Use our AI platform to generate SEO-optimized content

Syncing verified sources

Loading ranking table…

Loading the latest published snapshot and its supporting evidence.

AI Visibility · In-house SEO/AEO Lead Prompt Volatility

12 promptschecked Sep 7, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

Follow changes

As of

In front today

Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. How much does an AI search visibility platform typically cost for one brand?

150 index_pointsprompt volatility index

Ahead of second place: 20.8
Held by the top three: 44%
Middle of the board: 105
Below half the leader: 5 of 12

Highest 150 index_pointsMiddle 105

consensus absolute change: 0 on 6 of 12 rows · winner changed: 1 on 7 of 12 rows · 2 checks behind each row.

AI visibility · in house SEO/AEO Lead prompt Volatility current rankings
Rank	Name	Prompt volatility index	Disagreement absolute change	Change	Why
01	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. How much does an AI search visibility platform typically cost for one brand?	150 index_points	66.7	3	Showing Run it
02	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend an answer-engine optimization platform with dashboards, alerts, permissions, and governance.	129.167 index_points	25	1	This rank Run it
03	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Which software is best for comparing competitor share of voice across answer engines?	125 index_points	16.7	4	This rank Run it
04	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend an AI visibility platform that fits this buyer's budget and operating constraints.	120.833 index_points	8.3	2	This rank Run it
05	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. What is the best tool for analyzing the citations and sources that influence AI search responses?	116.667 index_points	33.3	4	This rank Run it
06	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend a platform that combines traditional SEO workflows with generative-search visibility.	110 index_points	20	5	This rank Run it
07	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Which features matter most when buying software to measure brand presence in AI-generated answers?	100 index_points	0	2	This rank Run it
08	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Which AI visibility platform best fits this buyer's workflow, reporting, and account-management needs?	46.667 index_points	60	2	This rank Run it
09	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.	22.222 index_points	11.1	7	This rank Run it
10	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. What are the best platforms for tracking brand visibility in AI-generated answers?	4.167 index_points	8.3	2	This rank Run it
11	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?	0 index_points	0	1	This rank Run it
12	Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.	0 index_points	0	3	This rank Run it

Cite this data

Free to reference with attribution. Copy a ready-made citation, or link to this page directly. The underlying table updates in place.

Plain textAI Visibility · In-house SEO/AEO Lead Prompt Volatility. Rank.ai, data as of September 7, 2026. https://www.rank.ai/boards/ai-search-visibility-persona-in-house-seo-aeo-lead-prompt-volatility
HTML<a href="https://www.rank.ai/boards/ai-search-visibility-persona-in-house-seo-aeo-lead-prompt-volatility">AI Visibility · In-house SEO/AEO Lead Prompt Volatility</a> — Rank.ai, data as of September 7, 2026
Markdown[AI Visibility · In-house SEO/AEO Lead Prompt Volatility](https://www.rank.ai/boards/ai-search-visibility-persona-in-house-seo-aeo-lead-prompt-volatility) — Rank.ai, data as of September 7, 2026
APARank.ai. (2026). AI Visibility · In-house SEO/AEO Lead Prompt Volatility. Retrieved September 13, 2026, from https://www.rank.ai/boards/ai-search-visibility-persona-in-house-seo-aeo-lead-prompt-volatility

Embed this table

Paste this on your site. The table stays current automatically and the credit line links readers to the full ranking.

<iframe src="https://www.rank.ai/embed/boards/ai-search-visibility-persona-in-house-seo-aeo-lead-prompt-volatility" title="AI Visibility · In-house SEO/AEO Lead Prompt Volatility" 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-persona-in-house-seo-aeo-lead-prompt-volatility">AI Visibility · In-house SEO/AEO Lead Prompt Volatility</a> by Rank.ai</p>

Published rank: #1
Score: 150 index_points
Sample size: 2

100% confidence · 100% component coverage · as of Sep 7, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

4/4 evidenced

All components available · 1 evidence record each

Components contributing to Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. How much does an AI search visibility platform typically cost for one brand?'s rank
Component	Value	Weight	Contribution
public prompt consensus absolute change	33.333333	0%	—
public prompt disagreement absolute change	66.666667	0%	—
public prompt volatility index	150	100%	150
public prompt winner changed	1	0%	—

WHY IT MOVED

up since prior snapshot

+3 ranks

public prompt disagreement absolute change11.111 → 66.667
+55.556
public prompt volatility index122.222 → 150
+27.778
public prompt consensus absolute change33.333 → 33.333
-0
public prompt winner changed1 → 1
0

PRIMARY EVIDENCE

Source trail

4 public records

Absolute consensus changepublic prompt consensus absolute change · observed Sep 7, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
Source
Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"ai-visibility-platform-pricing","currentSnapshotId":"e3e0c940-4bbd-4f03-adaf-96a0a07b6b4e","previousSnapshotId":"9e49e6a9-b7a3-4dec-a27c-07051497ddd9"}
Open primary evidence ↗
Absolute disagreement changepublic prompt disagreement absolute change · observed Sep 7, 2026, 12:00 AM UTC66.667 percentage_points100% confidence
Source
Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"ai-visibility-platform-pricing","currentSnapshotId":"e3e0c940-4bbd-4f03-adaf-96a0a07b6b4e","previousSnapshotId":"9e49e6a9-b7a3-4dec-a27c-07051497ddd9"}
Open primary evidence ↗
Prompt volatility indexpublic prompt volatility index · observed Sep 7, 2026, 12:00 AM UTC150 index_points100% confidence
Source
Rank.ai AI Visibility · In-house SEO/AEO Lead Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"ai-visibility-platform-pricing","currentSnapshotId":"e3e0c940-4bbd-4f03-adaf-96a0a07b6b4e","previousSnapshotId":"9e49e6a9-b7a3-4dec-a27c-07051497ddd9"}
Open primary evidence ↗

Get 10 Free
AI-Generated Articles

Loading ranking table…

Local SEO

AI Visibility

Content

Tools & Free

Compare

Resources

Company

AI visibility · in house SEO/AEO Lead prompt Volatility

Answer for an in-house SEO and answer-engine optimization lead responsible for measurement, content, and technical workflows. How much does an AI search visibility platform typically cost for one brand?

Component ledger

up since prior snapshot

Source trail