Rank.ai Index
AI visibility · Startup Founder 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 a startup founder with a small team selecting a practical, affordable AI visibility product. What is the best tool for analyzing the citations and sources that influence AI search responses? ranks first
Leading brand owned citation opportunity
12
Prompts ranked
Sep 9
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 a startup founder with a small team selecting a practical, affordable AI visibility product. What is the best tool for analyzing the citations and sources that influence AI search responses? leads at 66.667 percentage_points; the middle of the board sits at 33.3.
- Ahead of second place
- 0
- Held by the top three
- 50%
- Middle of the board
- 33.3
- Below half the leader
- 7 of 12
Rank, name and leading brand owned citation opportunityMiddle 33.3
- 1Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. What is the best tool for analyzing the citations and sources that influence AI search responses?66.667 percentage_points
- 2Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. Which AI visibility platform best fits this buyer's workflow, reporting, and account-management needs?66.667 percentage_points
- 3Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. What are the best platforms for tracking brand visibility in AI-generated answers?66.667 percentage_points
- 4Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. Recommend an AI visibility platform that fits this buyer's budget and operating constraints.66.667 percentage_points
- 5Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.33.333 percentage_points
- 6Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. How much does an AI search visibility platform typically cost for one brand?33.333 percentage_points
- 7Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. Recommend a platform that combines traditional SEO workflows with generative-search visibility.33.333 percentage_points
- 8Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.33.333 percentage_points
- 9Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. Which software is best for comparing competitor share of voice across answer engines?0 percentage_points
- 10Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. Which features matter most when buying software to measure brand presence in AI-generated answers?0 percentage_points
- 11Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?0 percentage_points
- 12Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. Recommend an answer-engine optimization platform with dashboards, alerts, permissions, and governance.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: 66.666667 on 6 of 12 rows · leading brand owned citation coverage: 0 on 8 of 12 rows · 3 checks behind each row.
Why this rank
Answer for a startup founder with a small team selecting a practical, affordable AI visibility product. Recommend an answer-engine optimization platform with dashboards, alerts, permissions, and governance. on AI Visibility · Startup Founder Prompt Citation Opportunities
Snapshot of Sep 9, 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.
12
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 |
Moved down since the previous snapshot
-6 places- Engine disagreement66.667 to 0-66.667
- Leading brand consensus33.333 to 0-33.333
- Leading brand owned citation gap33.333 to 0-33.333
- Presence events2 to 0-2
- Distinct reviewed brands2 to 0-2
- Citation URLS4 to 5+1
- Leading brand owned citation coverage0 to 00
Where each number comes from
7 public recordsReviewed-brand presence eventsPresence events · observed Sep 9, 2026, 12:00 AM UTC0 presence_events100% confidence
- Source
- Rank.ai AI Visibility · Startup Founder Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["6f08eaca-1114-4537-ae76-57a79022e7c9","bee95331-6cd4-4f0d-b723-c68014145047","1a0c4885-925d-40bc-b2f2-6a389cd9fbcd"],"parentSnapshotId":"8d6d0b30-49db-4900-ac3e-3af47b0946de","providerMatrixVersion":"64232fd32583"}
Distinct citation URLsCitation URLS · observed Sep 9, 2026, 12:00 AM UTC5 urls100% confidence
- Source
- Rank.ai AI Visibility · Startup Founder Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["6f08eaca-1114-4537-ae76-57a79022e7c9","bee95331-6cd4-4f0d-b723-c68014145047","1a0c4885-925d-40bc-b2f2-6a389cd9fbcd"],"parentSnapshotId":"8d6d0b30-49db-4900-ac3e-3af47b0946de","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedDistinct reviewed brands · observed Sep 9, 2026, 12:00 AM UTC0 brands100% confidence
- Source
- Rank.ai AI Visibility · Startup Founder Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["6f08eaca-1114-4537-ae76-57a79022e7c9","bee95331-6cd4-4f0d-b723-c68014145047","1a0c4885-925d-40bc-b2f2-6a389cd9fbcd"],"parentSnapshotId":"8d6d0b30-49db-4900-ac3e-3af47b0946de","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementEngine disagreement · observed Sep 9, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · Startup Founder Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["6f08eaca-1114-4537-ae76-57a79022e7c9","bee95331-6cd4-4f0d-b723-c68014145047","1a0c4885-925d-40bc-b2f2-6a389cd9fbcd"],"parentSnapshotId":"8d6d0b30-49db-4900-ac3e-3af47b0946de","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensusLeading brand consensus · observed Sep 9, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · Startup Founder Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["6f08eaca-1114-4537-ae76-57a79022e7c9","bee95331-6cd4-4f0d-b723-c68014145047","1a0c4885-925d-40bc-b2f2-6a389cd9fbcd"],"parentSnapshotId":"8d6d0b30-49db-4900-ac3e-3af47b0946de","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coverageLeading brand owned citation coverage · observed Sep 9, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Visibility · Startup Founder Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["6f08eaca-1114-4537-ae76-57a79022e7c9","bee95331-6cd4-4f0d-b723-c68014145047","1a0c4885-925d-40bc-b2f2-6a389cd9fbcd"],"parentSnapshotId":"8d6d0b30-49db-4900-ac3e-3af47b0946de","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Sep 9, 2026, 12:00 AM UTC0 percentage_points100% confidence
- Source
- Rank.ai AI Visibility · Startup Founder Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-startup-founder-2026-07-27","runArtifactIds":["6f08eaca-1114-4537-ae76-57a79022e7c9","bee95331-6cd4-4f0d-b723-c68014145047","1a0c4885-925d-40bc-b2f2-6a389cd9fbcd"],"parentSnapshotId":"8d6d0b30-49db-4900-ac3e-3af47b0946de","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.