The short answer
Choose AiRR Score when you need a defensible, citable, independent benchmark. AiRR is built for brands and teams that need a number a board, an investor, or an acquirer will accept.
Choose Otterly.ai when budget is the binding constraint, the use case is narrow (one solo marketer or a small agency), and the goal is mention tracking with broad LLM coverage at the lowest entry price in the category.
At a glance
The independent benchmark
- CategoryMeasurement
- BuyerBrand, Marketing, CFO
- IndependentYes
- Composite scoreYes, 0-100
- Framework4P + TAAIR
- PricingStarter to Enterprise
SMB GEO platform
- CategoryEnd-to-end GEO platform
- BuyerSolo marketer, small agency
- IndependentNo (positions as GEO)
- Composite scoreMention and citation tracking
- LLM coverageChatGPT, Gemini, Copilot, Perplexity, AI Overviews, AI Mode
- PricingLite $29/mo, Standard $189/mo, Premium $489/mo
Side-by-side
| Dimension | AiRR Score | Otterly.ai |
|---|---|---|
| Independent measurement | Yes | No |
| Single composite score (0-100) | Yes | No |
| Documented public methodology | Yes (4P) | Light |
| Mention tracking depth | Yes within Presence | Strong |
| Tracks ChatGPT, Gemini, Copilot, Perplexity, AI Overviews, AI Mode | ChatGPT live, others rolling out | Yes (6 platforms) |
| Revenue attribution metric | TAAIR | No |
| Persona-based segmentation | Yes | No |
| Quarterly research publications | Yes | No |
| Lowest entry price | Starter tier | Lowest in category |
| Enterprise SLAs | Yes | No |
Where each platform wins
What Otterly.ai does better
Lowest price in the category. Otterly's Lite plan starts at $29/month. If you have no budget for a measurement platform and you need basic mention tracking, Otterly is the easiest yes.
Real-human-like monitoring across six AI platforms. Otterly tracks brand presence on ChatGPT, Gemini, Microsoft Copilot, Perplexity, Google AI Overviews, and Google AI Mode through web-interface monitoring rather than API calls.
URL-level citation tracking. Otterly shows which specific URLs are cited, not just whether your brand was mentioned. That granularity is useful for content teams.
Looker Studio connector. Otterly's Looker Studio integration lets agencies pull AI search visibility data into custom dashboards without building one from scratch.
Use-case fit for solo operators. If you are one person at a small agency tracking a handful of clients at a basic level, Otterly's UX is built for that scale.
What AiRR does better
Independence. AiRR has no execution, content-production, or GEO implementation revenue line.
Single composite score. A 0-100 number you can defend.
Revenue attribution. TAAIR translates AI search position to dollars.
Documented 4P framework. Public methodology, not a black box.
Quarterly research. Citable original analysis.
Persona segmentation. AI Persona Mapping breaks visibility by audience.
Enterprise readiness. SLAs, security review, and scaled measurement for larger brands.
When to choose Otterly.ai instead of AiRR
Otterly is the right call when:
You are a solo marketer or a small agency. Your only requirement is basic mention tracking. Your budget is the binding constraint. You do not need a defensible composite score, you do not need revenue attribution, and you are not presenting any of this to a board or an acquirer. You want the lowest-friction starting point in the category.
AiRR is the right call when:
You need a real benchmark. You want a 0-100 score in a board deck. You need TAAIR revenue attribution. You want documented public methodology. You need persona segmentation. You want quarterly research that gets cited by third parties. You will need enterprise readiness as the brand scales.