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AI Visibility · United States Prompt Volatility

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

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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.

166.667 index_pointsprompt volatility index

Ahead of second place: 0
Held by the top three: 37%
Middle of the board: 127.9
Below half the leader: 3 of 12

Highest 166.667 index_pointsMiddle 127.9

winner changed: 1 on 9 of 12 rows · 2 checks behind each row · 100% confidence across rows.

AI visibility · United states prompt Volatility current rankings
Rank	Name	Prompt volatility index	Consensus absolute change	Disagreement absolute change	Why
01	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.	166.667 index_points	66.7	66.7	This rank Run it
02	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?	166.667 index_points	33.3	100	This rank Run it
03	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?	158.333 index_points	33.3	83.3	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?	138.889 index_points	33.3	44.4	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?	131.111 index_points	33.3	28.9	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 affordable tool for a small marketing team to monitor brand mentions across AI assistants.	129.167 index_points	33.3	25	Showing Run it
07	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.	126.667 index_points	33.3	20	This rank Run it
08	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?	116.667 index_points	0	33.3	This rank Run it
09	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?	116.667 index_points	0	33.3	This rank Run it
10	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.	33.333 index_points	33.3	33.3	This rank Run it
11	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.	29.365 index_points	33.3	25.4	This rank Run it
12	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?	16.667 index_points	0	33.3	This rank Run it

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

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<p style="font-size:12px">Source: <a href="https://www.rank.ai/boards/ai-search-visibility-region-united-states-prompt-volatility">AI Visibility · United States Prompt Volatility</a> by Rank.ai</p>

Some explanation inputs are unavailable Missing: comparablePriorRanking.

Published rank: #6
Score: 129.167 index_points
Sample size: 2

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

SCORE CONSTRUCTION

Component ledger

4/4 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. Recommend an affordable tool for a small marketing team to monitor brand mentions across AI assistants.'s rank
Component	Value	Weight	Contribution
public prompt consensus absolute change	33.333334	0%	—
public prompt disagreement absolute change	25	0%	—
public prompt volatility index	129.166667	100%	129.167
public prompt winner changed	1	0%	—

WHY IT MOVED

new since prior snapshot

No rank delta

no_prior_published_snapshot

No component moved since the prior snapshot.

PRIMARY EVIDENCE

Source trail

4 public records

Absolute consensus changepublic prompt consensus absolute change · observed Sep 2, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
Source
Rank.ai AI Visibility · United States Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"affordable-ai-mention-monitoring","currentSnapshotId":"a0676125-9ed9-4bc5-b290-01fe1a09d830","previousSnapshotId":"fd232b1b-d497-4993-b2cc-9f19e60d70e2"}
Open primary evidence ↗
Absolute disagreement changepublic prompt disagreement absolute change · observed Sep 2, 2026, 12:00 AM UTC25 percentage_points100% confidence
Source
Rank.ai AI Visibility · United States Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"affordable-ai-mention-monitoring","currentSnapshotId":"a0676125-9ed9-4bc5-b290-01fe1a09d830","previousSnapshotId":"fd232b1b-d497-4993-b2cc-9f19e60d70e2"}
Open primary evidence ↗
Prompt volatility indexpublic prompt volatility index · observed Sep 2, 2026, 12:00 AM UTC129.167 index_points100% confidence
Source
Rank.ai AI Visibility · United States Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"affordable-ai-mention-monitoring","currentSnapshotId":"a0676125-9ed9-4bc5-b290-01fe1a09d830","previousSnapshotId":"fd232b1b-d497-4993-b2cc-9f19e60d70e2"}
Open primary evidence ↗

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AI visibility · United states prompt Volatility

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.

Component ledger

new since prior snapshot

Source trail