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ChatFeatured

ChatFeatured vs Semrush

Semrush's AI Visibility Toolkit adds prompt tracking, sentiment and citations to the SEO suite many teams already run, backed by a database of hundreds of millions of prompts. Writing content is a separate toolkit, and crawler logs, AI referral traffic and ChatGPT Shopping sit in Enterprise AIO. ChatFeatured is built only for AI search: tracking, an agent that writes and publishes, site audits and crawler analytics in one plan, with unlimited seats.

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The short answer

Which one fits your team?

Choose ChatFeatured if

  • You want an agent that writes articles and publishes them, in the same plan as your tracking.
  • You want AI crawler analytics and AI referral traffic without an enterprise contract.
  • You want the whole team in the tool without paying per seat.
  • You want 50 prompts tracked daily on the entry plan, where the Semrush toolkit tracks 25.

Choose Semrush if

  • You already pay for Semrush and want AI data beside your SEO data.
  • You want to research any domain's AI visibility from a prompt database, before setting up tracking.
Key differences

Where the two part ways.

  1. 01

    A suite module, or a product built for AI search

    Semrush sells AI visibility as one toolkit among several. Writing content means adding the Content Toolkit, and publishing from it covers WordPress. ChatFeatured's plans include tracking, an agent that plans the work, AI articles, site audits and publishing to nine CMSs.

  2. 02

    A database, or your own prompts

    Semrush's prompt database shows how any domain appears across ChatGPT, Gemini, AI Overviews and AI Mode with no setup, which is useful for research. The work starts with your own prompts, and the $99 toolkit tracks 25 of them daily. ChatFeatured tracks 50 on Starter and 250 on Growth, and the agent turns every prompt you are missing from into a task with an article or fix behind it.

  3. 03

    Crawlers and AI traffic

    The Semrush toolkit's site audit checks whether eight AI crawlers can reach your pages. Log file analysis and AI referral traffic from GA4 or Adobe Analytics are part of Enterprise AIO. ChatFeatured reads crawler activity from your CDN or logs, and traffic from Google Analytics, on every plan.

  4. 04

    Seats

    Semrush says AI Visibility has to be bought for each user, with extra users from $45/month. Every ChatFeatured plan includes unlimited seats.

Feature by feature

ChatFeatured and Semrush, side by side.

What each one includes, from each company's own pages. A note under a value gives the plan or condition it depends on.

ChatFeatured vs Semrush, feature by feature
FeatureChatFeaturedSemrush
Answer engine tracking
Answer engines trackedChatGPT, Perplexity, Google AI, Gemini, Copilot, Claude, GrokClaude and Grok as add-ons5 on the toolkitChatGPT, AI Overviews, AI Mode, Perplexity, Gemini
Prompts on the entry plan50Starter, $150/month25AI Visibility Toolkit, $99/month per domain
How often prompts runDailyDaily
Countries and regionsUnlimitedOn every planLimited on the toolkitAll locales on Enterprise AIO
SentimentYesYes
Cited sources and pagesYesYes
ChatGPT Shopping visibilityYesEvery planEnterprise AIO
Doing the work
Writes articles in your voiceYes10 to 200 a month, by planSeparate productContent Toolkit, $60/month
Publishes to your CMSYesWordPress, Ghost, Webflow, Framer, Shopify, Git-based CMS, HubSpot, Wix, SanityPartialContent Toolkit publishes to WordPress
Technical site auditsYes200 to 4,000 pages a month, by planYesSite audit for AI readiness
Measuring results
AI crawler analyticsYesCloudflare, Vercel, AWS, WordPress or your logsPartialAudit checks access for 8 AI crawlers; log analysis on Enterprise AIO
AI referral trafficYesGoogle Analytics and Search ConsoleEnterprise AIOGA4 or Adobe Analytics
Plans and access
Entry price$150/month$99/monthPer domain, AI Visibility Toolkit
Free trial7 daysNoNone on the toolkit; Semrush One has seven days
SeatsUnlimitedPer userExtra users from $45/month
MCP serverYesEvery planYesOn Semrush One plans
REST APIEnterpriseAdvanced and EnterpriseNot on the toolkit
Agency workspaces and white-label reportsYesAgency partner planPartialWhite-label reports with the $20/month Pro Report add-on
Pricing

What it costs to start.

ChatFeatured

  • Starter$150/month3 answer engines, 50 tracked prompts, 10 AI articles per month
  • Growth$500/month5 answer engines, 250 tracked prompts, 40 AI articles per month
  • ProFrom $1,500/month5 answer engines, 1,000 tracked prompts, 200 AI articles per month
  • AgencyPartner pricingUnlimited client projects, client workspaces, white-label reports

Every plan includes the AEO Agent, site audits with the fix written, AI crawler tracking, MCP access, unlimited regions and unlimited seats.

See ChatFeatured pricing

Semrush

  • AI Visibility Toolkit$99/monthPer domain: 25 daily prompts, AI site audit
  • Semrush One Starter$199/monthSEO toolkit plus 50 daily prompts
  • Semrush One Pro+$299/monthSEO toolkit plus 100 daily prompts
  • Enterprise AIOCustom9 engines, log analysis, GA4 and Adobe traffic

Semrush One is $165.17 and $248.17 a month billed annually. Writing content needs the Content Toolkit, $60/month.

Questions

ChatFeatured vs Semrush, answered.

Sources

Everything this page says about Semrush comes from the pages listed here, checked on . Pricing and features change. If something here is out of date, tell us at sales@chatfeatured.com.

  1. Semrush AI Visibility pricing
  2. Semrush pricing
  3. Semrush Enterprise pricing
  4. Semrush KB: AI Visibility Toolkit
  5. Semrush KB: AI Visibility data
  6. Semrush One
  7. Semrush Content Toolkit pricing
  8. Adobe completes Semrush acquisition (Business Wire)
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