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AI Visibility Platforms Prompt Brand Leaders | Rank.ai

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AI Visibility Platforms Prompt Brand Leaders

Shows the leading reviewed AI Visibility Platforms brand for every public prompt and its cross-engine consistency.

Coverage: 12 entities
Confidence: 100%
Freshness: current
Export: CSV / JSON

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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Leading-brand engine consensus

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rowsPrompt intentMinimum leader consensusMinimum disagreementDistinct reviewed brands

12of 12 rows

AI Visibility Platforms Prompt Brand Leaders current rankings
Rank	Entity	Signal	Leading-brand engine consensus	Public Prompt Brand Presence Events	Public Prompt Citation Urls	Public Prompt Distinct Reviewed Brands	Public Prompt Engine Disagreement	Confidence	N	Explain
01	Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.prompt	Leading reviewed brand: Profound	100.0%	11	17	7	71.11%	100%	3	Run this prompt Viewing why
02	Which software is best for comparing competitor share of voice across answer engines?prompt	Leading reviewed brand: HubSpot AEO	100.0%	5	16	3	44.44%	100%	3	Run this prompt Why this rank
03	What are the best enterprise platforms for tracking brand visibility in AI-generated answers?prompt	Leading reviewed brand: Otterly AI	100.0%	8	17	4	38.89%	100%	3	Run this prompt Why this rank
04	Which AI visibility platform is best for an agency managing multiple client brands?prompt	Leading reviewed brand: Otterly AI	100.0%	7	17	3	22.22%	100%	3	Run this prompt Why this rank
05	What is the best tool for analyzing the citations and sources that influence AI search responses?prompt	Leading reviewed brand: Otterly AI	66.7%	10	12	9	96.3%	100%	3	Run this prompt Why this rank
06	Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.prompt	Leading reviewed brand: Otterly AI	66.7%	4	13	3	88.89%	100%	3	Run this prompt Why this rank
07	Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.prompt	Leading reviewed brand: Evertune	66.7%	4	15	3	88.89%	100%	3	Run this prompt Why this rank
08	Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.prompt	Leading reviewed brand: Semrush	66.7%	10	22	7	85.71%	100%	3	Run this prompt Why this rank
09	Recommend a platform that combines traditional SEO workflows with generative-search visibility.prompt	Leading reviewed brand: Semrush	66.7%	6	17	4	83.33%	100%	3	Run this prompt Why this rank
10	Which features matter most when buying software to measure brand presence in AI-generated answers?prompt	Leading reviewed brand: Scrunch	33.3%	2	21	2	100%	100%	3	Run this prompt Why this rank
11	How much does an AI search visibility platform typically cost for one brand?prompt	Leading reviewed brand: Semrush	33.3%	2	16	2	66.67%	100%	3	Run this prompt Why this rank
12	How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?prompt	Leading reviewed brand: none surfaced	0.0%	0	23	0	0%	100%	3	Run this prompt Why this rank

HISTORICAL SERIES

AI Visibility Platforms Prompt Brand Leaders leader

Historical data is not available for this snapshot yet.

Primary brandPrompt intentAnswer enginePrompt contains

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Answer presence0.0%0/36 filtered answers mention or cite Rank.ai

Selected-set share0.0%Share of answer-presences among the compared brands, not market share

Owned citation answers00 answer-level URL signals on reviewed owned domains

Engine breadth0/3Engines with at least one observed presence

Filtered competitive answer-presence comparison
Brand	Presence	Vs. primary	Selected share	Mentions	Cited answers	Owned URL signals	Engine breadth
Profoundtryprofound.com	47.2%17/36	+47.2 pp	56.7%	25	6	6	3/3
Peec AIpeec.ai	19.4%7/36	+19.4 pp	23.3%	7	0	0	3/3
Scrunchscrunch.com	16.7%6/36	+16.7 pp	20.0%	5	2	2	3/3
Rank.airank.ai	0.0%0/36	BASE	0.0%	0	0	0	0/3

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

12 prompts · 36 immutable answer hashes · empty cells mean no compared brand was detected.

Brand presence by public prompt and answer engine
Public prompt	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01 What are the best enterprise platforms for tracking brand visibility in AI-generated answers?recommendation	ProfoundScrunch 6 source URLs`ffc6305a`	Profound 6 source URLs`e0ec34e0`	Profound 5 source URLs`f5e63391`
02 Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.recommendation	No selected brand 7 source URLs`befbab5b`	ProfoundPeec AI 4 source URLs`b126930b`	No selected brand 5 source URLs`b86bb7fb`
03 Which software is best for comparing competitor share of voice across answer engines?recommendation	No selected brand 6 source URLs`a9db3152`	Profound · C1 5 source URLs`49adb9c0`	No selected brand 7 source URLs`ce3a153b`
04 Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.recommendation	No selected brand 4 source URLs`0c2e515d`	No selected brand 5 source URLs`1fda3381`	ProfoundPeec AI 7 source URLs`49f9fc85`
05 What is the best tool for analyzing the citations and sources that influence AI search responses?recommendation	No selected brand 4 source URLs`a74bb150`	No selected brand 0 source URLs`95c2ac42`	ProfoundScrunchPeec AI 8 source URLs`a6fcec16`
06 Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.recommendation	ProfoundScrunch · C1 5 source URLs`17176a6c`	Profound 7 source URLs`81a40d6f`	ProfoundScrunch · C1Peec AI 6 source URLs`328a2663`
07 Which AI visibility platform is best for an agency managing multiple client brands?recommendation	ProfoundPeec AI 7 source URLs`ca928421`	Profound · C1 6 source URLs`0982ed6c`	Profound · C1 7 source URLs`1811b121`
08 Recommend a platform that combines traditional SEO workflows with generative-search visibility.recommendation	No selected brand 5 source URLs`89275d51`	Profound · C1 4 source URLs`563fce14`	ProfoundPeec AI 8 source URLs`7c04e791`
09 How much does an AI search visibility platform typically cost for one brand?commercial	No selected brand 7 source URLs`bcb24e54`	No selected brand 5 source URLs`0049acb3`	No selected brand 8 source URLs`431aeb52`
10 Which features matter most when buying software to measure brand presence in AI-generated answers?commercial	No selected brand 6 source URLs`d1e090b1`	No selected brand 7 source URLs`249b346c`	Scrunch 9 source URLs`4c998f8f`
11 Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.commercial	No selected brand 8 source URLs`31570cb8`	Profound · C1ScrunchPeec AI 7 source URLs`56c2939e`	Profound · C1 7 source URLs`98752e2e`
12 How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?commercial	No selected brand 8 source URLs`b53ba6d0`	No selected brand 9 source URLs`d466e94b`	No selected brand 6 source URLs`9e7bf7f7`

STRUCTURED CITATION LEDGER

Sources shaping this filtered view

Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.

Validated citation sources in filtered answers
Source hostname	Cited answers	Distinct URLs	Engine breadth	Best position	Evidence
reddit.com	6	6	2	#1	Open source ↗
tryprofound.com	6	3	2	#1	Open source ↗
linkedin.com	5	5	3	#1	Open source ↗
otterly.ai	4	4	3	#2	Open source ↗
slatehq.com	4	3	3	#1	Open source ↗
semrush.com	4	3	2	#2	Open source ↗
blog.hubspot.com	4	2	2	#2	Open source ↗
amplitude.com	4	1	3	#1	Open source ↗
zapier.com	3	3	2	#1	Open source ↗
omniseo.com	3	2	2	#2	Open source ↗
riffanalytics.ai	3	2	3	#5	Open source ↗
brandmentions.com	3	1	3	#1	Open source ↗
braintrust.dev	2	3	2	#1	Open source ↗
builtin.com	2	2	2	#1	Open source ↗
discoveredlabs.com	2	2	2	#1	Open source ↗
frase.io	2	2	2	#1	Open source ↗
searchable.com	2	2	2	#1	Open source ↗
therankmasters.com	2	2	2	#1	Open source ↗
yotpo.com	2	2	2	#1	Open source ↗
graph.digital	2	2	2	#2	Open source ↗

PUBLIC-BENCHMARK PRIVACY BOUNDARY

This report contains only code-reviewed public prompts, deterministic brand counts, answer hashes, and validated structured citation URLs. Full model answers are neither stored nor published here. No customer, organization, or private tracked-prompt data is included.

ai-search-visibility-platforms-2026-07-27 / 4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583

Some explanation inputs are unavailable Missing: comparablePriorRanking.

Published rank: #1
Score: 100 percent
Overall confidence: 100%
Coverage: 100%
Sample size: 3
As of: Jul 27, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

5/5 evidenced

Components contributing to Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.'s rank
Component	Value	Weight	Contribution	Evidence	Status
public prompt brand presence events	11	0%	—	1	available
public prompt citation urls	17	0%	—	1	available
public prompt distinct reviewed brands	7	0%

public prompt engine disagreement	71.111111	0%	—	1	available

public prompt leading brand consensus	100	100%	100	1	available

PRIMARY EVIDENCE

Source trail

5 public records

Reviewed-brand presence eventspublic prompt brand presence events · observed Jul 27, 2026, 12:00 AM UTC11 presence_events100% confidence
Source
Rank.ai AI Visibility Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["a19dfd6b-e77c-417f-ab82-c7d73ca9cf7a","0c515193-ecc2-467a-bce6-f545018dbe5a","45f8e2a2-1345-4512-96de-4ae436e8279b"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct citation URLspublic prompt citation urls · observed Jul 27, 2026, 12:00 AM UTC17 urls100% confidence
Source
Rank.ai AI Visibility Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["a19dfd6b-e77c-417f-ab82-c7d73ca9cf7a","0c515193-ecc2-467a-bce6-f545018dbe5a","45f8e2a2-1345-4512-96de-4ae436e8279b"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Jul 27, 2026, 12:00 AM UTC7 brands100% confidence
Source
Rank.ai AI Visibility Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["a19dfd6b-e77c-417f-ab82-c7d73ca9cf7a","0c515193-ecc2-467a-bce6-f545018dbe5a","45f8e2a2-1345-4512-96de-4ae436e8279b"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Cross-engine brand disagreementpublic prompt engine disagreement · observed Jul 27, 2026, 12:00 AM UTC71.111 percent100% confidence
Source
Rank.ai AI Visibility Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["a19dfd6b-e77c-417f-ab82-c7d73ca9cf7a","0c515193-ecc2-467a-bce6-f545018dbe5a","45f8e2a2-1345-4512-96de-4ae436e8279b"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Leading-brand engine consensuspublic prompt leading brand consensus · observed Jul 27, 2026, 12:00 AM UTC100 percent100% confidence
Source
Rank.ai AI Visibility Platforms Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["a19dfd6b-e77c-417f-ab82-c7d73ca9cf7a","0c515193-ecc2-467a-bce6-f545018dbe5a","45f8e2a2-1345-4512-96de-4ae436e8279b"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗