Rank.ai Index
AI visibility · Agency Owner prompt citation Opportunities
12 prompts ranked by how far the leader is named without its own site being cited.
66.667 percentage_points
Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Which AI visibility platform best fits this buyer's workflow, reporting, and account-management needs? ranks first
Leading brand owned citation opportunity
12
Prompts ranked
Oct 17
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
Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Which AI visibility platform best fits this buyer's workflow, reporting, and account-management needs? leads at 66.667 percentage_points; the middle of the board sits at 0.
- Ahead of second place
- 33.3
- Held by the top three
- 67%
- Middle of the board
- 0
- Below half the leader
- 11 of 12
Rank, name and leading brand owned citation opportunityMiddle 0
- 1Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Which AI visibility platform best fits this buyer's workflow, reporting, and account-management needs?66.667 percentage_points
- 2Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. What are the best platforms for tracking brand visibility in AI-generated answers?33.333 percentage_points
- 3Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. How much does an AI search visibility platform typically cost for one brand?33.333 percentage_points
- 4Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Recommend a platform that combines traditional SEO workflows with generative-search visibility.33.333 percentage_points
- 5Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.33.333 percentage_points
- 6Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. What is the best tool for analyzing the citations and sources that influence AI search responses?0 percentage_points
- 7Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Recommend an AI visibility platform that fits this buyer's budget and operating constraints.0 percentage_points
- 8Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Which software is best for comparing competitor share of voice across answer engines?0 percentage_points
- 9Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?0 percentage_points
- 10Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Which features matter most when buying software to measure brand presence in AI-generated answers?0 percentage_points
- 11Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Recommend an answer-engine optimization platform with dashboards, alerts, permissions, and governance.0 percentage_points
- 12Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.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 owned citation coverage: 0 on 8 of 12 rows · 3 checks behind each row · 100% confidence across rows.
Why this rank
Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Recommend an answer-engine optimization platform with dashboards, alerts, permissions, and governance. on AI Visibility · Agency Owner Prompt Citation Opportunities
Snapshot of Oct 17, 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 presence_events
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 |
Unchanged since the previous snapshot
No change in rankNo component moved since the previous snapshot.
Where each number comes from
7 public recordsReviewed-brand presence eventsPresence events · observed Oct 17, 2026, 12:00 AM UTC0 presence_events100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","ecd83e40-498c-436e-a510-d62c1fd95312"],"parentSnapshotId":"f6c5f6ae-e686-4511-a6f0-9644e95732e6","providerMatrixVersion":"64232fd32583"}
Distinct citation URLsCitation URLS · observed Oct 17, 2026, 12:00 AM UTC5 urls100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","ecd83e40-498c-436e-a510-d62c1fd95312"],"parentSnapshotId":"f6c5f6ae-e686-4511-a6f0-9644e95732e6","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedDistinct reviewed brands · observed Oct 17, 2026, 12:00 AM UTC0 brands100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","ecd83e40-498c-436e-a510-d62c1fd95312"],"parentSnapshotId":"f6c5f6ae-e686-4511-a6f0-9644e95732e6","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementEngine disagreement · observed Oct 17, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","ecd83e40-498c-436e-a510-d62c1fd95312"],"parentSnapshotId":"f6c5f6ae-e686-4511-a6f0-9644e95732e6","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensusLeading brand consensus · observed Oct 17, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","ecd83e40-498c-436e-a510-d62c1fd95312"],"parentSnapshotId":"f6c5f6ae-e686-4511-a6f0-9644e95732e6","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coverageLeading brand owned citation coverage · observed Oct 17, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","ecd83e40-498c-436e-a510-d62c1fd95312"],"parentSnapshotId":"f6c5f6ae-e686-4511-a6f0-9644e95732e6","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Oct 17, 2026, 12:00 AM UTC0 percentage_points100% confidence
- Source
- Rank.ai AI Visibility · Agency Owner Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["a0f4ac96-ce24-4ced-b48d-490e4d559ec9","ef0e9cc7-4cea-48ec-80e3-10f71981bd68","ecd83e40-498c-436e-a510-d62c1fd95312"],"parentSnapshotId":"f6c5f6ae-e686-4511-a6f0-9644e95732e6","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.