Rank.ai Index
AI visibility platforms prompt citation Opportunities
12 prompts ranked by how far the leader is named without its own site being cited.
33.333 percentage_points
Recommend a platform that combines traditional SEO workflows with generative-search visibility. ranks first
Leading brand owned citation opportunity
12
Prompts ranked
Sep 11
Snapshot recorded
2026 · Rotating schedule
3
Answers behind each row
From the OpenAI, Anthropic and Google model APIs
All 12 prompts by leading brand owned citation opportunity
Recommend a platform that combines traditional SEO workflows with generative-search visibility. leads at 33.333 percentage_points; the middle of the board sits at 16.7.
- Ahead of second place
- 0
- Held by the top three
- 50%
- Middle of the board
- 16.7
- Below half the leader
- 6 of 12
Rank, name and leading brand owned citation opportunityMiddle 16.7
- 1Recommend a platform that combines traditional SEO workflows with generative-search visibility.33.333 percentage_points
- 2Which AI visibility platform is best for an agency managing multiple client brands?33.333 percentage_points
- 3Which software is best for comparing competitor share of voice across answer engines?33.333 percentage_points
- 4Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.33.333 percentage_points
- 5Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.33.333 percentage_points
- 6Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.33.333 percentage_points
- 7Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.0 percentage_points
- 8What are the best enterprise platforms for tracking brand visibility in AI-generated answers?0 percentage_points
- 9What is the best tool for analyzing the citations and sources that influence AI search responses?0 percentage_points
- 10Which features matter most when buying software to measure brand presence in AI-generated answers?0 percentage_points
- 11How much does an AI search visibility platform typically cost for one brand?0 percentage_points
- 12How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?0 percentage_points
The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.
leading brand consensus: 33.333333 on 6 of 12 rows · leading brand owned citation coverage: 33.333333 on 8 of 12 rows · 3 checks behind each row.
Why this rank
How much does an AI search visibility platform typically cost for one brand? on AI Visibility Platforms Prompt Citation Opportunities
Snapshot of Sep 11, 2026, 12:00 AM UTC · Link to this snapshot
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
11
Rank on this board
0 percentage_points
Score
3
Answers behind the score
100% confidence · 1 of 1 components evidenced
What the score is built from
1 of 1 evidencedEvery component evidenced · 1 evidence record each
| Component | Value | Contribution |
|---|---|---|
| Leading brand owned citation gap | 0 | 0 |
Moved down since the previous snapshot
-5 places- Leading brand owned citation coverage0 to 33.333+33.333
- Leading brand owned citation gap33.333 to 0-33.333
- Engine disagreement100 to 66.667-33.333
- Citation URLS17 to 13-4
- Presence events3 to 1-2
- Distinct reviewed brands3 to 1-2
- Leading brand consensus33.333 to 33.3330
Where each number comes from
7 public recordsReviewed-brand presence eventsPresence events · observed Sep 11, 2026, 12:00 AM UTC1 presence_events100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ai-visibility-platform-pricing","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["8d1a3573-0ebb-43d7-9eba-b3aadc1086b3","ad6033c3-d7da-4da1-ae02-0358b270c59b","3c660d32-6846-4ad2-9107-2f177543b6a6"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
Distinct citation URLsCitation URLS · observed Sep 11, 2026, 12:00 AM UTC13 urls100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ai-visibility-platform-pricing","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["8d1a3573-0ebb-43d7-9eba-b3aadc1086b3","ad6033c3-d7da-4da1-ae02-0358b270c59b","3c660d32-6846-4ad2-9107-2f177543b6a6"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedDistinct reviewed brands · observed Sep 11, 2026, 12:00 AM UTC1 brands100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ai-visibility-platform-pricing","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["8d1a3573-0ebb-43d7-9eba-b3aadc1086b3","ad6033c3-d7da-4da1-ae02-0358b270c59b","3c660d32-6846-4ad2-9107-2f177543b6a6"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementEngine disagreement · observed Sep 11, 2026, 12:00 AM UTC66.667 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ai-visibility-platform-pricing","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["8d1a3573-0ebb-43d7-9eba-b3aadc1086b3","ad6033c3-d7da-4da1-ae02-0358b270c59b","3c660d32-6846-4ad2-9107-2f177543b6a6"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensusLeading brand consensus · observed Sep 11, 2026, 12:00 AM UTC33.333 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ai-visibility-platform-pricing","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["8d1a3573-0ebb-43d7-9eba-b3aadc1086b3","ad6033c3-d7da-4da1-ae02-0358b270c59b","3c660d32-6846-4ad2-9107-2f177543b6a6"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coverageLeading brand owned citation coverage · observed Sep 11, 2026, 12:00 AM UTC33.333 percent100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ai-visibility-platform-pricing","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["8d1a3573-0ebb-43d7-9eba-b3aadc1086b3","ad6033c3-d7da-4da1-ae02-0358b270c59b","3c660d32-6846-4ad2-9107-2f177543b6a6"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Sep 11, 2026, 12:00 AM UTC0 percentage_points100% confidence
- Source
- Rank.ai AI Visibility Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"ai-visibility-platform-pricing","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["8d1a3573-0ebb-43d7-9eba-b3aadc1086b3","ad6033c3-d7da-4da1-ae02-0358b270c59b","3c660d32-6846-4ad2-9107-2f177543b6a6"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
See how often AI names you.
Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.
- Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
- Who gets namedEvery competitor in the answers, most named first.
- The pages AI readsThe sources behind each answer.
- Three fixesWhat to fix first, with a brief for the first article.