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AI Visibility · Agency Owner Engine Disagreement by Prompt | Rank.ai

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AI Visibility · Agency Owner Engine Disagreement by Prompt

Ranks AI Visibility · Agency Owner prompts by how differently the configured engines surface the reviewed brand universe.

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

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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Cross-engine brand disagreement

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rowsPrompt intentMinimum leader consensusMinimum disagreementDistinct reviewed brandsMinimum citation opportunity

12of 12 rows

AI Visibility · Agency Owner Engine Disagreement by Prompt current rankings
Rank	Entity	Signal	Cross-engine brand disagreement	Public Prompt Brand Presence Events	Public Prompt Citation Urls	Public Prompt Distinct Reviewed Brands	Public Prompt Leading Brand Consensus	Public Prompt Leading Brand Owned Citation Coverage	Public Prompt Leading Brand Owned Citation Gap	Confidence	N	Change	Trend	Explain
01	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.prompt	Leading reviewed brand: Evertune	100.0%	5	15	5	33.33%	0%	33.3	100%	3	—	—	Run this prompt Why this rank
02	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. What is the best tool for analyzing the citations and sources that influence AI search responses?prompt	Leading reviewed brand: Profound	100.0%	4	19	4	33.33%	0%	33.3	100%	3	—	—	Run this prompt Why this rank
03	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. How much does an AI search visibility platform typically cost for one brand?prompt	Leading reviewed brand: Otterly AI	100.0%	3	17	3	33.33%	33.33%	0	100%	3	—	—	Run this prompt Why this rank
04	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Recommend an answer-engine optimization platform with dashboards, alerts, permissions, and governance.prompt	Leading reviewed brand: Conductor	83.3%	3	7	2	66.67%	33.33%	33.3	100%	3	—	—	Run this prompt Viewing why
05	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Recommend a platform that combines traditional SEO workflows with generative-search visibility.prompt	Leading reviewed brand: Semrush	75.0%	6	18	4	66.67%	0%	66.7	100%	3	—	—	Run this prompt Why this rank
06	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?prompt	Leading reviewed brand: Profound	66.7%	2	14	2	33.33%	0%	33.3	100%	3	—	—	Run this prompt Why this rank
07	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Which features matter most when buying software to measure brand presence in AI-generated answers?prompt	Leading reviewed brand: Profound	66.7%	1	22	1	33.33%	33.33%	0	100%	3	—	—	Run this prompt Why this rank
08	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.prompt	Leading reviewed brand: Semrush	61.7%	9	18	5	100%	0%	100	100%	3	—	—	Run this prompt Why this rank
09	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Which software is best for comparing competitor share of voice across answer engines?prompt	Leading reviewed brand: HubSpot AEO	58.3%	7	17	4	100%	66.67%	33.3	100%	3	—	—	Run this prompt Why this rank
10	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Recommend an AI visibility platform that fits this buyer's budget and operating constraints.prompt	Leading reviewed brand: Otterly AI	55.6%	8	14	4	100%	33.33%	66.7	100%	3	—	—	Run this prompt Why this rank
11	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. What are the best platforms for tracking brand visibility in AI-generated answers?prompt	Leading reviewed brand: Semrush	55.6%	8	11	4	100%	0%	100	100%	3	—	—	Run this prompt Why this rank
12	Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Which AI visibility platform best fits this buyer's workflow, reporting, and account-management needs?prompt	Leading reviewed brand: Profound	33.3%	5	12	2	100%	100%	0	100%	3	—	—	Run this prompt Why this rank

Some explanation inputs are unavailable Missing: comparablePriorRanking.

Published rank: #4
Score: 83.333 percent
Overall confidence: 100%
Coverage: 100%
Sample size: 3
As of: Jul 27, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/7 evidenced

Components contributing to Answer for the owner of a marketing agency selecting software to manage reporting and optimization for multiple client brands. Recommend an answer-engine optimization platform with dashboards, alerts, permissions, and governance.'s rank
Component	Value	Weight	Contribution	Evidence	Status
public prompt brand presence events	3	0%	—	1	available
public prompt citation urls	7	0%

public prompt distinct reviewed brands	2	0%	—	1	available

public prompt engine disagreement	83.333333	100%	83.333	1	available

public prompt leading brand consensus	66.666667	0%	—	1	available

public prompt leading brand owned citation coverage	33.333333	0%	—	1	available

public prompt leading brand owned citation gap	33.333334	0%	—	1	available

PRIMARY EVIDENCE

Source trail

7 public records

Reviewed-brand presence eventspublic prompt brand presence events · observed Jul 27, 2026, 12:00 AM UTC3 presence_events100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["16c87ab8-23a2-4aa6-bc5f-42e6610d6c03","60f0d6c7-cfaa-4be5-bae8-27037706a0b9","f503bb0e-4e02-45bf-995e-58026c7cb002"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct citation URLspublic prompt citation urls · observed Jul 27, 2026, 12:00 AM UTC7 urls100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["16c87ab8-23a2-4aa6-bc5f-42e6610d6c03","60f0d6c7-cfaa-4be5-bae8-27037706a0b9","f503bb0e-4e02-45bf-995e-58026c7cb002"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Jul 27, 2026, 12:00 AM UTC2 brands100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["16c87ab8-23a2-4aa6-bc5f-42e6610d6c03","60f0d6c7-cfaa-4be5-bae8-27037706a0b9","f503bb0e-4e02-45bf-995e-58026c7cb002"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Cross-engine brand disagreementpublic prompt engine disagreement · observed Jul 27, 2026, 12:00 AM UTC83.333 percent100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["16c87ab8-23a2-4aa6-bc5f-42e6610d6c03","60f0d6c7-cfaa-4be5-bae8-27037706a0b9","f503bb0e-4e02-45bf-995e-58026c7cb002"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Leading-brand engine consensuspublic prompt leading brand consensus · observed Jul 27, 2026, 12:00 AM UTC66.667 percent100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["16c87ab8-23a2-4aa6-bc5f-42e6610d6c03","60f0d6c7-cfaa-4be5-bae8-27037706a0b9","f503bb0e-4e02-45bf-995e-58026c7cb002"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Jul 27, 2026, 12:00 AM UTC33.333 percent100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["16c87ab8-23a2-4aa6-bc5f-42e6610d6c03","60f0d6c7-cfaa-4be5-bae8-27037706a0b9","f503bb0e-4e02-45bf-995e-58026c7cb002"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Jul 27, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["16c87ab8-23a2-4aa6-bc5f-42e6610d6c03","60f0d6c7-cfaa-4be5-bae8-27037706a0b9","f503bb0e-4e02-45bf-995e-58026c7cb002"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗