Rank.ai Index
AI visibility · in house SEO/AEO Lead prompt citation Opportunities
12 prompts ranked by how far the leader is named without its own site being cited.
33.333 percentage_points
Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend an AI visibility platform that fits this buyer's budget and operating constraints. ranks first
Leading brand owned citation opportunity
12
Prompts ranked
Oct 16
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 an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend an AI visibility platform that fits this buyer's budget and operating constraints. leads at 33.333 percentage_points; the middle of the board sits at 33.3.
- Ahead of second place
- 0
- Held by the top three
- 43%
- Middle of the board
- 33.3
- Below half the leader
- 5 of 12
Rank, name and leading brand owned citation opportunityMiddle 33.3
- 1Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend an AI visibility platform that fits this buyer's budget and operating constraints.33.333 percentage_points
- 2Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Which software is best for comparing competitor share of voice across answer engines?33.333 percentage_points
- 3Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. How much does an AI search visibility platform typically cost for one brand?33.333 percentage_points
- 4Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. What are the best platforms for tracking brand visibility in AI-generated answers?33.333 percentage_points
- 5Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend a platform that combines traditional SEO workflows with generative-search visibility.33.333 percentage_points
- 6Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.33.333 percentage_points
- 7Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.33.333 percentage_points
- 8Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. What is the best tool for analyzing the citations and sources that influence AI search responses?0 percentage_points
- 9Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Which AI visibility platform best fits this buyer's workflow, reporting, and account-management needs?0 percentage_points
- 10Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend an answer-engine optimization platform with dashboards, alerts, permissions, and governance.0 percentage_points
- 11Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Which features matter most when buying software to measure brand presence in AI-generated answers?0 percentage_points
- 12Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. How 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 5 of 12 rows · 3 checks behind each row.
Why this rank
Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend an AI visibility platform that fits this buyer's budget and operating constraints. on AI Visibility · In-house SEO/AEO Lead Prompt Citation Opportunities
Snapshot of Oct 16, 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.
1
Rank on this board
33.333 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 | 33.333334 | 33.333 |
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 16, 2026, 12:00 AM UTC6 presence_events100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"affordable-ai-mention-monitoring","corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","6e07677c-2b76-4dc0-86c1-b2c9d11721e1"],"parentSnapshotId":"279aa88e-bdf0-4c88-8294-97e26b148d6d","providerMatrixVersion":"64232fd32583"}
Distinct citation URLsCitation URLS · observed Oct 16, 2026, 12:00 AM UTC7 urls100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"affordable-ai-mention-monitoring","corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","6e07677c-2b76-4dc0-86c1-b2c9d11721e1"],"parentSnapshotId":"279aa88e-bdf0-4c88-8294-97e26b148d6d","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedDistinct reviewed brands · observed Oct 16, 2026, 12:00 AM UTC5 brands100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"affordable-ai-mention-monitoring","corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","6e07677c-2b76-4dc0-86c1-b2c9d11721e1"],"parentSnapshotId":"279aa88e-bdf0-4c88-8294-97e26b148d6d","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementEngine disagreement · observed Oct 16, 2026, 12:00 AM UTC93.333 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"affordable-ai-mention-monitoring","corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","6e07677c-2b76-4dc0-86c1-b2c9d11721e1"],"parentSnapshotId":"279aa88e-bdf0-4c88-8294-97e26b148d6d","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensusLeading brand consensus · observed Oct 16, 2026, 12:00 AM UTC66.667 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"affordable-ai-mention-monitoring","corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","6e07677c-2b76-4dc0-86c1-b2c9d11721e1"],"parentSnapshotId":"279aa88e-bdf0-4c88-8294-97e26b148d6d","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coverageLeading brand owned citation coverage · observed Oct 16, 2026, 12:00 AM UTC33.333 percent100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"affordable-ai-mention-monitoring","corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","6e07677c-2b76-4dc0-86c1-b2c9d11721e1"],"parentSnapshotId":"279aa88e-bdf0-4c88-8294-97e26b148d6d","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Oct 16, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
- Source
- Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"affordable-ai-mention-monitoring","corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["7e2f762b-5248-4acd-8c5b-047d4b8a39ac","bf5682e0-9379-4b77-a1ca-0e73b4243217","6e07677c-2b76-4dc0-86c1-b2c9d11721e1"],"parentSnapshotId":"279aa88e-bdf0-4c88-8294-97e26b148d6d","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.