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Ranks AI Visibility Platforms prompts where the leading reviewed brand appears across engines but its own domains are not cited.
| Rank | Entity | Signal | Leading-brand owned-citation opportunity | Public Prompt Brand Presence Events | Public Prompt Citation Urls | Public Prompt Distinct Reviewed Brands | Public Prompt Engine Disagreement | Public Prompt Leading Brand Consensus | Public Prompt Leading Brand Owned Citation Coverage | Confidence | N | Change | Trend | Explain | Compare |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 01 | Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.prompt | Leading reviewed brand: Profound | 100 percentage_points | 11 | 17 | 7 | 71.11% · 3 / 3 | 100% · 3 / 3 | 0% · 0 / 3 | 100% | 3 | — | — | Run this promptViewing why | |
| 02 | Which AI visibility platform is best for an agency managing multiple client brands?prompt | Leading reviewed brand: Otterly AI | 66.667 percentage_points | 7 | 17 | 3 | 22.22% · 3 / 3 | 100% · 3 / 3 | 33.33% · 1 / 3 | 100% | 3 | — | — | Run this promptWhy this rank | |
| 03 | Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.prompt | Leading reviewed brand: Otterly AI | 66.667 percentage_points | 4 | 13 | 3 | 88.89% · 3 / 3 | 66.67% · 2 / 3 | 0% · 0 / 3 | 100% | 3 | — | — | Run this promptWhy this rank | |
| 04 | What is the best tool for analyzing the citations and sources that influence AI search responses?prompt | Leading reviewed brand: Otterly AI | 33.333 percentage_points | 10 | 12 | 9 | 96.3% · 3 / 3 | 66.67% · 2 / 3 | 33.33% · 1 / 3 | 100% | 3 | — | — | Run this promptWhy this rank | |
| 05 | Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.prompt | Leading reviewed brand: Evertune | 33.333 percentage_points | 4 | 15 | 3 | 88.89% · 3 / 3 | 66.67% · 2 / 3 | 33.33% · 1 / 3 | 100% | 3 | — | — | Run this promptWhy this rank | |
| 06 | Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.prompt | Leading reviewed brand: Semrush | 33.333 percentage_points | 10 | 22 | 7 | 85.71% · 3 / 3 | 66.67% · 2 / 3 | 33.33% · 1 / 3 | 100% | 3 | — | — | Run this promptWhy this rank | |
| 07 | Recommend a platform that combines traditional SEO workflows with generative-search visibility.prompt | Leading reviewed brand: Semrush | 33.333 percentage_points | 6 | 17 | 4 | 83.33% · 3 / 3 | 66.67% · 2 / 3 | 33.33% · 1 / 3 | 100% | 3 | — | — | Run this promptWhy this rank | |
| 08 | Which software is best for comparing competitor share of voice across answer engines?prompt | Leading reviewed brand: HubSpot AEO | 33.333 percentage_points | 5 | 16 | 3 | 44.44% · 3 / 3 | 100% · 3 / 3 | 66.67% · 2 / 3 | 100% | 3 | — | — | Run this promptWhy this rank | |
| 09 | What are the best enterprise platforms for tracking brand visibility in AI-generated answers?prompt | Leading reviewed brand: Otterly AI | 33.333 percentage_points | 8 | 17 | 4 | 38.89% · 3 / 3 | 100% · 3 / 3 | 66.67% · 2 / 3 | 100% | 3 | — | — | Run this promptWhy this rank | |
| 10 | Which features matter most when buying software to measure brand presence in AI-generated answers?prompt | Leading reviewed brand: Scrunch | 33.333 percentage_points | 2 | 21 | 2 | 100% · 3 / 3 | 33.33% · 1 / 3 | 0% · 0 / 3 | 100% | 3 | — | — | Run this promptWhy this rank | |
| 11 | How much does an AI search visibility platform typically cost for one brand?prompt | Leading reviewed brand: Semrush | 33.333 percentage_points | 2 | 16 | 2 | 66.67% · 3 / 3 | 33.33% · 1 / 3 | 0% · 0 / 3 | 100% | 3 | — | — | Run this promptWhy this rank | |
| 12 | How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?prompt | Leading reviewed brand: none surfaced | 0 percentage_points | 0 | 23 | 0 | 0% · 3 / 3 | 0% · 0 / 3 | 0% · 0 / 3 | 100% | 3 | — | — | Run this promptWhy this rank |
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 11 | 0% | — | 1 | available |
| public prompt citation urls | 17 | 0% | — | 1 | available |
| public prompt distinct reviewed brands |
| 7 |
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 71.111111 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 100 | 0% | — | 1 | available |
|---|
| public prompt leading brand owned citation coverage | 0 | 0% | — | 1 | available |
|---|
| public prompt leading brand owned citation gap | 100 | 100% | 100 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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