Key takeaways
- Conductor, seoClarity and Botify are enterprise SEO platforms that added AI search tracking. Promptwatch was built for AI visibility from day one, and it is the only one of the four that tracks, traces, fixes and measures in one loop.
- Conductor has the broadest native AI tracking of the three suites (nine engines in its docs). seoClarity publishes 10 prompts per plan and an accuracy add-on. Botify's strength is crawl depth, and one of Conductor's own rankings says it doesn't track citations or brand mentions.
- None of the three suites publishes a clear price for AI tracking. Promptwatch publishes plans from $95 a month, so confirm current numbers at promptwatch.com/pricing.
- Citation data matters more than mention counts. ChatGPT cites around 5 sources per web-search answer, so which pages get those slots decides the outcome.
- Shortlist two platforms, then test both on your own prompt set before signing anything.
Why this comparison is harder than it looks
Most comparison articles in this space are written by one of the vendors being compared. The sources I pulled for this guide include a seoClarity post ranking eight platforms, a Conductor post ranking nine enterprise SEO platforms (Conductor is #1, Botify is #3, seoClarity is #4), and a piece from Indexable AI that lists itself first. Each is useful. Each is also a sales document.
So this guide does two things. It uses vendor claims where they are specific and checkable, and it flags where the claim is thin. And it is published by 1001 SEO Media, which uses Promptwatch as its own GEO platform, so you should read the Promptwatch sections with that in mind. I have tried to keep them to facts.
The screenshot above is seoClarity's comparison post. It is a decent reference for what a vendor chooses to disclose (engines, prompt limits, security, support) and what it leaves as "not confirmed."
What "real AI data" means
Before comparing, define the test. I judge these platforms on five things:
- Which AI engines they track, and whether the data comes from the real user interface or an API.
- Whether they report citations (which of your pages get linked) or only mentions.
- Whether they show AI crawler activity on your own site.
- Whether they help you act on gaps, or just report them.
- How much they tell you about price before a sales call.
The citation point is not academic. Promptwatch's average sources per response data shows ChatGPT citing about 5 sources per web-search answer, while Google AI Overviews and Perplexity sit at about 10. Copilot swung from under 2 to nearly 17 in a few weeks. With roughly five slots in a ChatGPT answer, a tool that only counts brand mentions can hide the real problem: you are mentioned, but a competitor's page gets the link. Note that this report is dated September 2025, so treat the figures as a baseline.
Citation concentration also shifts fast. In Promptwatch's data, reddit.com's share of ChatGPT citations fell from about 4% to about 0.5% on August 14, 2026. If your platform only refreshes a quarterly report, you find out late.
Conductor
Conductor is the platform to beat if your team already lives in an enterprise SEO suite and wants AI tracking next to content and technical monitoring.
What holds up:
- Conductor's documentation lists nine engine options, including ChatGPT, Claude, Gemini, Google AI Mode, AI Overviews, Grok, Copilot and Perplexity. Its marketing pages list fewer, so ask which engines are in your plan.
- It reports mentions, citations, share of voice and sentiment as separate metrics.
- It generates prompts from keyword data and buyer personas, and it says plainly that reliable search volume data for AI prompts isn't currently available. I respect that honesty.
- It has an MCP server and AgentStack, with apps inside ChatGPT, Claude and Copilot.
- G2 shows 4.5 out of 5 from 809 reviews, but that covers the whole Conductor platform, not just AI search.
What to check:
- Plans are Essentials, Growth and Enterprise with no public prices. AI Search credits start at 2,500 a year on Growth, credits per response vary by engine, and Conductor says daily tracking substantially increases credit use. Run the math on your prompt set before you sign.
- I couldn't confirm brand fact-checking in the public materials.
- Conductor's own ranking of itself as #1 is exactly what you'd expect from Conductor. Take the ranking as marketing and the feature list as the useful part.
seoClarity
seoClarity is the scale-and-value pick. Its ArcAI product covers AI search, and the surrounding platform is deep on rank tracking, site audits, log file analysis and its Clarity Grid data engine.
What holds up:
- ArcAI includes 10 prompts on every plan, per seoClarity's own comparison.
- It is the only one of the three suites with a confirmed accuracy product: the ArcAI Accuracy add-on, built from your site, checks what AI says against your facts.
- It states that it submits new pages on a verified domain to AI engines (the ArcAI Indexer) and monitors AI crawlers.
- Pricing is more open than its peers. One third-party comparison cites $2,500, $3,200 and $4,500 a month and SOC 2 compliance, along with ClarityAutomate for deploying changes. Verify these on seoclarity.net/pricing, because they are secondhand.
- Mention and citation share of voice are both reported.
What to check:
- Another third-party piece describes enterprise-only custom quotes and a steep learning curve. Both can be true if pricing varies by module.
- Which AI engines are covered is described as "AI Overviews Tracking; full list not published" in one comparison. Ask for the engine list in writing.
Botify
Botify is the technical depth choice. If crawl budget, JavaScript rendering and indexation are your actual bottlenecks, this is the reference platform.
What holds up:
- It is strongest on how engines crawl, render and index very large sites, and it supports AI bot log analysis for supported bots.
- SAML SSO is included in Enterprise plans, according to Botify's support docs.
- Its AI Visibility product lists share of voice, citations and rankings, mention and citation counts, and LLM-based sentiment.
- Botify says its SmartIndex submits content to search and AI engines and serves content to visiting bots.
- G2: 4.4 out of 5 from 80 reviews, covering the broader platform.
What to check:
- The sources disagree. seoClarity's comparison lists AI visibility metrics for Botify. Conductor's ranking says Botify doesn't track AI citations or brand mentions. Both are competitors writing about Botify. Ask Botify for a live demo of AI Visibility on your domain and settle it yourself.
- The engine list is not published, and the number of tracked prompts varies by page. Prompt volume and plan scope aren't stated.
- Pricing is not public.
Promptwatch
Promptwatch comes at the problem from the other direction. It isn't an SEO suite with an AI tab. It is an AI visibility and GEO platform that tracks how ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, Google AI Mode, Copilot, Meta AI and Amazon Alexa mention and cite you, then helps you fix gaps.
The difference is the loop. Monitoring is the first step, not the product:
- Monitor. Prompts are collected from the real interfaces of the AI engines, by country and language, with Visibility Score, Share of Voice, Position and Sentiment. Brand Narrative pulls out the individual claims AI makes about you, and Fact Check (Business plan and up) lets you mark a claim inaccurate and find the page on your site that teaches it.
- Trace. Citation tracking shows which of your pages get cited and where they land. It also covers Reddit, YouTube, LinkedIn and Instagram citations, plus offsite mentions where your brand is named without a link.
- Act. An Action Board prioritizes work, content gap analysis maps your pages against the prompts AI answers, and the Content Agent (Business plan and up) plans, writes and publishes to WordPress, Webflow or Framer.
- Measure. IP-verified AI crawler logs show whether GPTBot, ClaudeBot, PerplexityBot and others actually read a page. Visitor analytics show the traffic and conversions it sends.
In practice that means you can tell an access problem from a content problem. A page that bots can't fetch needs a technical fix. A page that bots read but AI never cites needs better content. That distinction is the one most dashboards can't draw.
On scale and trust: Promptwatch is ISO/IEC 27001 certified and GDPR compliant, rated 4.7/5 on G2, and used by 1,840+ brands and agencies. Case studies include Crisp, which saw 2x higher conversion from AI traffic, and TreeHouse, where AI search reached about 25% of organic conversions.
Pricing is published: Essential $95 a month, Professional $245, Business $579, with agency plans from $199 and Enterprise tailored. Every plan includes all AI models, unlimited seats, Agent Chat, and MCP and API access. Confirm current numbers at promptwatch.com/pricing.
Where it is weaker: it is not a classic enterprise SEO suite. It brings in Search Console and Bing data, but it won't replace a full rank tracking and keyword research stack, and it isn't a deep-crawl engine like Botify. The Content Agent and Fact Check are on Business and above, not on the entry plans. Prompt tracking limits also scale by plan (50 prompts on Essential, 350 on Business), so large enterprises should price their prompt set.
Side-by-side comparison
| Capability | Conductor | seoClarity | Botify | Promptwatch |
|---|---|---|---|---|
| Core identity | Enterprise SEO + AEO suite | Enterprise SEO suite with ArcAI | Technical SEO / crawl platform | AI visibility and GEO platform |
| AI engines | 9 in docs, fewer on marketing pages | AI Overviews confirmed, full list unclear | Not published | All supported models on every plan, real-UI collection |
| Mentions and citations | Both, with share of voice | Both, with share of voice | Listed by Botify, disputed by Conductor | Both, plus citation rank and self-citation rate |
| Brand fact-checking | Not confirmed | Yes (ArcAI Accuracy add-on) | Not confirmed | Yes (Fact Check, Business and up) |
| AI crawler monitoring | Yes | Yes | Yes (AI bot log analysis) | IP-verified crawler logs with crawl-to-citation path |
| Executes the fix | AgentStack, MCP | ClarityAutomate, ArcAI Indexer | SmartIndex, AI Activation | Content Agent, Action Board, CMS publishing |
| Public pricing | No | Partially, via third parties | No | Yes, from $95 a month |
| Best for | Large teams wanting one SEO + AEO suite | Scale per dollar, accuracy checks | Huge, complex sites | Teams that want to measure and fix AI visibility |
Which one fits which team
Pick Conductor if you want a single suite for content, technical SEO and AI tracking, you have a governance-heavy organization, and you can live with a sales-led pricing process.
Pick seoClarity if you need unlimited-scale rank tracking and a platform with an accuracy add-on, and you value pricing that is at least partly visible.
Pick Botify if crawl budget and rendering on a very large site are the problem you are paying to solve. Treat AI tracking as a bonus and verify it in a demo.
Pick Promptwatch if AI search is the channel you are trying to grow, you want to see which pages get cited, and you want something that also writes and publishes the fix. Many enterprises end up combining a suite with a dedicated platform. A hybrid setup (Botify or Conductor for classic SEO, Promptwatch for AI visibility) is common, and it works.
If you want to survey the wider field first, the GEO software directory at bestgeosoftware.com lists more options, and Promptwatch's 2026 platform comparison covers the dedicated AI tools in more detail.
How to run a fair test
A demo with the vendor's preselected prompts tells you nothing. Do this instead:
- Write 50 to 100 prompts your buyers actually ask, split across informational, commercial and competitor-comparison intent.
- Ask each vendor to run that exact list across the engines you care about, in your target countries and languages.
- Compare citation data, not just mention counts. Which of your URLs get cited? Which competitor URLs take the slots?
- Ask for crawler log evidence. Can the platform show whether AI bots read your key pages, and what errors they hit?
- Ask what happens after the gap is found. Is there a workflow, an agent, a publish step, and a way to verify the page gets cited afterwards?
- Get credit and prompt math in writing. Conductor's credits vary by engine and tracking frequency, and seoClarity's ArcAI starts at 10 prompts. Your set will likely be larger.
- Check security and procurement: SSO, audit logs, certifications (Promptwatch is ISO/IEC 27001), data residency.
A free starting point for the Promptwatch side is the free AI visibility report, which scans how ChatGPT, Gemini and Perplexity talk about your brand with no login. There is also a 7-day free trial on monthly plans.
Bottom line
The three suites are strong at what they grew up doing, and each has added AI tracking with varying depth and varying transparency. Conductor has the widest documented engine list. seoClarity has the accuracy add-on and the clearest numbers. Botify owns crawl depth. Promptwatch is the one built around citations, crawler evidence and fixing the gaps, with prices you can read without talking to sales. Pick two, run the same 100 prompts through both, and let your own data decide.