The Semrush AI Visibility Toolkit publishes a $99 monthly price and suits SEO teams that want to start tracking AI answers this week. BrightEdge sells a custom enterprise proposal with no public plans or trial, and it adds API, MCP, crawler analytics and briefs for large programs. DeepSmith is a strong alternative on published plans with production: its published plans combine tracked prompts with a monthly allowance of publish-ready articles.
If you are a mid-market SEO team pricing AI visibility tracking, the first thing that separates these two tools is whether you can see the cost before you talk to anyone. Semrush AI Visibility Toolkit vs BrightEdge is mostly a question of how each one is sold, and then of what you get once you are inside. DeepSmith is a third option that puts tracking and article production on the same published plan.
Semrush AI Visibility Toolkit vs BrightEdge: the short answer
- Choose DeepSmith if you want AI visibility tracking and publish-ready articles on one self-serve plan, starting at $99 a month with a 7-day free trial, and you want the gaps you find to turn into published pages without a second tool.
- Choose Semrush AI Visibility Toolkit if you already work in Semrush or want a public price to start from, at $99 a month standalone or from $199 a month inside Semrush One, and you only need measurement.
- Choose BrightEdge if you are running an enterprise SEO program that needs API and MCP access, AI crawler analytics and customer success support, and you are fine going through a sales process to learn the price.
Side-by-side comparison
| Criterion | DeepSmith | Semrush AI Visibility Toolkit | BrightEdge |
|---|---|---|---|
| Entry price (monthly) | $99/mo (Pro) | $99/mo (standalone) | Not published, custom proposal |
| Annual price | $80/mo (Pro) | Not listed for standalone; Semrush One Starter $165.17/mo | Not published |
| Prompts at entry tier | 50 | 25 | Not listed |
| Engines at entry tier | 1 (ChatGPT) | 5, varies by report | 5 named, plan gating not published |
| Most engines on any plan | 10 (Enterprise) | Not listed (10 claimed on Enterprise AIO, not named) | 5 |
| Free trial | Yes, 7 days | No for standalone | No |
| Citation tracking | Yes | Yes | Yes |
| Content generation | Yes, publish-ready articles | No | Partial, briefs and draft assistance |
| CMS publishing | Yes | Not listed | Partial, title, meta and H1 only |
| Brand-context grounding | Yes | Not listed | Not listed |
| API | Yes, read-only | Partial | Yes |
| MCP server | Yes, read-only | Partial | Yes |
| Security certifications | SOC 2, GDPR and ISO | Not listed | SOC 2, ISO/IEC 27001, 27701 and 42001 |
| Review rating | 4.8/5 on G2 | 4.4/5 on G2 (whole Semrush suite) | 4.4/5 on G2 |
Pricing and features as of September 2026, from each vendor's site and public reviews.
Semrush AI Visibility Toolkit
The Semrush AI Visibility Toolkit is a set of AI search reports inside the Semrush platform. It measures how often ChatGPT, Google AI Overviews, AI Mode, Gemini and Perplexity mention and cite a brand, and it adds competitor gaps, prompt research, sentiment, daily prompt tracking and an AI site audit. Semrush is built for SEO and marketing teams, agencies, and small to mid-market companies, and it sends large multi-brand organizations to a separate sales-led product called Enterprise AIO. Adobe has owned Semrush since April 2026.
The standout is that you can start without a sales call. Semrush's own knowledge base lists the standalone toolkit at $99 a month, and the Semrush One bundles that combine SEO and AI search run $199, $299 and $549 a month. Visibility Overview also works on any domain, backed by a vendor-reported database of more than 317 million prompts, so you can get a benchmark before you set up tracking.
The limits show up quickly on the standalone plan. It covers 25 tracked prompts and one Brand Performance domain, an extra 50 prompts cost $60 a month, an extra domain costs $99 a month, and each added user needs their own $99 license. If those allowances look tight, our list of Semrush toolkit alternatives is a place to start. The toolkit also does not write content. Semrush says optimization happens manually or in other toolkits.
Reviews are harder to read than they look. Our full Semrush toolkit review covers the features in more depth. The ratings are 4.4/5 on G2 from 4,046 reviews, 4.6/5 on Capterra from 2,329 and 8.5/10 on TrustRadius from 788, all checked on September 30, 2026, but they cover the Semrush suite and not this toolkit. Reviewers of the suite praise the breadth of SEO data and complain about price, paid add-ons and a learning curve.
BrightEdge
BrightEdge is an enterprise SEO platform, founded in 2007 and based in San Mateo, that has added an AI search layer. AI Catalyst tracks mentions, citations and sentiment across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode and Gemini. AI Hyper Cube adds research on AI conversations weighted by search demand, and AI Agent Insights reports visits from AI crawlers. It is aimed at large in-house SEO and content teams and the agencies that serve them, and its homepage also lists midsize and local business tabs.
The standout is depth. BrightEdge keeps classic SEO data, such as keyword research, rank tracking and audits, next to the AI modules, and it can show every AI answer that cites a given URL. It also offers a REST API, a read-only MCP server and a trust page that lists SOC 2 and three ISO certifications. For readers who want to compare it with others at that level, our guide to enterprise AI visibility tools covers more of the field.
The real limitation is that you cannot see the price. The pricing page is a contact form and a phone number, with no plans, prompt limits or trial, and the packaging of the AI modules is not stated. BrightEdge is reported to say that AI Catalyst is included in its SEO Platform subscription, but the current pricing page does not confirm that, so treat it as something to confirm on a quote.
Review sentiment is mixed in a familiar enterprise way. BrightEdge holds 4.4/5 on G2 from 882 reviews, 4.1/5 on Capterra from 45 and 7.7/10 on TrustRadius from 156, checked September 30, 2026. Reviewers value the keyword and ranking data and the reporting, and they raise high or opaque pricing, a steep learning curve and uneven support.
DeepSmith: the alternative that tracks and writes on published plans
Neither vendor documents the step after measurement in full. The Semrush toolkit stops at reports and recommendations, and BrightEdge's content tools stop at briefs, draft help and CMS updates to titles, meta titles and H1s. Both of those are real strengths on the measurement side. For a mid-market team the gap is what happens after you find that a competitor is being cited for a prompt you care about.
DeepSmith is an AI search analytics and content production platform in one, so the same data that shows the gap also feeds the article that closes it. The AEO module tracks mention rate, citation rate, share of voice and sentiment per prompt, with full answer history and a view of which of your pages AI actually cites. 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, grounded in Deep IQ, which stores your company, product, persona, voice and content type context, so the draft does not need to be rescued. Finished articles can be published to WordPress, Webflow, Strapi, Sanity or Contentful, and Autowrite can run the whole thing hands-off on a set date.
The price is published too. Pro is $99 a month, or $80 billed annually, with 20 articles, 50 tracked prompts, 5 seats and ChatGPT tracking. Grow is $199 a month, or $160 annually, with 40 articles, 100 prompts, 7 seats, and ChatGPT and Perplexity. Scale is $399 a month, or $299 annually, with 90 articles, 200 prompts, 10 seats, and ChatGPT, Perplexity and Gemini. Enterprise is custom, covers all ten engines and adds one-to-one onboarding and a dedicated account manager. There is a 7-day free trial and no long-term contract. You can compare these tiers on DeepSmith's plans, and our direct comparison of DeepSmith with the Semrush toolkit goes deeper on that pairing.
DeepSmith's scope is tracking and production rather than crawler visit analytics, and its answer for the same goal is to report the pages AI cites and then write the pages that close the gap. Security is SOC 2, GDPR and ISO certified, and DeepSmith is rated 4.8/5 on G2.
Plans and pricing
On Semrush AI Visibility Toolkit vs BrightEdge pricing, Semrush wins, because it is the only one of the two with a price you can read. The standalone toolkit is $99 a month, and the Semrush One bundles that add SEO tools are $199, $299 and $549 a month, or $165.17, $248.17 and $455.67 a month billed annually. The one open question is billing. Semrush's knowledge base lists $99 a month, while a third-party description says it is billed annually, and the first-party capture did not settle which is true, so confirm that at checkout.
BrightEdge publishes no tiers, prompt limits, seat counts or contract terms. One third-party site gives a starting estimate, but it is not a BrightEdge quote, so we are not using it. What you can say with confidence is that the cost sits behind a demo and a custom proposal, and that public reviews on G2 raise high or opaque pricing.
Trials follow the same split. The standalone Semrush toolkit has no trial, though a 7-day trial exists on Semrush One Starter and Pro+. BrightEdge offers no signup, free plan or trial, only a demo request. If you are building a shortlist from tools you can test first, our list of tools with a free trial may help.
What DeepSmith does: DeepSmith lists every plan with its prompts, seats, engines and monthly article allowance, and it offers a 7-day trial. At $99 a month, Pro tracks 50 prompts, which is twice the standalone Semrush allowance, and it includes 20 articles to publish. At $199 a month, Grow lists 100 prompts and 40 articles, where Semrush One Starter at the same price lists 50 prompts.
Engine coverage
This one is close to a tie. Both name the same five engines, which are ChatGPT, Google AI Overviews, Google AI Mode, Gemini and Perplexity. The difference is how clearly each one says where they apply.
Semrush covers the five, but the coverage depends on the module. Perplexity appears only in Brand Performance, AI Overviews is not listed for Brand Performance, and Semrush's own pages disagree on whether Gemini is in AI Analysis. Claude, Microsoft Copilot, Grok, Meta AI and DeepSeek are not tracked by the self-serve toolkit. BrightEdge names its five engines without module splits, but it does not publish which plans include them. Neither names Claude as a tracked answer engine, although BrightEdge's AI Agent Insights reports visits from Claude agents to your site.
What DeepSmith does: DeepSmith tracks up to ten engines, which are ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, Google AI Mode, Grok, Meta AI, Microsoft Copilot and DeepSeek. Coverage rises by plan, with ChatGPT on Pro, Perplexity added on Grow, Gemini added on Scale, and all ten on Enterprise.
Tracking depth and data method
BrightEdge has the deeper measurement for a team that wants to study citations. AI Catalyst reports mentions and citations separately and rates each response Positive, Neutral or Negative with reasoning. AI Hyper Cube goes to the URL level and shows every answer that cites a page you choose. The methodology is the weak spot, since sampling frequency, countries, model versions and answer retention are not published.
Semrush counts as the stronger choice on two narrower points. Prompt Tracking runs daily and reports visibility and average position for each prompt next to Google rankings, and it supports more than 220 countries and territories. Sentiment and share of voice in Brand Performance refresh weekly, not daily. Semrush also says plainly that no platform can give exact visibility numbers and that its metrics are directional, Our explainer on citations and mentions covers how to read those two metrics.
BrightEdge reports that it can show AI agent visits and failed visits to your pages, and Semrush checks whether eight AI crawlers are blocked in robots.txt without monitoring visits. If crawler behavior matters to you, that is a clear BrightEdge advantage.
What DeepSmith does: DeepSmith reports mention rate and citation rate per prompt with full answer history, share of voice against tracked competitors, and a Pages view showing which of your pages AI cites and the prompts driving them. The competitor leaderboard shows who wins citations on which exact pages.
Data access and integrations
In a BrightEdge vs Semrush AI Visibility Toolkit comparison of data access, BrightEdge wins. It has a REST API, a read-only MCP server that draws on AI Catalyst, AI Hyper Cube and AI Agent Insights, and connections to GA4, Adobe Analytics, Search Console and Looker Studio. Semrush's API documents SEO, projects, local and trends endpoints with no AI visibility endpoints, and API integration is advertised only on Semrush One Advanced and Enterprise. Its MCP is included with Starter and Pro+, but its documented data is SEO, traffic and backlink data and not AI visibility data.
The two use-case pages on this pair go further into MCP and open data than we will here. If this is your deciding factor, our roundup of AEO tools with an open API is a good next read.
What DeepSmith does: DeepSmith has a read-only REST API with scoped keys and an MCP server with 23 read-only tools. Both cover AI visibility data, the Content Map, the content library and Deep IQ assets, and reads spend no credits.
From insight to action
BrightEdge is ahead here. AI Catalyst turns citation gaps into a brief, Content Advisor describes AI-assisted briefs and drafts, and its Publishing Agent pushes approved title, meta title and H1 changes into a CMS. It does not describe full article writing or stored brand-context grounding. The Semrush toolkit gives recommendations and AI-generated insights, but writing and optimization happen elsewhere, and its Content Toolkit is sold separately.
For a mid-market team this is where the work piles up. A recommendation still has to become a brief, a draft, links, images and a published page. That is the usual path from visibility gaps to a content backlog, and most of the hours go into the production step.
What DeepSmith does: DeepSmith keeps the loop in one system. Tracking feeds Opportunity Agents, ideas move to Planned Content, the Writer produces a researched, linked article with a cover image and publish-ready metadata, and Produced Content publishes it to your CMS. Repurpose and the Apps Library then rewrite the article for LinkedIn, X, email and other channels in the same brand voice, and Multi-Workspace runs more brands or clients from one account.
Which should you choose
- DeepSmith fits a content or SEO team that wants to see where it shows up in AI answers and publish the content that closes the gaps, on a published plan with a free trial. It covers marketing leads, lean teams and agencies that need volume, brand-grounded output and several brands in one account.
- Semrush AI Visibility Toolkit fits a team that already lives in Semrush, wants a public price, and is happy to measure now and handle content elsewhere. The $99 standalone plan suits one domain, and the Semrush One bundles suit teams that want SEO and AI search together.
- BrightEdge fits a large SEO organization that needs depth, API and MCP access, AI crawler analytics and a customer success team, and that can run a sales process. Plan for a demo and a written quote before you compare it with anything else.
Start a DeepSmith free trial to track your prompts and see the articles your gaps would produce. The trial runs 7 days and needs no long-term contract.
