The short answer
Choose AiRR Score when you need a documented, independent benchmark with a single composite number you can defend. AiRR has no execution or content-production revenue line.
Choose Scrunch AI when your priority is top-of-funnel visibility tracking and you want a platform that also generates AI-optimized parallel websites for LLM crawlers via the Agent Experience Platform. Scrunch is purpose-built for that lane.
At a glance
The independent benchmark
- CategoryMeasurement
- IndependentYes
- Composite scoreYes, 0-100
- Framework4P (Perception, Persistence, Presence, Prestige)
- Revenue linkTAAIR (dollar attribution)
- PricingStarter to Enterprise
GEO platform with AXP
- CategoryGEO platform
- Founded2023
- IndependentNo (Agent Experience Platform builds AI-optimized sites)
- Composite scoreCitation tracking, not single score
- LLM coverageChatGPT, Claude, Perplexity, Gemini, Meta AI
- Revenue linkLimited
- PricingStarter $300/mo
- Funding$15M Series A (2025)
Side-by-side
| Dimension | AiRR Score | Scrunch AI |
|---|---|---|
| Independent measurement | Yes | No |
| Single composite score (0-100) | Yes | No |
| Documented public methodology | Yes (4P) | Partial |
| Tracks ChatGPT | Yes | Yes |
| Tracks Claude, Perplexity, Gemini, Meta AI | Architected, rolling out | Yes |
| Citation tracking depth | Yes within 4P | Strong |
| Revenue attribution metric | TAAIR | No |
| Persona-based segmentation | AI Persona Mapping | Limited |
| Sells execution / content production | No | Yes (AXP) |
| Quarterly research publications | Yes | Marketing content |
Where each platform wins
What Scrunch AI does better
Citation tracking depth. Scrunch is built specifically for tracking how brands appear in AI-generated answers and the surrounding citation graph. If your single highest priority is "where am I being cited," Scrunch is purpose-built for that lane.
Multi-LLM coverage today. Scrunch tracks ChatGPT, Claude, Perplexity, Gemini, and Meta AI in a single dashboard. AiRR is rolling additional LLMs into the production score over the rest of 2026.
Agent Experience Platform. Scrunch's AXP creates AI-optimized parallel versions of websites specifically for LLM crawlers. For a team that wants both measurement and a technical optimization layer, that is a real advantage.
Top-of-funnel marketing fit. Marketing teams that already think in funnels and need a tool that drops into a top-of-funnel reporting stack will find Scrunch's UX and outputs aligned to that workflow.
What AiRR does better
Independence. AiRR has no execution, content-production, or GEO implementation revenue line. The score is not produced by the same vendor that profits from the work. That separation is why boards and acquirers cite AiRR Scores.
A single composite score. AiRR Score is a 0-100 number you can put on a slide. Scrunch presents many citation and visibility metrics; it does not produce a single composite.
Revenue attribution via TAAIR. Total Annual AI-Influenced Revenue translates AI search position into dollar value. Scrunch tracks visibility; AiRR connects visibility to economics.
The 4P framework. Perception, Persistence, Presence, and Prestige is a documented, defensible scoring framework. Scrunch's methodology is less explicit publicly.
SMB pricing. AiRR has a Starter tier. Scrunch is mid-market.
When to choose Scrunch AI instead of AiRR
Scrunch is the right call when:
Your single highest priority is top-of-funnel AI search visibility. You want a tool that maps citation surfaces and tracks brand mentions across LLMs in detail. You are a marketing team operating inside a funnel reporting model. You do not need a single composite score and you are not trying to defend the score to a board or an acquirer.
AiRR is the right call when:
You need a defensible, citable, independent benchmark. You want a 0-100 score in a board deck. You want revenue attribution via TAAIR. You want a documented methodology you can explain to a CFO or an investor. You want a Starter tier that does not require an enterprise contract. Many enterprise teams use Scrunch for citation tracking and AiRR for the score.