comparisons.
Attribution through sources
Track which domains show up in citations and how retrieval changes across models.
Behavioral drift monitoring
Detect changes in narratives, sentiment, and ranking stability over time.
Exportable datasets
Pull structured results for reporting, analysis, and downstream research workflows.

What you’ll actually do in Eye

Use a small set of repeatable workflows that keep the depth while staying easy to act on.

Compare capabilities
Design a prompt suite
Capture questions, personas, and constraints—then run across selected engines.
Compare outputs side-by-side
See differences in mentions, position, and citations across platforms.
Track drift & stability
Measure how answers change across runs to understand volatility.
Inspect sources and domains
Study which domains are cited and how that correlates with recommendations.
Run Prompt Lab conversations
Iterate in a conversational flow while still capturing structured stats.
Export results
Download structured outputs for analysis or collaboration.

See the depth you get—without the clutter

Drill down from charts and tables into evidence, sources, and changes across runs.

Platform comparison
Compare outputs across engines on the same prompts for controlled evaluation.
Platform comparison
LLM mentions and outcomes
Quantify mention rates and ranking behavior across platforms.
LLM Mentions
Cited domains (variant)
Track citation dynamics across runs to understand retrieval and authority shifts.
Cited domains
Source concentration
See which sources dominate answers—and how that changes over time.
Top Sources

Ready to see how AI represents you?

Create a project, add prompts, and start measuring visibility across answer engines in minutes.