Best for
Best for enterprise marketing teams that want AI answer engine visibility, content production and continuous site monitoring under one platform.
- Small and mid-sized
- Enterprise
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SEO Tools Comparison
At a glance
Best for
Best for enterprise marketing teams that want AI answer engine visibility, content production and continuous site monitoring under one platform.
Best for
Best for brand and agency teams that want to act on AI search findings, auditing and rewriting pages rather than only reporting visibility.
Cataleo does not name a winner. Both statements come from the vendors themselves.
| Criterion | Conductor | Scrunch |
|---|---|---|
| Starting price | Not stated | From $250 / month Starter plan billed annually, or $300 month to month. Includes 3 user licences, 350 custom prompts, 1,000 industry prompts, 3 personas and 5 page audits; extra seats cost $25 per month. |
| Free trial | The Essentials plan is offered with a try-for-free option | 7-day free trial of the Starter plan, no credit card required |
| API | Yes, a Data API and an MCP server, plus native apps in ChatGPT, Claude and Copilot | Enterprise Data API on the Enterprise plan |
| Hosting | Cloud (SaaS) | Cloud (SaaS) |
| Keyword research | Yes, topic and keyword research aimed at finding emerging customer needs and content opportunities | Custom prompts plus an industry prompt library (1,000 on Starter, 2,500 on Growth) and audience personas, rather than classic keyword research |
| Rank tracking | Yes, rankings in traditional search engines across all domains, plus mentions, citations and sentiment in AI answer engines such as ChatGPT and Perplexity | Mentions, position, sentiment and citations across AI platforms, sliced by topic, persona, funnel stage and country, with competitor benchmarking |
| Site audit | Yes, Conductor Monitoring with 24/7 continuous monitoring and alerting instead of scheduled crawls, covering technical AEO and SEO issues | Yes, domain and page level auditing that shows which pages draw AI traffic and which technical or content issues block citations; 5 page audits on Starter, 10 on Growth |
| Backlink data | Not offered: the platform's data covers rankings in traditional search, mentions, citations and sentiment in AI answer engines, topic and competitor research and technical site health, with no link index | No backlink index. Citation analysis shows which sources AI answers draw on, plus detection of crawl failures |
| Content optimisation | Yes, Conductor Creator with AI content generation, topical authority mapping and built-in scoring and optimisation | Yes, the Optimizer updates page content for AI answers either automatically or as recommendations, and the Agent Experience Platform serves a machine-readable version of a page to AI agents |
| Index and market coverage | Traditional search engines alongside AI answer engines, with 60 months of monitoring history retained | ChatGPT, Perplexity, Claude, Gemini and Copilot, with breakdowns by topic, persona, funnel stage and country |
| Integrations and API | Yes, a Data API for BI and reporting stacks, an MCP server, and official LLM apps in ChatGPT, Claude and Copilot | Enterprise Data API on the Enterprise plan, returning full AI answers, citations, sentiment, competitor mentions and metadata per prompt run |
| AI features | Yes | Yes |
| MCP-ready | stated Yes | No |
| Deployment | Cloud (SaaS), Browser-based | Cloud (SaaS), Browser-based |
| Support | Email helpdesk, Chat, 24/7 | Not stated |
| Onboarding | more entries Documentation and knowledge base, Guided onboarding, Live online demos and webinars, Personal consulting | Documentation and knowledge base |
| Company size | Small and mid-sized, Enterprise | Small and mid-sized, Enterprise |
| Integrations | ChatGPT, Claude, Microsoft Copilot | Not stated |
Adds a column to the table, from the tools in this category.
Row where the values differ The small markers point at the lower number, the longer list or the stated feature. They describe the data, they are not a verdict.
The short version
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The trade-offs
Conductor
Strengths
Limitations
Scrunch
Strengths
Limitations
Plans
Conductor
Scrunch
What users say
Conductor
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Scrunch
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Where this comes from
Conductor https://www.conductor.com · checked against the official source on 2026-08-28
Scrunch https://scrunch.com · checked against the official source on 2026-09-17
This table lists factual criteria taken from information the vendors publish themselves. For how we put it together, see the methodology.