Quattr vs Conductor (2026): Which enterprise SEO platform handles AI search better?
Quattr and Conductor both sell AI visibility inside an enterprise SEO platform, and neither publishes a price. Engines, data joins, workflow and who should pick which.
Quattr and Conductor tend to land on the same enterprise shortlist. Both are SEO platforms first, both have folded AI search tracking into the product, and both want a sales call before they tell you what anything costs. The decision is about which platform your AI visibility data should live in for a multi-year contract, and what that contract still leaves you to buy elsewhere.
We added Promptwatch to the table as a benchmark. It is the one option here with plans, limits and prices on a public page, which makes it a handy yardstick for what an enterprise quote ought to include.
Snapshot comparison
| Quattr | Conductor | Promptwatch (benchmark) | |
|---|---|---|---|
| Entry price | Not published; demo first, then a free trial | Custom; Conductor's buyer guide cites $1,500/mo as a start | Explore free; Essential $95/mo; Professional $245/mo |
| AI engines | ChatGPT, AI Mode, Perplexity, Gemini, Claude; AI Overviews via market share data | ChatGPT, Gemini, Copilot, Claude, AI Overviews | 11, including Grok, DeepSeek, Copilot, AI Overviews and AI Mode |
| Refresh | Daily by default | Not published | Daily on paid plans |
| After tracking | GIGA agent prepares content and fixes for review | Briefs, tasks and approvals | Content Agents publish to Webflow or Framer |
| AI crawler logs | Yes, once server logs are connected | Not published | Agent Analytics from Professional |
| AI-referred traffic | No AI-referral attribution documented | Not published | Visitor analytics with conversions |
| Best for | SEO teams joining AI data to Search Console, analytics and logs | Large content teams that need governance | The whole AI visibility loop at a visible price |
Quattr: built around your own data
Quattr's best argument is that it doesn't ask you to trust its numbers in isolation. AI visibility sits next to Search Console, GA4 or Adobe, Google Ads, a site crawl and, if you connect them, your server logs. One screen can show a prompt you lost, whether an AI crawler fetched the page, and what the page earned in clicks. Each engine is scored separately for citations, share of voice, mentions and positive sentiment, so a slide in Perplexity doesn't get averaged away by a good week in ChatGPT.
The GIGA agent goes a step past reporting. It prepares content, pages, internal links and fixes, and your team reviews them before anything ships.
The limits are mostly about buying. The pricing page is a demo form, the free trial comes after a 30-minute call, and nothing we read lists plan names, prompt counts or engine limits. The engine list shifts between Quattr's own pages, so get Claude confirmed in writing. Content ideas, which plans pages for prompts you have no page for, is still in early access. And crawler data only appears once server logs are wired up, which at a large company can mean a ticket in another team's queue. Case studies such as Kiteworks reaching +79% AI Overview presence in six weeks are Quattr's own figures.
Conductor: editorial governance with an AI column
Conductor has been around since 2010 and sells to organizations with a content operations team. Its AI Search Performance layer, inside the Intelligence module, tracks ChatGPT, Gemini, Copilot, Claude and AI Overviews. The useful part is where findings go: into the same briefs, tasks and approval flows big editorial teams already run there. SSO, roles and unlimited seats on most plans are standard. A three-week trial needs no card.
It stops in two places. You can't buy the AI tracking on its own, only with the whole platform, and Vendr procurement data puts the median contract around $49K a year before implementation. The AI layer is also thin by its own customers' account; one G2 reviewer wrote that it "doesn't yet provide the depth of insight we need to act confidently." Conductor recommends changes, but your writers or an agency still make them, and it publishes no crawler logs or AI-referred traffic reporting.
Who should pick which
Pick Quattr if your SEO team already has Search Console, analytics and log access and wants AI visibility measured against that first-party data. Of the two, it is the stronger AI search tool: per-engine reporting, documented crawler analysis, and an agent that drafts the fix.
Pick Conductor if your bottleneck is coordination rather than data. A company with dozens of writers, legal review and regional sign-off will get more from Conductor's workflow than from a sharper tracker.
If AI search is the actual reason you're shopping, an enterprise SEO suite is probably the wrong purchase.
Where Promptwatch fits
Both platforms treat AI visibility as one module among many. Promptwatch starts from the AI side.
Agent Analytics logs ChatGPTBot, ClaudeBot, PerplexityBot, GoogleOther and Meta AI crawler hits in real time, with the crawl-to-citation path and errors. It connects through Cloudflare, AWS CloudFront, Fastly, Vercel and other CDNs, so you aren't waiting on an internal log pipeline. Citation analytics breaks sources down by page, domain, Reddit, YouTube and offsite mentions. Visitor analytics ties AI-referred sessions to conversions. Content Agents plan, write and publish GEO pages to Webflow or Framer through a review inbox. Prompts carry search volume and query fan-outs, which helps when you defend a prompt list.
For a team this size, Business at $579 a month covers 5 projects, 350 prompts and 100M crawler logs, and Enterprise plans add SSO and white-label at custom pricing. Promptwatch won't replace Conductor's approval flows or Quattr's rank tracking.
Verdict
Quattr is the better AI search product, Conductor the better editorial operating system. If the budget line says "AI visibility", we would evaluate Promptwatch first. Its crawler logs, citation sources and AI-referred conversions sit on published plans, so you can size the job before booking either demo.
FAQ
Do Quattr or Conductor publish pricing?
No. Quattr's pricing page is a demo request form. Conductor prices each deal; its buyer guide mentions $1,500/mo as a starting point.
Which one shows AI crawler activity?
Quattr, once you connect server web logs. It reports bots such as GPTBot, ChatGPT-User, PerplexityBot and ClaudeBot. Conductor doesn't publish an equivalent.
Should I look at Promptwatch instead of Quattr or Conductor?
If AI search is the main job, start with Promptwatch. Professional ($245/mo) and higher plans include crawler logs, and every paid plan includes visitor analytics. Keep an enterprise suite on the list if you also need rank tracking or editorial governance.