Comparisons
Semrush AI Visibility Toolkit: claims vs reality
By Arnav Mukherjee, founder of TofuBofu · August 2, 2026
The first time I scanned my own company, the engines were asked which tools help a B2B firm get recommended by AI. SEMrush came back on 61% of those buying questions. Ahrefs on 53%. Moz on 46%. At the time none of the three was primarily an answer-engine product. They won on accumulated authority in the neighbouring category, which is the whole thesis of this business pointed back at me.
Then, on 28 April 2026, Adobe closed a roughly $1.9 billion cash acquisition of Semrush, and the announcement put brand visibility in AI interfaces at the centre of the rationale. So the incumbent is not bolting AEO on as an afterthought. The incumbent got bought for it.
I sell a competing product, so treat me accordingly. Every number below is sourced to Semrush's own pricing page, Adobe's own announcement, or a review site you can open in another tab. Here is what the toolkit actually is, and the three places where the marketing and the reality sit at different distances from each other.
What you actually get for $99
Semrush's AI pricing page lists $99 per month per domain on annual billing. That buys 25 tracked prompts, one domain for Brand Performance analysis, up to 300 reports per day, and extra users starting at $45 per month. The reporting surface covers visibility overview, prompt research, competitor research, brand performance and an AI-oriented site audit. Those are the published figures as of August 2026, and this product line moves fast enough that you should check before you buy.
Claim one: visibility across AI platforms
The pitch is one place to see how AI platforms talk about you. The reality is a specific list, and the list is what matters. Semrush's AI pricing page names ChatGPT, Google AI, Gemini and Perplexity. Claude is not on it. Neither is Bing Copilot.
That is not a flaw so much as a decision, and it is only a problem if it is your problem. But it is the kind of gap that never announces itself, because an engine you do not track cannot show you a zero. If your buyers sit inside Microsoft 365 all day, Copilot is not a rounding error. If you sell to technical teams, a meaningful share of them are asking Claude. Check which engines your own market actually uses before you accept anyone's list, including ours.
Claim two: built for marketers like you
This is where the acquisition stops being trivia. Adobe stated it will integrate Semrush's technology with Adobe Experience Manager, Adobe Commerce and Adobe Experience Platform. Those are enterprise products bought by enterprise teams. A $1.9 billion acquisition has to earn its price somewhere, and it will not be earned on $99 self-serve seats.
I want to be precise, because predicting doom would be cheap and unfounded: nothing has been announced that harms the small-team plan, and the acquisition may well fund a better product. What has changed is whose problems now sit at the top of the roadmap. If you are a seven-person B2B firm, you are no longer anywhere near the centre of that gravity, and roadmap gravity is a real thing to price in over a two-year horizon.
See your own number before you price any tool
A free scan across all 6 engines, including Claude and Copilot, showing which buying questions name a competitor instead of you.
Run your free scanClaim three: the ratings, read properly
Semrush sits at 4.4 on G2 across 4,024 reviews. It sits at 1.7 on Trustpilot across 1,354. The lazy move is to quote whichever number suits your argument. The useful move is to notice that both are true and they are answering different questions: G2 asks how the software is, and Trustpilot collects how the company is to deal with.
The distribution is what makes it legible. Trustpilot's breakdown is 43% five-star, 8% four, 4% three, 3% two, and 42% one-star. That is not a mediocre product with a middling score. That is a product a lot of people love, sold on terms a similar number of people found genuinely upsetting. Trustpilot's own AI summary of recent reviews names subscriptions, payments, refunds, cancellation and customer service as the recurring themes, and one review from March 2026 describes filling in the cancellation form days before renewal and being charged anyway.
To their credit, Semrush replies to about 70% of negative reviews, typically within a day. So read the one-star cluster as what it is: a warning about the commercial relationship, particularly annual billing and how you get out of it, not a verdict on whether the toolkit measures things accurately. Diligence those separately, because they are separate risks.
When Semrush is the right answer, and when it is not
USE IT
You already run a real SEO program
If Semrush is already in your stack and someone on your team lives in it weekly, adding AI visibility next to your rankings is obviously correct. Do not introduce a second vendor and a second login to answer a question your existing tool can answer. Integration beats best-of-breed when nobody has time to operate two things.
USE IT
You need one report covering search and AI together
Executives and clients want one picture, not two. Semrush's advantage here is real and hard to replicate: the same dataset underneath both halves means the numbers reconcile, and reconciling numbers across two vendors is its own unpaid job.
LOOK ELSEWHERE
You are not already a Semrush customer
The $99 is the beginning of the number, not the end of it. Add a second domain, a second seat at $45, and the SEO plan you would want underneath it, and you are budgeting for a category you have not yet proven pays you back. Prove the problem is real and expensive before you buy the enterprise-adjacent answer to it.
LOOK ELSEWHERE
Your buyers use engines it does not list
Claude and Bing Copilot do not appear on the toolkit's published engine list. If either is where your market actually asks, a tool that cannot see it will report a clean dashboard over a real gap, and you will believe it.
LOOK ELSEWHERE
Your bottleneck is doing, not knowing
This is the honest core of it. Every measurement tool, ours included when we only measure, ends at a number and a list of gaps. If you already know you are invisible, a second dashboard confirming it changes nothing. What changes it is the comparison page that gets written, the schema that gets shipped, and the review that gets left. Buy the thing that closes the gap you already know about.
What the acquisition actually tells you
Strip away the vendor positioning and one fact survives: a company the size of Adobe paid around $1.9 billion, in cash, substantially because AI interfaces are becoming how buyers discover and evaluate brands. Anyone still arguing that AEO is a made-up category now has to argue with that cheque.
The second thing it tells you is quieter. The consolidation is happening at the measurement layer, because measurement is what scales cleanly into an enterprise platform. Nobody is paying nine figures for the unglamorous part, which is a small firm actually publishing the page that earns the citation. That work stays manual, stays local, and stays the reason most companies never close the gap their dashboard has been showing them for a year.
Frequently asked questions
How much does the Semrush AI Visibility Toolkit cost?
Semrush's own AI pricing page lists $99 per month per domain on annual billing. That includes 25 tracked prompts, one domain for Brand Performance analysis, and up to 300 reports per day. Extra users start at $45 per month. Those are the published figures as of August 2026; check the page before you buy, because this product line has moved quickly.
Which AI engines does the Semrush AI Visibility Toolkit track?
Semrush's AI pricing page names ChatGPT, Google AI, Gemini and Perplexity. Claude is not listed, and neither is Bing Copilot. Whether that matters depends entirely on your buyers: if your market runs on Claude or on Copilot inside Microsoft 365, an engine that is not tracked is a blind spot no dashboard will tell you about.
Did Adobe buy Semrush?
Yes. Adobe completed the acquisition on April 28, 2026, in a cash deal valued at roughly $1.9 to $2 billion at $12 per share, first announced in November 2025. Adobe's own announcement frames the rationale around discoverability as AI interfaces become how customers find and evaluate brands, and names SEO, generative engine optimization and agentic search optimization as the capabilities acquired. Adobe has said it plans to integrate the technology with Adobe Experience Manager, Adobe Commerce and Adobe Experience Platform.
Is Semrush's AI Visibility Toolkit any good?
For what it is, a measurement layer inside the most complete SEO dataset in the market, it is a serious product and the dataset behind it is genuinely hard to replicate. The honest caveat is scope: it tells you where you stand, and the work of changing where you stand is still yours. If your bottleneck is knowing, it fits. If your bottleneck is doing, a dashboard does not move it.
Why is Semrush rated 4.4 on G2 but 1.7 on Trustpilot?
Because the two sites collect different questions. G2 asks about the software, where Semrush scores 4.4 across just over 4,000 reviews. Trustpilot collects the commercial relationship, and there it sits at 1.7 across 1,354 reviews, with the ratings almost perfectly bimodal: 43% five-star and 42% one-star. The one-star cluster is overwhelmingly about subscriptions, unexpected charges, refunds and the cancellation process rather than the product. Read both, because they are answering different questions and each is true about its own subject.
What is the cheapest way to track AI visibility?
Free, if you are willing to do it by hand: pick your ten real buying questions, ask each engine, and record who gets named in a spreadsheet once a month. That is a legitimate baseline and we have written the method up. Paid tools earn their price by removing the manual labour, by sampling more than once so a single stochastic answer does not become your number, and by covering engines you would not think to check. Price the tool against the hours, not against the feature list.
Should I use Semrush or a dedicated AI visibility tool?
If you already pay for Semrush, already run a real SEO program, and want AI visibility reported next to your rankings, staying inside Semrush is the sane answer and you should not add a second vendor for it. Look elsewhere when you are not already a Semrush customer, when your buyers use engines it does not list, or when your actual problem is producing and publishing the content that would earn the citation rather than counting the ones you do not have.
Are you biased about this?
Yes, and it should be stated plainly: TofuBofu sells a competing product. So every factual claim here is sourced to Semrush's own pricing page, Adobe's own acquisition announcement, or public review sites you can open yourself, and the section on where Semrush is the better choice is written honestly rather than as a formality. Verify anything that matters to your decision. That is the standard we ask of the content we publish for customers, so it is the standard this post is held to.
Sources
- Semrush AI Visibility Toolkit pricing: $99/mo per domain annually, 25 prompts, 1 domain, extra users from $45/mo, engines listed as ChatGPT, Google AI, Gemini, Perplexity (checked August 2026)
- Adobe completes Semrush acquisition, 28 April 2026: the rationale, the named capabilities, and the planned integration with Experience Manager, Commerce and Experience Platform
- Search Engine Journal on the $1.9B cash deal: deal value and $12 per share
- Semrush on Trustpilot: 1.7 from 1,354 reviews, distribution 43/8/4/3/42, 70% reply rate to negative reviews (checked August 2026)
- Semrush on G2: 4.4 across 4,024 reviews (checked August 2026)