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AI Visibility Platforms — In-house SEO/AEO Lead

AI visibility vendors measured across a disclosed buying corpus written for an in-house SEO and answer-engine optimization lead.

Cohort coverage
14 / 14 · 100%
0 entities missing
Evidence
196 observations
1 source · 100% confidence
Freshness
current
Jul 27, 2026, 12:00 AM UTC · daily
Pipeline health
Refresh healthy
Last good Jul 27, 11:26 PM UTC · next Jul 28, 11:26 PM UTC
Export
CSV / JSON
Saved views & sharingPresets, bookmark link, share card, and change feedOpen tools
Leaderboard

Current rankings

Metric: Recommendation-prompt presence
AI Visibility Platforms — In-house SEO/AEO Lead current rankings
RankEntitySignalRecommendation-prompt presenceMention coverageMention shareCitation shareEngine breadthOpenAI rec. presenceOpenAI coverageConfidenceNChangeTrendExplain
01Profoundcompany83.3%72.22% · 26 / 3630.59% · 26 / 8540% · 18 / 45375% · 6 / 875% · 9 / 12100%24Analyze brandWhy this rank
02Semrushcompany50.0%41.67% · 15 / 3617.65% · 15 / 8515.56% · 7 / 45337.5% · 3 / 833.33% · 4 / 12100%24Analyze brandWhy this rank
03HubSpot AEOcompany41.7%36.11% · 13 / 3615.29% · 13 / 8522.22% · 10 / 45337.5% · 3 / 833.33% · 4 / 12100%24Analyze brandViewing why
04Otterly AIcompany25.0%25% · 9 / 3610.59% · 9 / 854.44% · 2 / 45337.5% · 3 / 841.67% · 5 / 12100%24Analyze brandWhy this rank
05Conductorcompany25.0%22.22% · 8 / 369.41% · 8 / 858.89% · 4 / 45337.5% · 3 / 825% · 3 / 12100%24Analyze brandWhy this rank
06Scrunchcompany20.8%13.89% · 5 / 365.88% · 5 / 852.22% · 1 / 45325% · 2 / 816.67% · 2 / 12100%24Analyze brandWhy this rank
07Rankscalecompany8.3%5.56% · 2 / 362.35% · 2 / 850% · 0 / 45212.5% · 1 / 88.33% · 1 / 12100%24Analyze brandWhy this rank
08Peec AIcompany8.3%5.56% · 2 / 362.35% · 2 / 850% · 0 / 4510% · 0 / 80% · 0 / 12100%24Analyze brandWhy this rank
09AthenaHQcompany4.2%5.56% · 2 / 362.35% · 2 / 852.22% · 1 / 45212.5% · 1 / 88.33% · 1 / 12100%24Analyze brandWhy this rank
10Goodiecompany4.2%2.78% · 1 / 361.18% · 1 / 852.22% · 1 / 45112.5% · 1 / 88.33% · 1 / 12100%24Analyze brandWhy this rank
11Writesoniccompany4.2%2.78% · 1 / 361.18% · 1 / 852.22% · 1 / 4510% · 0 / 80% · 0 / 12100%24Analyze brandWhy this rank
12Evertunecompany4.2%2.78% · 1 / 361.18% · 1 / 850% · 0 / 45112.5% · 1 / 88.33% · 1 / 12100%24Analyze brandWhy this rank
13Bluefish AIcompany0.0%0% · 0 / 360% · 0 / 850% · 0 / 4500% · 0 / 80% · 0 / 12100%24Analyze brandWhy this rank
14Rank.aicompany0.0%0% · 0 / 360% · 0 / 850% · 0 / 4500% · 0 / 80% · 0 / 12100%24Analyze brandWhy this rank
WHY THIS RANK / VERIFIED SNAPSHOT

HubSpot AEO

Ranks a reviewed AI Visibility · In-house SEO/AEO Lead brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.

Some explanation inputs are unavailable Missing: comparablePriorRanking.

Published rank
#3
Score
41.667 percent
Overall confidence
100%
Coverage
100%
Sample size
24
As of
Jul 27, 2026, 12:00 AM UTC
SCORE CONSTRUCTION

Component ledger

14/14 evidenced
Components contributing to HubSpot AEO's rank
ComponentValueWeightContributionEvidenceStatus
public prompt anthropic brand citation share250%1available
public prompt anthropic brand mention coverage33.3333330%1available
public prompt anthropic brand recommendation presence37.50%1available
public prompt brand citation share22.2222220%1available
public prompt brand engine breadth30%1available
public prompt brand mention coverage36.1111110%1available
public prompt brand mention share15.2941180%1available
public prompt brand recommendation presence41.666667100%41.6671available
public prompt gemini brand citation share250%1available
public prompt gemini brand mention coverage41.6666670%1available
public prompt gemini brand recommendation presence500%1available
public prompt openai brand citation share17.6470590%1available
public prompt openai brand mention coverage33.3333330%1available
public prompt openai brand recommendation presence37.50%1available
WHY IT MOVED

new since prior snapshot

No rank delta

no_prior_published_snapshot

No comparable component drivers were published.

PRIMARY EVIDENCE

Source trail

14 public records
  • Anthropic citation sharepublic prompt anthropic brand citation share · observed Jul 27, 2026, 12:00 AM UTC25 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Jul 27, 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
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC37.5 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Citation sharepublic prompt brand citation share · observed Jul 27, 2026, 12:00 AM UTC22.222 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Engine breadthpublic prompt brand engine breadth · observed Jul 27, 2026, 12:00 AM UTC3 engines100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Mention coveragepublic prompt brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC36.111 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Reviewed-brand presence sharepublic prompt brand mention share · observed Jul 27, 2026, 12:00 AM UTC15.294 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Recommendation-prompt presencepublic prompt brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC41.667 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini citation sharepublic prompt gemini brand citation share · observed Jul 27, 2026, 12:00 AM UTC25 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini mention coveragepublic prompt gemini brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC41.667 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC50 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI citation sharepublic prompt openai brand citation share · observed Jul 27, 2026, 12:00 AM UTC17.647 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI mention coveragepublic prompt openai brand mention coverage · observed Jul 27, 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
    {"corpusVersion":"ai-search-visibility-persona-in-house-seo-aeo-lead-2026-07-27","runArtifactIds":["c139cf2c-8545-4f43-847f-be8b00f43732","ca7c0101-3cff-4d27-93f9-c89069c5760c","17d73bcc-2155-4a38-83ce-8d417e3936b8","9282a972-7603-477d-8983-215a5e498b1f","116f5f1b-8249-4912-baa3-e855cd7c212d","90493b30-7c85-4ec6-ac16-0f2bff5dec54","92497a88-1a05-4de3-9f70-239b8fbaacee","87c2e4a0-8426-4bcb-bdd9-c50c187eda00","8ad392b6-6d61-4666-98f6-5d2cabc87e65","9c16177c-0b31-4168-a317-e0430bf0a7ac","44244e56-70cc-4893-a838-b6f26e5b6f19","b8116012-c9d0-48a1-a184-719ab0c8cc9d","a3bf9d6b-9431-49e2-8931-e8818bb8ca4f","39ba2b61-0950-418f-9355-37ffb0fac2c7","a81e3a51-a393-4884-b433-8cb1c67836be","5bae7f0e-69b5-4a83-8db9-88a7e49910f5","529c3231-066e-4255-9bd4-d517adbb0e8f","d02025fe-dbfa-4d84-bb3b-ab86265bb6b3","acdbc49b-1353-4511-b57d-496471e4ea15","bdcf851f-0c10-4cb7-a0a4-1534f1e017a9","e03ff26a-9da5-4239-b11c-b2aca216d76d","f3358417-51c5-4617-b714-2fcede4ddcae","ce2807e1-05a3-42bc-9e0b-16be9d518fa1","38ad8274-394b-4189-8d75-997ab00d4778","928cccb8-352e-4362-851d-3e896e2002c9","97e93032-6937-4772-8190-c1dcaea94c51","7cc77023-fe60-4b7e-9c68-6ca1078b7250","d08281f6-084b-4207-9cb8-17287496e0d2","86500188-21aa-4296-92d6-1867ac1f4b05","30845165-afec-4f74-9b2b-46a769476d64","00760f79-2541-4334-b9db-06525553ca15","8ad8f5f4-712b-4159-932d-d20510e03bf3","ff648200-b307-40b0-aac2-17f03506e8bb","a7d0c4a6-b6b8-4f55-b522-4b616e87555d","df6f526e-5c09-45d4-a1b1-1e7da44093d1","f9c0abfb-68d2-4c88-9fe8-ddc0eef855f3"],"benchmarkVersion":"4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC37.5 percent100% confidence
    Source
    Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
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    Open primary evidence ↗
REPRODUCIBILITYPublic AI Visibility · In-house SEO/AEO Lead brand benchmark · v4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619196 observations · 1 sources · passed quality
Snapshot
becb35a9-f3da-42ec-a503-1eb5dd5928bd
Data hash
1b588d5d4a60765358afb5dc36b16301b08523e5b25b0b8c16035fea6170c3cf
Method hash
2b9fdecc6cec5e2d304cf54150c1e3932920a8c9e83b338105560b3b0065e2ee