Semrush AI Visibility Toolkit vs Conductor: Site Audit or Always-On Monitoring?

The Semrush AI Visibility Toolkit and Conductor answer the crawler question in different ways. Semrush sells a $99 a month toolkit with an AI site audit, which suits teams that want to check crawler access every so often. Conductor runs 24/7 technical monitoring with AEO checks and AI crawler analysis inside an enterprise platform, with no public prices. DeepSmith is the alternative for teams that care about what sits on the site as much as whether bots can read it, because it tracks AI answers, re-checks your sitemaps every 24 hours and publishes articles to your CMS.

If you are weighing the Semrush AI Visibility Toolkit vs Conductor, the real question is how often you want something checking that AI crawlers can still read your site. Semrush gives you an audit you run when you need it. Conductor watches the site all the time and sends alerts. Both also track how often AI engines mention and cite your brand, so the tracking side is closer than the monitoring side. DeepSmith covers the part neither one finishes, which is keeping the content on that site current.

Semrush AI Visibility Toolkit vs Conductor: the short answer

• Choose DeepSmith if you want AI visibility tracking and article production on one self-serve plan from $99 a month, with a 7-day free trial, and you want the pages that close your gaps written and published to your CMS.
• Choose the Semrush AI Visibility Toolkit if you already use Semrush and want a low-priced tracker plus an AI site audit that checks up to 100 pages for crawler blocks, without any content writing.
• Choose Conductor if you run a large site and need continuous technical monitoring, AI crawler analysis, eight tracked engines and drafts in one enterprise contract, and you are fine requesting a quote.

Comparison table

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 an add-on inside the Semrush platform, launched in March 2025, that measures how often ChatGPT, Google AI Overviews, AI Mode, Gemini and Perplexity mention and cite a brand. It is built for SEO and marketing teams, agencies and small to mid-size companies that already work in Semrush. Semrush has been owned by Adobe since April 2026.

The standout is the entry price and the breadth for it. At $99 a month standalone you get a visibility overview, competitor research against up to four rivals, prompt research, brand sentiment, daily prompt tracking and an AI Search Health site audit. Semrush says its research reports draw on a database of more than 317 million prompts.

The limits show up in the allowances. The standalone plan includes 25 tracked prompts and one Brand Performance domain, extra prompts cost $60 a month per 50, and every added user needs a separate $99 license. Engine coverage also changes by module, so Perplexity appears only in Brand Performance. The toolkit does not write content. Semrush's own help pages point you to other toolkits for that.

Review ratings cover the Semrush suite, not this toolkit. G2 shows 4.4/5 from 4,046 reviews and Capterra shows 4.6/5 from 2,329, checked in September 2026. Reviewers praise the SEO data and reporting, and the common complaints are price, paid add-ons and a learning curve.

Conductor

Conductor is an enterprise SEO and AEO platform founded in 2006 and based in New York. It sells four connected products: Intelligence for AI search and keyword reporting, Creator for drafting and scoring content, Monitoring for 24/7 technical and AEO site checks, and AgentStack for its MCP Server, API and agents. It is aimed at large and mid-size enterprise teams, often with several sites or brands, that buy through a sales-led, usage-based contract.

The standout is how much sits in one place. Conductor tracks eight engines, including ChatGPT in two modes, Claude, Copilot and Grok. It ties citations to analytics data and runs the always-on monitoring this comparison turns on. It holds SOC 2 Type II, ISO 27001 and ISO 42001.

The limits are cost and openness. Conductor publishes allowances for Essentials, Growth and Enterprise but no dollar prices, and it does not publish seats, prompt limits or which engines each plan includes. AI tracking runs on credits, and Essentials and Growth list 2,500 AI Search credits a year. The Writing Assistant drafts articles but, according to Conductor, final publishing stays in your CMS.

Conductor's G2 rating is 4.5/5 from 788 reviews, Capterra shows 4.7/5 from 118 and TrustRadius shows 9.3/10, all checked in September 2026. Reviewers praise support, training and website-change monitoring. They also say the price and scope are hard to justify for smaller teams and that there is a learning curve.

DeepSmith: the alternative that keeps your site's content current

An audit or a monitor tells you whether crawlers can reach your pages. It does not tell you whether the pages are still the right ones. Semrush leaves that to other toolkits, and Conductor drafts articles but stops before your CMS. For a marketing lead who has to keep a site growing, that is the gap that decides how much the audit is worth.

DeepSmith closes it in one platform. The AEO module checks the questions you define on a schedule and reports mention rate, citation rate and share of voice, plus which of your pages AI actually cites. The Content Map crawls your site and your competitors' sites onto one topic map, re-checks every sitemap every 24 hours, and shows coverage gaps and untapped topics, so you can see what to write next. Opportunity Agents turn those gaps into ideas, each carrying the data point behind it. The Writer then produces a finished, researched, internally and externally linked article grounded in Deep IQ, your stored brand context, and you can publish it straight to WordPress, Webflow, Strapi, Sanity or Contentful. Autowrite can do the whole run on a set date with no one in the app, and the Apps Library turns the article into versions for LinkedIn, X, newsletters and other channels.

DeepSmith's plans don't include crawler log analytics, so the technical side of AI crawler access stays with your audit tool of choice. What you get in return is the loop from gap to published page. Pro is $99 a month ($80 billed yearly) with 20 articles, 50 tracked prompts and five seats. Grow is $199, Scale is $399, and Enterprise is custom with all ten engines. There is a 7-day free trial and no long-term contract. DeepSmith is rated 4.8/5 on G2 and is SOC 2, GDPR and ISO certified.

Site audit and technical monitoring

Conductor wins here, on the monitoring half of Semrush AI Visibility Toolkit vs Conductor site monitoring.

Semrush's AI Search Health audit gives your site a readiness score and a Blocked from AI Search widget that shows which of eight AI crawlers your robots.txt blocks. You can filter issues such as llms.txt, structured data, overly long content and last-modified headers. On the standalone toolkit it checks up to 100 pages and updates when Site Audit crawls the site. That works well for a first pass or a quarterly check, and it is less useful on a big site.

Conductor Monitoring crawls continuously. It covers up to 100,000 pages on Essentials and 500,000 on Growth, with 24/7 monitoring of sites of any size on Enterprise. Its AEO checks look at content depth, semantic HTML, schema coverage, JavaScript rendering mismatches and AI robot directives, and issues are ranked by business impact. Alerts come as High, Mid or Low priority, and Conductor's September 2026 release notes add Slack and Microsoft Teams notifications for Monitoring alerts.

If your site changes weekly and a bad deploy could quietly block crawlers, an audit you remember to run will miss things, and continuous monitoring will not. If your site is small and stable, the Semrush audit is probably enough, and it costs far less.

What DeepSmith does: the Content Map re-checks your sitemaps every 24 hours and folds new pages in automatically, so the picture of what your site covers stays current without a re-import. It shows which topics you cover thinly and which competitors cover and you do not, and the Writer turns those into published articles.

AI crawler analysis

Conductor wins again, with a catch about plan tiers.

The Semrush toolkit checks whether crawlers are blocked, but it does not watch their visits. The self-serve audit tells you that eight crawlers are allowed or blocked in robots.txt, and Semrush offers log file analysis of AI bot access in its separate Enterprise AIO product. That makes the toolkit's crawler coverage partial.

Conductor's log file analysis separates OpenAI, Perplexity, Anthropic and Meta bots and reports which pages they crawl, how often and with which errors. The catch is the plan grid. Log file analysis is included on Enterprise and marked "Available" on Essentials and Growth, and the pricing page does not say whether Available means a paid add-on. Ask about it in the quote.

The evidence here is vendor documentation, and neither tool publishes how much crawler data makes a difference to citations. Treat crawler analysis as a way to catch problems, not as proof that fixing them will raise your visibility.

Engine coverage and tracking depth

In Conductor vs Semrush AI Visibility Toolkit on tracking, Conductor wins on breadth, and Semrush is more transparent about what you get.

Conductor tracks eight engines, nine surfaces counting its two ChatGPT modes, and lets you set persona, intent, location and language, with daily, weekly or monthly cadence. It shows full responses, fan-out queries and exports to XLSX. The credit model matters, though. Third-party research reports per-response costs from 0.1 credits for Google AI Overviews and AI Mode to 2 for ChatGPT Search and Gemini, so 2,500 credits a year stretch much further on some engines than others.

Semrush covers five engines, and the mix changes by report. Prompt tracking runs daily, while sentiment and share of voice in Brand Performance refresh weekly. Semrush says responses come from real requests and not from LLM vendors' APIs, and Conductor says it uses an official API approach wherever possible. Both describe their numbers as directional, and I would read them that way too, because neither publishes its sampling method in full.

What DeepSmith does: it covers ten named engines, with ChatGPT on Pro, Perplexity added on Grow, Gemini added on Scale and all ten on Enterprise. Each tracked prompt keeps its own mention rate, citation rate and full answer history, and the Pages view shows which of your pages earn the citations.

Pricing and value

Semrush wins on clarity, and Conductor's value depends on a quote.

The standalone Semrush toolkit lists at $99 a month for one user, and the Semrush One bundles that include SEO run $199 to $549 a month. Whether the $99 rate needs annual billing is not settled, because the standalone pricing view was not on the pricing page. The extras add up quickly. A second user is another $99, a second domain is $99, and 50 more prompts is $60 a month.

Conductor does not publish prices at all. You get plan allowances, such as 60 Writing Assistant drafts a year on Essentials and 180 on Growth, and you ask sales for the rest. Its published US terms from 2024 describe fees set in an order form, invoiced in advance, noncancellable and nonrefundable by default, with automatic renewal unless you give 90 days' notice. On the plus side, Conductor offers a three-week free trial without a card, while the standalone Semrush toolkit has no trial.

What DeepSmith does: it publishes every price. Pro is $99 a month, Grow $199 and Scale $399, or $80, $160 and $299 billed annually, and the plans include article production, not only tracking. There are no long-term contracts and no cancellation fees, and you can start with the 7-day trial.

From insight to action

Conductor wins between the two, because Semrush does not write.

The Semrush toolkit measures and recommends, and its help pages say acting on the insights happens by hand or in other toolkits. Conductor goes further. Its Recommendations panel prioritizes actions, the Writing Assistant produces outlines and full drafts scored against your content profile, and the MCP Server is included on all three plans, with the Data API included on Enterprise. Conductor says every draft should be reviewed before publishing, and publishing itself happens in your CMS. Semrush's API and MCP documentation covers SEO data and does not list AI visibility endpoints, so access there is partial.

What DeepSmith does: it takes the work to the end. Opportunity Agents return ideas with their evidence, the Writer produces publish-ready articles grounded in Deep IQ, and Produced Content publishes to your CMS or your own webhooks in one action. Everything DeepSmith collects is readable through a REST API and a 23-tool MCP server, both read-only, so your own tools can pull the data.

Which should you choose

• DeepSmith: you want one platform that tracks how AI engines answer your buyers' questions, shows where your content is thin, and writes and publishes the pages that fix it, at a published price from $99 a month. It fits content and marketing teams, and agencies, that treat content as a growth channel.
• Semrush AI Visibility Toolkit: you already live in Semrush, your site is small or changes slowly, and a $99 tracker with a page-limited AI audit is enough, with any writing done elsewhere.
• Conductor: you run a large or multi-site enterprise, need continuous technical monitoring and crawler log analysis with AEO checks, and are comfortable negotiating usage-based pricing and publishing from your own CMS.

For the Semrush AI Visibility Toolkit or Conductor, the deciding factor is how often your site changes. The more it changes, the more the always-on monitor earns its place.

Ready to see the tracking and the writing on one plan? Start a DeepSmith free trial and run your first prompts against real data.