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AI Visibility · United States Engine Disagreement by Prompt

12 promptschecked Sep 2, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

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In front today

Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. How much does an AI search visibility platform typically cost for one brand?

100.0%cross engine brand disagreement

Ahead of second place: 0%
Held by the top three: 32%
Middle of the board: 85%
Below half the leader: 1 of 12

Highest 100.0%Middle 85%

leading brand consensus: 33.333333 on 6 of 12 rows · leading brand owned citation coverage: 33.333333 on 6 of 12 rows · 3 checks behind each row.

AI visibility · United states engine disagreement by prompt current rankings
Rank	Name	Cross engine brand disagreement	Presence events	Citation URLS	Distinct reviewed brands	Change	Why
01	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. How much does an AI search visibility platform typically cost for one brand?	100.0%	4	11	4	6	This rank Run it
02	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.	100.0%	3	11	3	4	This rank Run it
03	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. Recommend a platform that combines traditional SEO workflows with generative-search visibility.	100.0%	2	8	2	8	This rank Run it
04	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. Which AI visibility platform is best for an agency managing multiple client brands?	88.9%	4	11	3	6	This rank Run it
05	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. What are the best enterprise platforms for tracking brand visibility in AI-generated answers?	88.9%	4	13	3	3	This rank Run it
06	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.	86.7%	7	8	5	1	This rank Run it
07	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. Which software is best for comparing competitor share of voice across answer engines?	83.3%	3	13	2	5	This rank Run it
08	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.	83.3%	3	11	2	1	This rank Run it
09	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.	66.7%	2	10	2	5	This rank Run it
10	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. What is the best tool for analyzing the citations and sources that influence AI search responses?	66.7%	2	10	2	8	Showing Run it
11	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. Which features matter most when buying software to measure brand presence in AI-generated answers?	66.7%	2	15	2	8	This rank Run it
12	Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?	0.0%	0	6	0	11	This rank Run it

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Plain textAI Visibility · United States Engine Disagreement by Prompt. Rank.ai, data as of September 2, 2026. https://www.rank.ai/boards/ai-search-visibility-region-united-states-prompt-engine-disagreement
HTML<a href="https://www.rank.ai/boards/ai-search-visibility-region-united-states-prompt-engine-disagreement">AI Visibility · United States Engine Disagreement by Prompt</a> — Rank.ai, data as of September 2, 2026
Markdown[AI Visibility · United States Engine Disagreement by Prompt](https://www.rank.ai/boards/ai-search-visibility-region-united-states-prompt-engine-disagreement) — Rank.ai, data as of September 2, 2026
APARank.ai. (2026). AI Visibility · United States Engine Disagreement by Prompt. Retrieved September 11, 2026, from https://www.rank.ai/boards/ai-search-visibility-region-united-states-prompt-engine-disagreement

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<iframe src="https://www.rank.ai/embed/boards/ai-search-visibility-region-united-states-prompt-engine-disagreement" title="AI Visibility · United States Engine Disagreement by Prompt" width="100%" height="420" loading="lazy" style="border:1px solid #111;max-width:720px"></iframe>
<p style="font-size:12px">Source: <a href="https://www.rank.ai/boards/ai-search-visibility-region-united-states-prompt-engine-disagreement">AI Visibility · United States Engine Disagreement by Prompt</a> by Rank.ai</p>

Published rank: #10
Score: 66.667 percent
Sample size: 3

100% confidence · 100% component coverage · as of Sep 2, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/7 evidenced

All components available · 1 evidence record each

Components contributing to Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. What is the best tool for analyzing the citations and sources that influence AI search responses?'s rank
Component	Value	Weight	Contribution
public prompt brand presence events	2	0%	—
public prompt citation urls	10	0%	—
public prompt distinct reviewed brands	2	0%	—
public prompt engine disagreement	66.666667	100%	66.667
public prompt leading brand consensus	33.333333	0%	—
public prompt leading brand owned citation coverage	33.333333	0%	—
public prompt leading brand owned citation gap	0	0%	—

WHY IT MOVED

down since prior snapshot

-8 ranks

public prompt leading brand owned citation coverage0 → 33.333
+33.333
public prompt leading brand owned citation gap33.333 → 0
-33.333
public prompt engine disagreement100 → 66.667
-33.333
public prompt citation urls11 → 10
-1
public prompt brand presence events2 → 2
0
public prompt distinct reviewed brands2 → 2
0
public prompt leading brand consensus33.333 → 33.333
0

PRIMARY EVIDENCE

Source trail

7 public records

Reviewed-brand presence eventspublic prompt brand presence events · observed Sep 2, 2026, 12:00 AM UTC2 presence_events100% confidence
Source
Rank.ai AI Visibility · United States Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"ai-answer-citation-analysis","corpusVersion":"ai-search-visibility-region-united-states-2026-07-27","runArtifactIds":["0f66e554-d1cf-41fc-90e3-485087bfb84d","a374cc7b-0553-4c9c-a783-6315020c7855","5ddbb493-e3c9-47af-9f26-8da1bf8c619b"],"parentSnapshotId":"56d9c366-0f06-4221-a11d-ac5831a154c2","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct citation URLspublic prompt citation urls · observed Sep 2, 2026, 12:00 AM UTC10 urls100% confidence
Source
Rank.ai AI Visibility · United States Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"ai-answer-citation-analysis","corpusVersion":"ai-search-visibility-region-united-states-2026-07-27","runArtifactIds":["0f66e554-d1cf-41fc-90e3-485087bfb84d","a374cc7b-0553-4c9c-a783-6315020c7855","5ddbb493-e3c9-47af-9f26-8da1bf8c619b"],"parentSnapshotId":"56d9c366-0f06-4221-a11d-ac5831a154c2","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Sep 2, 2026, 12:00 AM UTC2 brands100% confidence
Source
Rank.ai AI Visibility · United States Prompt Benchmark
Grade
A
Freshness
fresh

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AI visibility · United states engine disagreement by prompt

Assume the buyer is evaluating vendors for the United States market and answer within that explicit regional context. What is the best tool for analyzing the citations and sources that influence AI search responses?

Component ledger

down since prior snapshot

Source trail