AEOSearch or Semrush AI Visibility Toolkit / Enterprise AIO

Where Semrush AI Visibility Toolkit / Enterprise AIO Is the Better Pick

• AI visibility inside a full SEO suite

  “Track AI visibility and SEO in one place”semrush.com, read 2026-10-05

• A large prompt database for research

  “Prompt Research uses Semrush’s prompt database of 317M+ AI queries”semrush.com, read 2026-10-05

• Country coverage

  “Prompt Tracking: Offers broad international coverage, supporting 220+ countries and territories across all major global markets.”semrush.com, read 2026-10-05

• Enterprise governance

  “SSO, team governance & audit logs”semrush.com, read 2026-10-05

The Eight Questions

Each one is something you can test in a trial of either tool. A cell that says “not stated” means we found no page that says it, not that the tool cannot do it.

1. Lowest Listed Price

   What the cheapest thing on the price page costs, and what it buys.

   Semrush AI Visibility Toolkit / Enterprise AIO

   “$99/mo per domain … billed annually … Track 25 custom prompts (daily AI rankings)”semrush.com, read 2026-10-05Our reading: The $99 toolkit has no free trial, per Semrush's help article; Semrush One's Starter and Pro+ plans, which bundle it, offer one. Enterprise AIO is quoted.

   AEOSearch

   A free scorecard: 4 questions on ChatGPT and Gemini. A report of your own from $25, priced before you pay.

2. Assistants Measured

   Which AI assistants the numbers come from.

   Semrush AI Visibility Toolkit / Enterprise AIO

   “Mentions from ChatGPT, Google AI, Gemini, and Perplexity”semrush.com, read 2026-10-05Our reading: The brand performance report also lists Google AI Mode.

   AEOSearch

   ChatGPT, Claude, Gemini, Perplexity, Grok, Google AI Overviews, Google AI Mode. You choose which ones a report asks.

3. Times Each Question Is Asked

   An assistant answers the same question differently from one run to the next, so a number built on one answer per question can move on a reroll.

   Semrush AI Visibility Toolkit / Enterprise AIO

   “This data is collected by Semrush’s Position Tracking tool querying your target prompts on your target platform (and location) each day”semrush.com, read 2026-10-05Our reading: Once a day. Repeats within a day are not stated.

   AEOSearch

   Once or 3 times per question, chosen before you pay and printed on the report.

4. Model Named on the Answer

   ChatGPT is several models, and they disagree. A number that does not say which one answered cannot be checked against the app.

   Semrush AI Visibility Toolkit / Enterprise AIO

   “The Semrush AI Visibility Toolkit analyzes responses generated by the latest model of ChatGPT in search mode.”semrush.com, read 2026-10-05Our reading: The latest ChatGPT model, with no version named.

   AEOSearch

   Stored with every answer, and printed on the report for each engine whose provider reports it.

5. Web Search Labelled

   An answer written without a web search reports what a model remembers, not what the live assistant says today.

   Semrush AI Visibility Toolkit / Enterprise AIO

   “Prompt responses are captured from real requests and not via any APIs of LLMs”semrush.com, read 2026-10-05

   AEOSearch

   Stored with every answer. The report says, engine by engine, whether web search was on, and for Claude and Perplexity, how many answers searched.

6. Answers You Can Read

   Whether the full answer behind a number opens when you ask for it.

   Semrush AI Visibility Toolkit / Enterprise AIO

   “you can review the full, unedited text of the AI's response”semrush.com, read 2026-10-05

   AEOSearch

   Every answer is stored in full, and the report opens the text behind its numbers.

7. Branded Questions Counted Apart

   A question that already names you is one you will almost always win. Mixed into the headline, it inflates it.

   Semrush AI Visibility Toolkit / Enterprise AIO

   “reviewing answers to non-branded queries … Sentiment metrics across this report are based on non-branded queries only.”semrush.com, read 2026-10-05

   AEOSearch

   Yes. Questions that name you or a competitor you track are scored apart from the ones that name none of them.

8. Changes to Your Site

   Whether it edits your site, and whether each edit can be undone.

   Semrush AI Visibility Toolkit / Enterprise AIO

   “Create content in one click (this integrates with the Content Toolkit and starts drafting content for you)”semrush.com, read 2026-10-05Our reading: Drafts content; no page we read says it edits your site.

   AEOSearch

   Only through our plugins, only after you opt in on that site, and every change carries a rollback. The platform itself never edits your site.

Check Us the Same Way

Run the free scorecard: it shows the stored answer for up to three questions you lost, and a paid report opens every answer behind every number, with the model where the provider names one, the search label and the full text. The standard lists the five marks every number carries, and the other comparisons ask the same questions of every tool on the list. Something here wrong about Semrush AI Visibility Toolkit / Enterprise AIO? Write to support@aeosearch.io with the page that says otherwise and we will correct it.