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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? AI data profile | Rank.ai

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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?

Public recommendation prompt in the Rank.ai AI Visibility · Agency Owner benchmark.

VERIFIED ENTITY DOSSIER

WHAT WE KNOW ABOUT 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?

A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.

Leaderboards: 3
Verified metrics: 7
Published observations: 7
Primary sources: 1
Current edges: 0
Counterparties: 0

LATEST BY METRIC

Verified fact matrix

100% mean confidence

Latest verified facts published for 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?
Metric	Value	As of	Evidence	Confidence
public_prompt_insightsCross-engine brand disagreement	58.33 percentderived	Jul 27, 2026	Rank.ai AI Visibility · Agency Owner Prompt Benchmark ↗Grade A	100%
public_prompt_insightsDistinct citation URLs	17 urlsmeasured	Jul 27, 2026	Rank.ai AI Visibility · Agency Owner Prompt Benchmark ↗Grade A	100%
public_prompt_insightsDistinct reviewed brands surfaced	4 brandsmeasured	Jul 27, 2026	Rank.ai AI Visibility · Agency Owner Prompt Benchmark ↗Grade A	100%
public_prompt_insightsLeading-brand engine consensus	100 percentderived	Jul 27, 2026	Rank.ai AI Visibility · Agency Owner Prompt Benchmark ↗Grade A	100%
public_prompt_insightsLeading-brand owned-citation coverage	66.67 percentderived	Jul 27, 2026	Rank.ai AI Visibility · Agency Owner Prompt Benchmark ↗Grade A	100%
public_prompt_insightsLeading-brand owned-citation opportunity	33.33 percentage_pointsderived	Jul 27, 2026	Rank.ai AI Visibility · Agency Owner Prompt Benchmark ↗Grade A	100%
public_prompt_insightsReviewed-brand presence events	7 presence_eventsmeasured	Jul 27, 2026	Rank.ai AI Visibility · Agency Owner Prompt Benchmark ↗Grade A	100%

CROSS-BOARD DOSSIER

WHERE 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? RANKS

Every currently published position, joined to its snapshot, confidence, and methodology version.

Current Rank.ai board positions for 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?
Rank	Leaderboard	Score	Movement	Confidence	As of	Method	Open explanation
#2	AI Visibility · Agency Owner Prompt Brand Leadersai-search-visibility-persona-agency-owner-prompt-brand-leaders	100	—	100%	Jul 27, 2026	v2-parent-b5955dacfab0d771	Explain →
#9	AI Visibility · Agency Owner Engine Disagreement by Promptai-search-visibility-persona-agency-owner-prompt-engine-disagreement	58.33	—	100%	Jul 27, 2026	v2-parent-b5955dacfab0d771	Explain →

Some explanation inputs are unavailable Missing: comparablePriorRanking.

Published rank: #2
Score: 100 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. Which software is best for comparing competitor share of voice across answer engines?'s rank
Component	Value	Weight	Contribution	Evidence	Status
public prompt brand presence events	7	0%	—	1	available
public prompt citation urls	17	0%	—	1

AUDITABLE DATA

WHY EACH VALUE IS HERE

7 published observations for 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?. Open a row for the source, evidence location, extraction method, and quality state.

Metric	Value	Kind	As of	Confidence	Evidence
Distinct citation URLspublic-prompt-citation-urls	17urls	measured	Jul 27, 2026	100%	View source Source Rank.ai AI Visibility · Agency Owner Prompt Benchmark Grade A Document Prompt insight: 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? Published Not specified Retrieved Jul 27, 2026 Extraction deterministic_prompt_insight · 2 Locator `{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}` Open primary evidence ↗
Cross-engine brand disagreementpublic-prompt-engine-disagreement	58.3333percent	derived	Jul 27, 2026	100%	View source Source Rank.ai AI Visibility · Agency Owner Prompt Benchmark

#6	AI Visibility · Agency Owner Prompt Citation Opportunitiesai-search-visibility-persona-agency-owner-prompt-citation-opportunity	33.33	—	100%	Jul 27, 2026	v2-parent-b5955dacfab0d771	Explain →

public prompt distinct reviewed brands	4	0%	—	1	available

public prompt engine disagreement	58.333333	0%	—	1	available

public prompt leading brand consensus	100	100%	100	1	available

public prompt leading brand owned citation coverage	66.666667	0%	—	1	available

public prompt leading brand owned citation gap	33.333333	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 UTC7 presence_events100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","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 · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"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 UTC4 brands100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"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 UTC58.333 percent100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"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 UTC100 percent100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"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 UTC66.667 percent100% confidence
Source
Rank.ai AI Visibility · Agency Owner Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"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":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗

Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage	66.6667percent	derived	Jul 27, 2026	100%	View source Source Rank.ai AI Visibility · Agency Owner Prompt Benchmark Grade A Document Prompt insight: 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? Published Not specified Retrieved Jul 27, 2026 Extraction deterministic_prompt_insight · 2 Locator `{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}` Open primary evidence ↗

Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands	4brands	measured	Jul 27, 2026	100%	View source Source Rank.ai AI Visibility · Agency Owner Prompt Benchmark Grade A Document Prompt insight: 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? Published Not specified Retrieved Jul 27, 2026 Extraction deterministic_prompt_insight · 2 Locator `{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}` Open primary evidence ↗

Leading-brand engine consensuspublic-prompt-leading-brand-consensus	100percent	derived	Jul 27, 2026	100%	View source Source Rank.ai AI Visibility · Agency Owner Prompt Benchmark Grade A Document Prompt insight: 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? Published Not specified Retrieved Jul 27, 2026 Extraction deterministic_prompt_insight · 2 Locator `{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}` Open primary evidence ↗

Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap	33.3333percentage_points	derived	Jul 27, 2026	100%	View source Source Rank.ai AI Visibility · Agency Owner Prompt Benchmark Grade A Document Prompt insight: 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? Published Not specified Retrieved Jul 27, 2026 Extraction deterministic_prompt_insight · 2 Locator `{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}` Open primary evidence ↗

Reviewed-brand presence eventspublic-prompt-brand-presence-events	7presence_events	measured	Jul 27, 2026	100%	View source Source Rank.ai AI Visibility · Agency Owner Prompt Benchmark Grade A Document Prompt insight: 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? Published Not specified Retrieved Jul 27, 2026 Extraction deterministic_prompt_insight · 2 Locator `{"promptSlug":"answer-engine-share-of-voice","corpusVersion":"ai-search-visibility-persona-agency-owner-2026-07-27","runArtifactIds":["ca1d4f98-0d80-4368-8bfc-85a93e2e25cd","45d303ba-f062-4efd-b1a3-61721c3fdd33","4ae3604f-a119-4f58-b292-b30120aba0f4"],"parentSnapshotId":"14f6e400-777b-4d49-aa4c-faadb7bff0f8","providerMatrixVersion":"64232fd32583"}` Open primary evidence ↗