AI Visibility & Discoverability Advisory
Helping Brands Navigate the Path From Discovery to Preference
Search is evolving from links to answers. Visibility is evolving from rankings to recommendations. Prompt & Presence helps organizations understand how they appear across AI systems and what it takes to become discoverable, understood, and preferred.
Discovery Has Changed
For decades, organizations optimized for search rankings. Today, AI systems increasingly decide which brands are referenced, recommended, and trusted.
Being found is no longer enough.
Being the answer is what matters.
The Four Dimensions of AI Visibility
01Presence
Are you there?
Can AI systems find, recognize, and reference your brand when relevant questions are asked?
02Accuracy
Are you represented correctly?
Can AI systems find complete, current, and trustworthy information about your organization?
03Visibility
How prominent are you?
When competitors appear in answers, where do you show up?
04Sentiment
How are you described?
What language and associations appear when AI discusses your brand?
Understand Where You Stand
Our AI Visibility Assessment evaluates your brand across Presence, Accuracy, Visibility, and Sentiment to identify strengths, gaps, and opportunities.
Illustrative AI Visibility Score
Overall score
Presence
Accuracy
Visibility
Sentiment
Strategic Guidance for the Age of AI
Presence Assessment
Discover whether AI systems recognize and reference your brand.
Accuracy Assessment
Improve how AI systems understand and represent your organization.
Visibility Assessment
Measure recommendation frequency, prominence, and competitive positioning.
Sentiment Assessment
Understand how your brand is described and perceived.
How We Work
Understand your current visibility.
Identify opportunities and risks.
Focus on actions that create measurable impact.
Build sustainable visibility over time.
Strategy Before Tactics
Prompt & Presence was founded on a simple belief: organizations need more than audits and optimization checklists. They need a trusted guide to help them navigate an increasingly complex discovery landscape.
Latest Insights
Insights
AI Visibility vs. Traditional SEO
Why the rules have changed and what it means for your brand.
Insights
What Makes a Brand Recommendable?
The signals that influence AI recommendations.
Insights
Measuring Presence, Accuracy, Visibility & Sentiment
A framework for understanding your brand’s visibility in the age of AI.
Prompt & Presence — Discoverable. Understood. Preferred.