For turning AI visibility gaps into published content, Profound and the Semrush AI Visibility Toolkit split cleanly. Profound drafts, optimizes and publishes content through its agents, on a sales-led, credit-based package. The Semrush toolkit measures and recommends but does not write, at a published $99 a month. DeepSmith tracks AI answers and produces publish-ready, Deep IQ-grounded articles on one self-serve plan, from $99 a month.
Most teams choosing between these two tools already know they have gaps in AI answers. What they want to know is who helps write the pages that close them. That is where Profound vs Semrush AI Visibility Toolkit for content creation gets decided, because only one of the two writes. DeepSmith sits alongside both, with tracking and article production in the same platform. The full comparison of the two is in Profound vs Semrush AI Visibility Toolkit: Key Differences for Semrush Customers.
Profound vs Semrush AI Visibility Toolkit: the short answer
- Choose DeepSmith if you want tracking and publish-ready articles on one self-serve plan, with Pro at $99 a month, 20 articles a month, and publishing straight to your CMS.
- Choose Profound if you are an enterprise or mid-market team that wants agents to draft, optimize and publish, and you can buy through a sales-led package with credit-based usage.
- Choose Semrush AI Visibility Toolkit if you already work in Semrush and want a $99 measurement and recommendation layer, and you will write the content somewhere else.
| Criterion | DeepSmith | Profound | Semrush AI Visibility Toolkit |
|---|---|---|---|
| Entry price (monthly) | $99 (Pro) | Custom (Enterprise); free Trial | $99 (standalone) |
| Free trial | Yes, 7 days | Yes, 7 days | No, standalone toolkit |
| Turns data into recommended actions | Yes | Yes | Yes |
| Produces content briefs | Partial | Yes | Partial |
| Writes full articles | Yes | Yes | No |
| Grounds output in brand context | Yes | Yes | Not listed |
| Publishes directly to a CMS | Yes | Yes | Not listed |
| Repurposes articles into channel formats | Yes | Yes | Not listed |
| Rewrites existing pages | - | Yes | Partial |
| Review rating | 4.8/5 on G2 | 4.5/5 on G2 | 4.4/5 on G2 (Semrush suite) |
Pricing and features as of September 2026, from each vendor's site and public reviews.
Profound
Profound is an AI marketing platform built for enterprise and mid-market marketing, SEO and content teams, and for agencies. It tracks how answer engines mention and cite a brand, then uses an AI Marketer and Agents to research, draft, optimize and publish content from that data. Agents ship with templates such as Research-to-article and Content brief creation, and Context Manager and Brand Kits hold voice and brand rules that every agent applies.
The standout for this job is how much of the path from gap to page lives in one product. Agent CMS nodes publish to WordPress, Sanity, Contentful, Webflow and others. Profound describes the output as drafts ready for human review, with an approval step before anything goes live.
The limits are mostly about buying. Paid pricing is not public, agent runs use credits, and seven of the nine listed engines are Enterprise only. Reviewers on G2 praise the visibility and citation analytics, and some describe the product as expensive. Its G2 rating is 4.5/5 from 1,130 reviews, and TrustRadius shows 8.5/10 from 13 reviews, both checked in September 2026.
Semrush AI Visibility Toolkit
The Semrush AI Visibility Toolkit lives inside the Semrush platform and suits SEO and marketing teams, agencies and small to mid-sized companies that already use Semrush. It measures how often ChatGPT, Google AI Overviews, AI Mode, Gemini and Perplexity mention and cite a brand, with competitor gaps against up to four rivals, prompt research, sentiment and daily prompt tracking.
Its standout here is that it turns that data into AI Insights and AI Strategic Opportunities, so you can see what to act on. Semrush says the toolkit does not write content, and acting on the insights happens manually or with other toolkits such as the separately sold Content Toolkit. Content audits and live scoring are Enterprise AIO features.
Standalone limits are modest, at 25 tracked prompts and one Brand Performance domain, with extra prompts and users sold as add-ons. Ratings of 4.4/5 on G2 from 4,046 reviews and 4.6/5 on Capterra from 2,329 reviews cover Semrush as a whole, not this toolkit, and reviewers there often call the paid extras expensive.
DeepSmith: the alternative that tracks and writes
Neither tool leaves a small team with a simple route from a gap to a live article. The Semrush toolkit stops at the recommendation, and Profound writes and publishes but sells that through a custom, credit-based package whose paid prices are not public.
DeepSmith puts both halves on one plan. AEO tracks mention rate, citation rate and share of voice, with the pages AI cites and the competitors winning citations. Opportunity Agents read that data and return content ideas, each carrying the data point that justifies it. The Writer then turns a planned idea into a finished article that is researched, internally and externally linked, and comes with a cover image and publish-ready metadata. Autowrite can do this on a set date with no one in the app. Deep IQ holds your company, products, personas and voice, so every article is grounded in the same context.
From there you review in Produced Content and publish straight to WordPress, Webflow, Strapi, Sanity or Contentful, or to your own webhooks. Every finished article also arrives with social posts written, and the Apps Library adapts it for LinkedIn, X, Medium, Substack, email and more.
Pro is $99 a month ($80 billed annually) with 20 articles a month, 50 tracked prompts and five seats. Grow is $199 for 40 articles and Scale is $399 for 90. There is a 7-day free trial and no long-term contract.
Recommendations and briefs
Profound has the edge on briefs, and the two tools tie on recommendations. Both turn tracking data into recommended actions. Profound adds Projects with data-backed briefs on Enterprise, and its brief templates produce briefs with audience, format, key points and citation sources. Semrush marks content briefs as partial for the toolkit, since the self-serve version points to the separate Content Toolkit.
What DeepSmith does: Opportunity Agents return content ideas with the evidence attached, including which tracked prompt and which competitor page the idea responds to. Those ideas flow into New Ideas and Planned Content, so the recommendation arrives already sitting in the production queue.
Writing, grounding and publishing
In Profound vs Semrush AI Visibility Toolkit for content creation, Profound wins this axis, because the Semrush toolkit has no content creation. Profound's agents draft full articles grounded in Brand Kits and citation data, rewrite existing pages, and publish approved drafts to a CMS after an approval step. Semrush does not list brand grounding or CMS publishing for the toolkit, so with that tool the draft, the brand context and the publishing all happen elsewhere.
The comparison of Profound vs Semrush AI Visibility Toolkit content writing is therefore mostly a question of whether you want a second tool for it. With Semrush you will need one, and with Profound you will not, as long as the enterprise package fits.
What DeepSmith does: the Writer produces the whole article in one run, with Deep IQ supplying product facts and voice so you are not briefing from scratch each time. The output is publish-ready, and you can send it to your CMS from Produced Content.
Pricing and value
Semrush wins on a clear entry price, and Profound does not publish one for paid plans. The toolkit is $99 a month standalone with 25 prompts, and each extra user needs another $99 license. Profound offers a free seven-day Trial on three engines, then a custom Enterprise package. Agent use consumes credits, and the overage rate is not stated, so cost is hard to forecast.
At Semrush the $99 buys measurement, and the writing is still a separate cost. At Profound you cannot see the price until you talk to sales.
What DeepSmith does: Pro is $99 a month and includes both tracking and 20 articles a month, so the entry price covers the writing as well as the measuring.
From insight to action
Profound wins this axis between the two. A gap in Profound can move to a brief, a draft and a published page inside the platform, with Citation Decay handing pages that are losing citations to an agent to draft an update. The Semrush toolkit tells you where the gap is and what to consider, and the next steps happen in other products.
The honest caveat on Profound is how it is bought. The path exists, but it sits behind a sales process and a credit budget, and Profound's own pages leave open whether review before publishing is mandatory or something you add.
What DeepSmith does: the loop runs on one self-serve plan. Tracking finds where AI is not citing you, Opportunity Agents propose the pages, the Writer produces them, and publishing sends them to your CMS. Because the same stored context feeds every module, the pages that go out match the brand the tracking is measuring.
Which should you choose
Whether you pick Profound or Semrush AI Visibility Toolkit for content creation depends on who writes the pages and how you want to buy. DeepSmith covers both the tracking and the writing, so the choice below starts with it.
- DeepSmith: the right fit if you want to see where you are missing in AI answers and publish the content that closes the gap from one platform, with a published price, a 7-day trial and article volume built into the plan.
- Profound: fits an enterprise or mid-market team, or an agency, that wants agents drafting, optimizing and publishing, and is comfortable with a sales-led, credit-based package.
- Semrush AI Visibility Toolkit: fits a team already inside Semrush that wants measurement and recommendations at $99 a month and has a separate way to write.
Start a DeepSmith free trial to see tracking and article production on your own site before you pay.
