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Rank.ai Index

AI visibility · Canada prompt citation Opportunities

12 prompts ranked by how far the leader is named without its own site being cited.
Recorded Oct 13, 2026Rotating scheduleSource: Rank.ai's prompt benchmark: fixed buying questions put to the OpenAI, Anthropic and Google model APIs, with Rank.ai's web searchHow this board is measuredCSV / JSON

33.333 percentage_points

Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Which software is best for comparing competitor share of voice across answer engines? ranks first

Leading brand owned citation opportunity

12

Prompts ranked

Oct 13

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

Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Which software is best for comparing competitor share of voice across answer engines? leads at 33.333 percentage_points; the middle of the board sits at 0.

Ahead of second place
0
Held by the top three
60%
Middle of the board
0
Below half the leader
7 of 12
Rank, name and leading brand owned citation opportunityMiddle 0
  1. 1Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Which software is best for comparing competitor share of voice across answer engines?33.333 percentage_points
  2. 2Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. What are the best enterprise platforms for tracking brand visibility in AI-generated answers?33.333 percentage_points
  3. 3Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.33.333 percentage_points
  4. 4Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.33.333 percentage_points
  5. 5Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Recommend a platform that combines traditional SEO workflows with generative-search visibility.33.333 percentage_points
  6. 6Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. What is the best tool for analyzing the citations and sources that influence AI search responses?0 percentage_points
  7. 7Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Which AI visibility platform is best for an agency managing multiple client brands?0 percentage_points
  8. 8Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.0 percentage_points
  9. 9Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. How much does an AI search visibility platform typically cost for one brand?0 percentage_points
  10. 10Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.0 percentage_points
  11. 11Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?0 percentage_points
  12. 12Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Which features matter most when buying software to measure brand presence in AI-generated answers?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 · 3 checks behind each row · 100% confidence across rows.

AI visibility · Canada prompt citation Opportunities current rankings
RankNameLeading brand owned citation opportunityPresence eventsCitation URLSDistinct reviewed brandsChangeWhy
01Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Which software is best for comparing competitor share of voice across answer engines?33.333 percentage_points4153 5ShowingRun it
02Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. What are the best enterprise platforms for tracking brand visibility in AI-generated answers?33.333 percentage_points2141 6This rankRun it
03Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.33.333 percentage_points794 This rankRun it
04Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.33.333 percentage_points5115 3This rankRun it
05Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Recommend a platform that combines traditional SEO workflows with generative-search visibility.33.333 percentage_points2112 4This rankRun it
06Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. What is the best tool for analyzing the citations and sources that influence AI search responses?0 percentage_points6125 5This rankRun it
07Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Which AI visibility platform is best for an agency managing multiple client brands?0 percentage_points10126 2This rankRun it
08Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.0 percentage_points3123 3This rankRun it
09Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. How much does an AI search visibility platform typically cost for one brand?0 percentage_points3173 7This rankRun it
10Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.0 percentage_points3113 6This rankRun it
11Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?0 percentage_points161 1This rankRun it
12Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Which features matter most when buying software to measure brand presence in AI-generated answers?0 percentage_points070 2This rankRun it

Why this rank

Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Which software is best for comparing competitor share of voice across answer engines? on AI Visibility · Canada Prompt Citation Opportunities

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 evidenced

Every component evidenced · 1 evidence record each

Components of Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Which software is best for comparing competitor share of voice across answer engines?'s score
ComponentValueContribution
Leading brand owned citation gap33.33333433.333

Moved up since the previous snapshot

+5 places
  1. Leading brand owned citation coverage66.667 to 33.333
    -33.333
  2. Leading brand owned citation gap0 to 33.333
    +33.333
  3. Citation URLS14 to 15
    +1
  4. Presence events4 to 4
    0
  5. Distinct reviewed brands3 to 3
    0
  6. Engine disagreement88.889 to 88.889
    0
  7. Leading brand consensus66.667 to 66.667
    0

Where each number comes from

7 public records
  • Reviewed-brand presence eventsPresence events · observed Oct 13, 2026, 12:00 AM UTC4 presence_events100% confidence
    Source
    Rank.ai AI Visibility · Canada Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["d6fdb7d4-8a89-4197-9b3c-dd591f4d2d6d","a86c2f7d-64c5-4ca2-9a45-c6933ef04f11","8b15270f-8af4-464e-8371-7044ee8dafe2"],"parentSnapshotId":"fa8ff5d6-620c-4cef-84d0-09018b59fad3","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Distinct citation URLsCitation URLS · observed Oct 13, 2026, 12:00 AM UTC15 urls100% confidence
    Source
    Rank.ai AI Visibility · Canada Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["d6fdb7d4-8a89-4197-9b3c-dd591f4d2d6d","a86c2f7d-64c5-4ca2-9a45-c6933ef04f11","8b15270f-8af4-464e-8371-7044ee8dafe2"],"parentSnapshotId":"fa8ff5d6-620c-4cef-84d0-09018b59fad3","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Distinct reviewed brands surfacedDistinct reviewed brands · observed Oct 13, 2026, 12:00 AM UTC3 brands100% confidence
    Source
    Rank.ai AI Visibility · Canada Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["d6fdb7d4-8a89-4197-9b3c-dd591f4d2d6d","a86c2f7d-64c5-4ca2-9a45-c6933ef04f11","8b15270f-8af4-464e-8371-7044ee8dafe2"],"parentSnapshotId":"fa8ff5d6-620c-4cef-84d0-09018b59fad3","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Cross-engine brand disagreementEngine disagreement · observed Oct 13, 2026, 12:00 AM UTC88.889 percent100% confidence
    Source
    Rank.ai AI Visibility · Canada Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["d6fdb7d4-8a89-4197-9b3c-dd591f4d2d6d","a86c2f7d-64c5-4ca2-9a45-c6933ef04f11","8b15270f-8af4-464e-8371-7044ee8dafe2"],"parentSnapshotId":"fa8ff5d6-620c-4cef-84d0-09018b59fad3","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Leading-brand engine consensusLeading brand consensus · observed Oct 13, 2026, 12:00 AM UTC66.667 percent100% confidence
    Source
    Rank.ai AI Visibility · Canada Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["d6fdb7d4-8a89-4197-9b3c-dd591f4d2d6d","a86c2f7d-64c5-4ca2-9a45-c6933ef04f11","8b15270f-8af4-464e-8371-7044ee8dafe2"],"parentSnapshotId":"fa8ff5d6-620c-4cef-84d0-09018b59fad3","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Leading-brand owned-citation coverageLeading brand owned citation coverage · observed Oct 13, 2026, 12:00 AM UTC33.333 percent100% confidence
    Source
    Rank.ai AI Visibility · Canada Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["d6fdb7d4-8a89-4197-9b3c-dd591f4d2d6d","a86c2f7d-64c5-4ca2-9a45-c6933ef04f11","8b15270f-8af4-464e-8371-7044ee8dafe2"],"parentSnapshotId":"fa8ff5d6-620c-4cef-84d0-09018b59fad3","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Oct 13, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
    Source
    Rank.ai AI Visibility · Canada Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["d6fdb7d4-8a89-4197-9b3c-dd591f4d2d6d","a86c2f7d-64c5-4ca2-9a45-c6933ef04f11","8b15270f-8af4-464e-8371-7044ee8dafe2"],"parentSnapshotId":"fa8ff5d6-620c-4cef-84d0-09018b59fad3","providerMatrixVersion":"64232fd32583"}
    Open the source
Public AI Visibility · Canada prompt leaders, engine disagreement, and citation opportunity, version 2-parent-f92023b621ec818484 observations · 1 source · quality passed
Snapshot
26fda190-5aef-407c-a3a7-0d17cbd52db0
Data hash
b9b5d7315c9d247bf5dd49df16cac915da48d55947e1de6cdf5ddf0be8d36e18
Method hash
42656f71cb4fffd565255422f55fe060adb6f771bce8b5e787e5aefedd687ae0

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.