Prompt cluster tracking
Monitor how your brand appears across strategic high-intent prompt groups.
AI Influence
Understand how large language models position your brand across high-intent prompts and competitive categories.
Readable helps growth teams track model recommendations, narrative shifts, and competitor positioning across AI systems.
AI Influence Snapshot
Brand: YourBrand.com
Category: Online Travel Booking
AI RECOMMENDATION SHARE
- Booking.com34%
- Expedia26%
- YourBrand.com14%
- TripAdvisor8%
TOP ASSOCIATED ATTRIBUTES
- affordable hotel deals
- flexible travel bookings
- last-minute travel offers
YourBrand.com appears in 14% of AI recommendations for "best travel booking sites".
Example AI Influence analysis
Track Your AI Positioning with Precision
Competitive positioning
Compare recommendation share vs competitors.
Narrative drift detection
Identify changes in how AI describes your category.
Position quality scoring
Measure clarity, authority, and recommendation strength.
How AI Influence Works
Step 1
Prompt Mapping
We map high-intent prompts relevant to your category.
Step 2
Model Monitoring
We evaluate how major LLMs position your brand vs competitors.
Step 3
Insight Reporting
You get structured reports and trend tracking.
Built for Growth and Strategy Teams
Weekly leadership reporting
Category strategy planning
Competitive intelligence
Content refinement
Operational Visibility for Weekly Execution
Use AI Influence to standardize how your team tracks recommendation quality, monitors competitor movement, and prioritizes where to improve positioning first.
AI Influence Dashboard
PROMPT CLUSTERS MONITORED
- best travel booking sites
- cheap hotel booking platforms
- last-minute travel deals
NARRATIVE SHIFT DETECTED
AI assistants increasingly describe YourBrand.com as:
"best last-minute hotel booking platform"
instead of
"discount travel aggregator"
YourBrand.com influence increased across 3 high-intent travel prompt clusters this week.
Example weekly AI Influence dashboard
See How AI Positions Your Brand.
Get a focused walkthrough of your category prompts, recommendation patterns, and competitive movement.