Scrunch AI Review
Category-level AI citation intelligence for content strategy
Scrunch AI asks a different question from other AI visibility tools. Rather than tracking where your brand appears, it maps what prompts are driving citations across your entire category. This category-first framing makes it the most useful starting point for content strategy, but the $250/month entry price and enterprise-only API limit who can practically use it.
Pros and cons
- Category-level citation intelligence shows which prompts drive AI mentions across your whole niche
- 1,000-prompt industry library on Starter means you are not building your prompt set from scratch
- Tracks 5 AI engines including ChatGPT, Claude, Perplexity, Gemini, and Copilot
- Persona-based analysis lets you filter citation patterns by user type
- Page audit feature identifies which of your existing pages are most citation-ready
- Starts at $250/month, the most expensive of the three in this comparison
- API access is Enterprise-only, no data portability on standard plans
- No white-label delivery or agency client reporting features
- No crawler log access
- No built-in content generation
What is Scrunch AI?
Scrunch AI is an AI citation intelligence platform that maps citation patterns at the category level before focusing on individual brand performance. Instead of asking "where does my brand appear in AI answers", it starts with "what prompts are driving citations in my category, and who is getting cited". This shift in framing gives content teams a different kind of insight: a picture of which topics, formats, and sources AI models reliably cite in their niche.
The platform includes a library of 1,000 industry prompts on the Starter plan, which removes the need to build a monitoring question set from scratch. These prompts are drawn from real AI query patterns in your category, and the citation data they generate shows you what is actually working in AI answers before you invest in brand-level tracking.
Scrunch AI is priced for teams with budget: $250/month for Starter is the highest entry point of any tool in this comparison. The data is strong; the limitation is getting it out of the platform on a standard plan, where there is no API and no white-label delivery.
Core features
Category citation mapping
Scrunch AI tracks which prompts are generating AI citations across your entire category, not just for your brand. This gives you a view of the citation landscape: which types of content AI models consistently recommend in your niche, which competitors are being cited and for what, and where the white space is. Most tools skip this step and go straight to brand tracking, which means you are optimising without knowing what the optimal target looks like.
Industry prompt library
The Starter plan includes 1,000 pre-built industry prompts drawn from real AI query patterns. This is the fastest way to get meaningful citation data without spending weeks building a prompt set. Growth expands to 2,500 industry prompts. You can also add up to 350 custom prompts (700 on Growth) to track specific brand or competitive queries on top of the industry baseline.
Persona-based citation analysis
Scrunch AI lets you segment citation data by user persona, filtering the prompt set to see which citation patterns emerge for different audience types. This is useful for brands that serve multiple buyer segments and need to understand whether AI answers are positioning them correctly for each one.
Page audit and content recommendations
The platform audits your existing pages against citation patterns to identify which pages are most likely to be cited by AI models and which need improvement. This goes beyond gap analysis to give specific page-level recommendations tied to what is actually driving citations in your category.
Competitive citation share-of-voice
Across the same prompt set that maps category citations, Scrunch AI tracks your brand performance relative to competitors. You can see which prompts surface you versus which surface a competitor, and what the content or positioning difference is. This competitive layer sits on top of the category view rather than replacing it.
Pricing
| Feature | Starter $250/mo | Growth $417/mo | Enterprise Custom |
|---|---|---|---|
| User licenses | 3 | 5 | Custom |
| Custom prompts | 350 | 700 | Custom |
| Industry prompts | 1,000 | 2,500 | Custom |
| Personas | 3 | 5 | Custom |
| Page audits | 5 | 10 | Custom |
| Enterprise Data API | ✗ | ✗ | ✓ |
| SAML / OIDC security | ✗ | ✗ | ✓ |
| Dedicated GTM team | ✗ | ✗ | ✓ |
Who it is for
Building a content roadmap and need to understand what AI models reward in your category before investing in production. The category citation map tells you which formats and topics are consistently cited across AI answers in your niche, so you can build toward what is already working rather than guessing.
Running a structured AI visibility programme and want to understand the citation landscape before doubling down on brand tracking. The 1,000-prompt industry library and page audit feature give you both the strategic view and the page-level action list without having to build everything from scratch.
Responsible for ensuring your brand is represented correctly in AI answers across multiple buyer personas. Scrunch AI lets you see how AI models position your brand for different audience types and which competitor is capturing citation share in each segment.
Verdict
Scrunch AI is the right tool for teams who want to understand the citation landscape in their category before or alongside brand-level monitoring. The category-first framing and 1,000-prompt industry library are genuinely differentiated. The price point and lack of API access on standard plans are real constraints: at $250/month with no data portability, it is best suited to in-house teams with budget and a content strategy mandate.
Frequently asked questions
What makes Scrunch AI different from other AI visibility tools?
Most AI visibility tools track where your specific brand appears in AI answers. Scrunch AI maps which prompts are driving citations across your entire category first, then shows where your brand sits within that landscape. This category-first framing is more useful for content strategy because it shows you what is already working in AI answers before you decide what to create.
What AI engines does Scrunch AI track?
Scrunch AI tracks citations across ChatGPT, Claude, Perplexity, Gemini, and Microsoft Copilot. This covers five major engines but does not include Meta AI, Grok, DeepSeek, or Google AI Overviews.
Can I export data from Scrunch AI?
The Enterprise Data API is the only export mechanism, and it is only available on custom Enterprise contracts. On Starter and Growth plans, data lives inside the Scrunch AI platform. If data portability into other tools is important, AI Peekaboo offers API access from $50/month.
Is Scrunch AI suitable for agencies?
Scrunch AI is not designed for agency multi-client management. There is no white-label delivery, no guest client access, and no multi-brand workflow. The platform is built for in-house teams tracking a single brand or a small set of brands.
Why does Scrunch AI cost more than other tools in this category?
The $250/month Starter price reflects the cost of running 1,000 industry prompts across multiple AI engines per billing cycle. The prompt library approach requires significantly more API calls than a basic brand monitoring setup. You are paying for breadth of category coverage, not just brand tracking.