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
- Industry prompt library means you are not building your prompt set from scratch
- Core includes 125 unique prompts, 5,000 AI responses a month and 4 supported AI platforms for $250/month
- Persona-based analysis lets you filter citation patterns by user type
- Core includes five site audits and one page optimization a month
- Starts at $250/month for Core, the most expensive of the three in this comparison
- AXP, expanded engine coverage, Query API, Looker Studio and Advanced API Access are Enterprise-only
- White-label delivery and agency client reporting availability is unconfirmed
- Crawler log access availability is unconfirmed
- Core includes Basic content generation, while Enterprise includes Advanced 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 industry prompts, 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 Core is the highest entry point of any tool in this comparison. Core covers one brand workspace, 125 unique prompts, 5,000 AI responses a month, four supported platforms and five user licenses. Everything beyond that, including the API, AXP and expanded engine coverage, sits on a custom Enterprise contract. The data is strong; Core does not include Query API, Advanced API or Looker Studio access.
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
Scrunch AI includes 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. On Core you track up to 125 unique prompts, with 5,000 AI responses a month, to cover specific brand or competitive queries alongside the industry baseline. Larger prompt volumes are an Enterprise conversation.
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
Core includes five site audits and one page optimization a month, plus Insights & Recommendations.
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 | Core $250/mo | Enterprise Custom |
|---|---|---|
| User licenses | 5 | Custom |
| Unique prompts | 125 | Custom |
| AI responses per month | 5,000 | Custom |
| Brand workspaces | 1 | Custom |
| AI platforms | ChatGPT, Perplexity, Google AIO, Copilot | ChatGPT, Claude, Perplexity, Gemini, Meta AI, Google AI Mode, Google AIO, Copilot, Grok |
| Site audits | 5 / month | Full Site Audit(s) |
| Page optimizations | 1 / month | Custom |
| Content generation | Basic | Advanced |
| Query API Access | ✗ | ✓ |
| Looker Studio Access | ✗ | ✓ |
| Advanced API Access | ✗ | ✓ |
| MCP Access | ✗ | Custom |
| CLI Access | ✗ | Email + Slack |
| AXP | ✗ | Custom |
| SAML / OIDC security | ✗ | ✓ |
| Dedicated Account 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 industry prompt 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 industry prompt library are genuinely differentiated. The price point and lack of Query API and Advanced API Access below Enterprise are real constraints: at $250/month for Core, 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 Core supports ChatGPT, Perplexity, Google AIO and Microsoft Copilot. Enterprise expands coverage to Claude, Gemini, Meta AI, Google AI Mode and Grok.
Can I export data from Scrunch AI?
Core does not include Query API or Advanced API Access; Enterprise includes both. AI Peekaboo starts at $30/month.
Is Scrunch AI suitable for agencies?
Core includes one brand workspace. Scrunch has a separate For agencies pricing tab, so agencies should check those terms before choosing a plan.
Why does Scrunch AI cost more than other tools in this category?
The $250/month Core price covers 125 unique prompts and 5,000 AI responses a month across four supported platforms, with one brand workspace and five user licenses. Query API and Advanced API Access require Enterprise.
Vast experience talking to customers and users to understand what good software looks like. Background spans commercial and product roles.
15+ years building tech products and web applications. Conducted hundreds of user interviews to know what a good product looks like.
Every Marketraa page follows our editorial standards.
