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AI visibility platforms

AI visibility platforms prompt brand leaders

12 prompts ranked by how many of the three model APIs name the same leader.
Recorded Sep 11, 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

66.7%

Recommend a platform that combines traditional SEO workflows with generative-search visibility. ranks first

Leading brand engine consensus

12

Prompts ranked

Sep 11

Snapshot recorded

2026 · Rotating schedule

3

Answers behind each row

From the OpenAI, Anthropic and Google model APIs

Follow changes

All 12 prompts by leading brand engine consensus

Recommend a platform that combines traditional SEO workflows with generative-search visibility. leads at 66.7%; the middle of the board sits at 33.3%.

Ahead of second place
0%
Held by the top three
38%
Middle of the board
33.3%
Below half the leader
7 of 12
Rank, name and leading brand engine consensusMiddle 33.3%
  1. 1Recommend a platform that combines traditional SEO workflows with generative-search visibility.66.7%
  2. 2Which AI visibility platform is best for an agency managing multiple client brands?66.7%
  3. 3Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.66.7%
  4. 4Which software is best for comparing competitor share of voice across answer engines?66.7%
  5. 5Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.66.7%
  6. 6Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.33.3%
  7. 7What are the best enterprise platforms for tracking brand visibility in AI-generated answers?33.3%
  8. 8Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.33.3%
  9. 9What is the best tool for analyzing the citations and sources that influence AI search responses?33.3%
  10. 10Which features matter most when buying software to measure brand presence in AI-generated answers?33.3%
  11. 11How much does an AI search visibility platform typically cost for one brand?33.3%
  12. 12How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?0.0%

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: 33.333333 on 8 of 12 rows · leading brand owned citation gap: 0 on 6 of 12 rows · 3 checks behind each row.

AI visibility platforms prompt brand leaders current rankings
RankNameLeading brand engine consensusPresence eventsCitation URLSDistinct reviewed brandsChangeWhy
01Recommend a platform that combines traditional SEO workflows with generative-search visibility.66.7%7116 6ShowingRun it
02Which AI visibility platform is best for an agency managing multiple client brands?66.7%4123 This rankRun it
03Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.66.7%8135 5This rankRun it
04Which software is best for comparing competitor share of voice across answer engines?66.7%2141 3This rankRun it
05Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.66.7%2111 2This rankRun it
06Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.33.3%6116 2This rankRun it
07What are the best enterprise platforms for tracking brand visibility in AI-generated answers?33.3%5125 2This rankRun it
08Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.33.3%2112 2This rankRun it
09What is the best tool for analyzing the citations and sources that influence AI search responses?33.3%2122 4This rankRun it
10Which features matter most when buying software to measure brand presence in AI-generated answers?33.3%2142 1This rankRun it
11How much does an AI search visibility platform typically cost for one brand?33.3%1131 1This rankRun it
12How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?0.0%0130 This rankRun it

Compare brands

One brand against up to three competitors, answer by answer

12 questions × 3 model APIs · recorded Sep 11, 2026
Run a question live
Compared 4 of 4

2.8%

of these answers name or cite Rank.ai

1 of 36 answers

9.1%

Its share of the compared brands' appearances

1

Answers citing its own site

2 links to its domains

1 of 3

Model APIs that name it

The compared brands across the filtered answers
BrandNamed or citedAgainst primaryShare of comparedMentionsAnswers citing itLinks to its siteModel APIs
Profoundtryprofound.com13.9%5 of 36+11.1 pts45.5%6442 of 3
Peec AIpeec.ai8.3%3 of 36+5.6 pts27.3%4002 of 3
Scrunchscrunch.com5.6%2 of 36+2.8 pts18.2%2222 of 3
Rank.airank.ai2.8%1 of 36Primary9.1%0121 of 3

Every answer

Which compared brands each answer names

12 questions · 36 answers · a blank cell names none of the compared brands
Compared brands named in each answer, by question and model API
QuestionOpenAIopenai/gpt-4o-miniAnthropicanthropic/claude-haiku-4-5Geminigoogle/gemini-2.5-flash
01What are the best enterprise platforms for tracking brand visibility in AI-generated answers?Recommendation
Profound, cited 1Peec AI
6 sources983f0d65
None named
0 sourcesd52d0f50
None named
6 sources6a8e2193
02Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.Recommendation
None named
5 sourcesa8ad5408
None named
0 sources864f6f8e
Rank.ai, cited 2
6 sources7232e2d0
03Which software is best for comparing competitor share of voice across answer engines?Recommendation
None named
7 sources920596a0
None named
0 sourceseba08f1f
None named
7 sourcesf7d92b39
04Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.Recommendation
None named
5 sources6cf08d7b
None named
0 sourcesea91ec06
None named
6 sourcescdb83933
05What is the best tool for analyzing the citations and sources that influence AI search responses?Recommendation
Peec AI
3 sourcesded1202c
None named
6 sourcesae70ad15
None named
3 sources8b5c01bd
06Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.Recommendation
Profound, cited 1Scrunch, cited 1
6 sources96e98dd3
None named
0 sourcesb520a8b6
Scrunch, cited 1
9 sources97fbb361
07Which AI visibility platform is best for an agency managing multiple client brands?Recommendation
None named
5 sources1fe2e876
None named
0 sources85fe9319
None named
7 sources155370b6
08Recommend a platform that combines traditional SEO workflows with generative-search visibility.Recommendation
None named
5 sources45e2cebf
None named
0 sources0647acfc
ProfoundPeec AI
6 sourcesb4f0bd53
09How much does an AI search visibility platform typically cost for one brand?Commercial comparison
None named
5 sourcesed3d1729
None named
4 sources557c8698
None named
7 sourcesd9ea17c6
10Which features matter most when buying software to measure brand presence in AI-generated answers?Commercial comparison
None named
7 sources939e6f6c
None named
0 sources14301f9b
Profound, cited 1
8 sourcesfc10396d
11Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.Commercial comparison
None named
4 sources473ab36c
None named
0 sources5377093d
Profound, cited 1
7 sources67e99281
12How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?Commercial comparison
None named
6 sources032ad514
None named
0 sourcesbdb6a89e
None named
7 sources08697cbd

Sources

The sites these answers cite

Each site is read from the cited address itself.
Sites cited in the filtered answers
SiteAnswers citing itDistinct pagesModel APIsBest position
semrush.com4412
reddit.com4322
tryprofound.com4323
conductor.com4221
linkedin.com3322
blog.hubspot.com3225
integrate.io3121
aeovision.ai2321
trysight.ai2312
hubspot.com2221
maxaeo.ai2221
quora.com2211
analyticsinsight.net2223
searchable.com2213
sitepoint.com2223
airops.com2111
rankability.com2121
scrunch.com2121
wpseoai.com2121
nicklafferty.com2113

What this report publishesThe public buying questions, the brands each answer names, the sources it cites and a fingerprint of each answer. Answer text is not published, and no customer data is in it.ai-search-visibility-platforms-2026-07-27 / 4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583

Why this rank

Recommend a platform that combines traditional SEO workflows with generative-search visibility. on AI Visibility Platforms Prompt Brand Leaders

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.

1

Rank on this board

66.667 percent

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 Recommend a platform that combines traditional SEO workflows with generative-search visibility.'s score
ComponentValueContribution
Leading brand consensus66.66666766.667

Moved up since the previous snapshot

+6 places
  1. Engine disagreement83.333 to 94.444
    +11.111
  2. Citation URLS6 to 11
    +5
  3. Presence events3 to 7
    +4
  4. Distinct reviewed brands2 to 6
    +4
  5. Leading brand consensus66.667 to 66.667
    0
  6. Leading brand owned citation coverage33.333 to 33.333
    0
  7. Leading brand owned citation gap33.333 to 33.333
    0

Where each number comes from

7 public records
  • Reviewed-brand presence eventsPresence events · observed Sep 11, 2026, 12:00 AM UTC7 presence_events100% confidence
    Source
    Rank.ai AI Visibility Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["29151e69-949c-4d62-ab06-05d1178effc5","5274d09d-92e7-4737-95c7-97accfeb9244","bcb5e1e3-843c-4a7c-bb85-24ca4700ce7a"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Distinct citation URLsCitation URLS · observed Sep 11, 2026, 12:00 AM UTC11 urls100% confidence
    Source
    Rank.ai AI Visibility Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["29151e69-949c-4d62-ab06-05d1178effc5","5274d09d-92e7-4737-95c7-97accfeb9244","bcb5e1e3-843c-4a7c-bb85-24ca4700ce7a"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Distinct reviewed brands surfacedDistinct reviewed brands · observed Sep 11, 2026, 12:00 AM UTC6 brands100% confidence
    Source
    Rank.ai AI Visibility Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["29151e69-949c-4d62-ab06-05d1178effc5","5274d09d-92e7-4737-95c7-97accfeb9244","bcb5e1e3-843c-4a7c-bb85-24ca4700ce7a"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Cross-engine brand disagreementEngine disagreement · observed Sep 11, 2026, 12:00 AM UTC94.444 percent100% confidence
    Source
    Rank.ai AI Visibility Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["29151e69-949c-4d62-ab06-05d1178effc5","5274d09d-92e7-4737-95c7-97accfeb9244","bcb5e1e3-843c-4a7c-bb85-24ca4700ce7a"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Leading-brand engine consensusLeading brand consensus · 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":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["29151e69-949c-4d62-ab06-05d1178effc5","5274d09d-92e7-4737-95c7-97accfeb9244","bcb5e1e3-843c-4a7c-bb85-24ca4700ce7a"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
    Open the source
  • 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":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["29151e69-949c-4d62-ab06-05d1178effc5","5274d09d-92e7-4737-95c7-97accfeb9244","bcb5e1e3-843c-4a7c-bb85-24ca4700ce7a"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Sep 11, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
    Source
    Rank.ai AI Visibility Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["29151e69-949c-4d62-ab06-05d1178effc5","5274d09d-92e7-4737-95c7-97accfeb9244","bcb5e1e3-843c-4a7c-bb85-24ca4700ce7a"],"parentSnapshotId":"25ba3a56-5ca9-4b7f-b4b8-099d42ce207d","providerMatrixVersion":"64232fd32583"}
    Open the source
Public AI Visibility Platforms prompt leaders, engine disagreement, and citation opportunity, version 2-parent-aeaa87829ffde37384 observations · 1 source · quality passed
Snapshot
51dfedfd-2284-4adc-b894-3b6affc24e65
Data hash
5f0aa8abf56a2ecfcfb0f1376ca75720abc0cb55c86b4594c85b1b4ddc13d26e
Method hash
418bed50af4d351b4180811e71a33b1100814d064540a3b980c5b40c01cae86d

More in AI visibility platforms

Answer engine optimization vendors ranked across a fixed, public buying corpus, with brand, prompt, engine and citation source views.

3 boards
AI visibility platform rank

Reviewed AEO and AI-search analytics vendors ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.

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.