HOW VICERANK WORKS

Measured, Not Modeled

Five stages turn a website into a repeatable, evidence-based measure of AI recommendation performance — run on a recurring cadence, not a one-time report.

Sample · Illustrative
ViceScore™
78/100
High Visibility
18 points · sample trend
Sample · AI Search Visibility Over Time
AI Search Engines Tracked
CChatGPTLive
AClaudeLive
GGeminiLive
PPerplexityLive
THE FIVE STAGES

From a website to a repeatable measure of AI visibility

1
Scan
Enter your website and location. ViceRank runs a batch of real, industry-specific prompts against every tracked AI engine and records whether you’re mentioned, recommended, and what’s cited as the source — a live baseline, not a one-off snapshot.
2
Benchmark
Your visibility and recommendation rate are placed next to the competitors AI engines actually name in the same answers — not a self-selected competitor list — so you see the real gap, like "you: 8% recommended, best competitor: 64% recommended."
3
Diagnose
Every gap is traced back to a cause: a missing schema field, a menu trapped behind JavaScript, thin citation coverage, or a competitor simply better represented on the sources the model trusts. You see the prompt, the answer, and the "why," not just a score.
4
Improve
Diagnoses become a prioritized playbook — ranked by impact, effort and confidence — with an owner and a next action per task, from schema fixes your dev team can ship in under an hour to longer-term content and citation work.
5
Monitor
AI answers, citations and competitors shift as the web changes and engines update. Recurring scans track whether fixes actually moved the needle and catch new gaps — a new competitor cited, a fact gone stale — before they cost you visibility.
THE CORE UNIT OF MEASUREMENT

What Is a Prompt Portfolio?

A Prompt Portfolio is a balanced set of recommendation, comparison, product, trust, persona, local and buyer-intent prompts designed to accurately measure AI recommendation performance.

RecommendationComparisonProductTrustPersonaLocalBuyer-intent
FAQ

Common Questions

Traditional SEO measures rankings and traffic from search-result pages. ViceRank measures whether a brand is recommended, mentioned or cited inside AI-generated answers — a related but distinct discipline often called AEO or GEO.

Run Your Free AI Visibility Scan

Build your first Prompt Portfolio and see exactly where your business stands across every major AI engine.