Tool
Scrunch AI
Agentic web readiness for enterprises.
Custom pricing, enterprise-oriented · 5 engines · verified 2026-07-20
How much does Scrunch AI cost?
Custom pricing, enterprise-oriented.
| Plan | Price | Includes |
|---|---|---|
| Enterprise | Custom | Custom pricing; public tiers not documented. |
Which AI engines does Scrunch AI cover?
Scrunch AI covers ChatGPT, Gemini, Perplexity, Claude, AI Overviews. Multi-engine coverage; exact list not published.
- ChatGPT
- Gemini
- Perplexity
- Claude
- AI Overviews
Who is Scrunch AI for?
Enterprises preparing for agent-mediated buying journeys.
The closest thing to a philosophical competitor on agent readiness, but opaque pricing and no self-serve path make it a poor fit outside the enterprise. CiteCue documents and meters the same territory openly.
What are Scrunch AI’s strengths and limitations?
Strengths
- One of very few platforms taking agent-mediated journeys seriously.
- Solid technical readiness and crawler visibility.
- Enterprise-grade positioning and support model.
Limitations
- No public pricing, which makes evaluation slow.
- No free plan or self-serve entry.
- Automation and drafting capabilities are largely undocumented.
- Harder to justify for mid-market teams.
Assessment of Scrunch AI
What can Scrunch AI do?
5 of 23 capabilities documented
CiteCue leads the set at 23.
The same 23 capabilities we apply to every tool. A dash means we could not verify it in public documentation, not that it is absent — see our methodology.
| Capability | Scrunch AI |
|---|---|
| MeasurementWhat the tool can tell you about where you stand today. | |
| Prompt-level trackingTrack individual buyer questions rather than only aggregate scores. | Yes |
| Citation and source analysisWhich domains AI engines cite when answering your prompts. | Yes |
| Competitor benchmarkingSide-by-side visibility against named rivals. | Yes |
| Share of voiceYour proportion of brand mentions within a topic. | Partial |
| Sentiment analysisWhether AI describes you positively, neutrally or negatively. | Partial |
| False-claim detectionFlags incorrect statements AI makes about your brand. | Not documented |
| AI crawler analyticsServer-log view of which AI crawlers reached which pages. | Yes |
| AI referral trafficSessions arriving from AI answer surfaces. | Partial |
| DiagnosisWhether the tool explains the cause, not just the symptom. | |
| Ranked citation-factor analysisAttributes a citation win or loss to specific, named factors. | Partial |
| AI readiness auditCrawlability and render checks for AI user agents. | YesStrong technical readiness emphasis |
| Agent task testingAn AI agent attempts real tasks on your site and reports where it fails. | PartialAgent-experience readiness is a stated focus, though task-completion scoring is not published in the way CiteCue documents it |
| Topic-level visibilityRankings grouped by subject area rather than single prompts. | Partial |
| ActionWhether the tool closes the loop or hands you a to-do list. | |
| Prioritised fix queueGaps converted into ordered, ready-to-apply changes. | Partial |
| Content draftingGenerates draft copy aimed at winning citations. | Not documented |
| Scheduled autopilot draftsProduces fix drafts on a recurring cadence without being asked. | Not documented |
| Automatic page variantsServes AI-optimised variants of live pages. | Not documented |
| llms.txt generation and servingBuilds and hosts an llms.txt manifest for you. | Partial |
| Grounded AI assistantA chat analyst answering questions against your own scan data. | Not documented |
| PlatformHow well the tool fits an existing stack. | |
| Free planA no-cost tier, not just a time-limited trial. | No |
| API accessProgrammatic read access to your data. | Not documented |
| MCP serverModel Context Protocol endpoint so AI coding agents can query the data directly. | Not documented |
| White-label reportsClient-facing reports under your own brand. | Not documented |
| SSOSingle sign-on for team access control. | Partial |
✓ Documented~ Partial✗ Absent– Not documentedA dash means we could not verify the capability publicly, not that the tool lacks it. See methodology.
Our coverage of Scrunch AI
- We have not published a full review of Scrunch AI yet. Our assessment here is from public documentation — see methodology.
- All 10 tools we track