Nyman Media vs Otterly.AI.
Otterly.AI tracks how your brand and competitors appear in answers from ChatGPT, Perplexity, Google AI Overviews, and other AI search surfaces.
Otterly and Nyman Media operate at different layers of the AI search stack. Otterly tracks the AI answer surface: what the LLM says about your brand when a real user prompts it. Nyman Media diagnoses the upstream: whether your site is structurally legible to those LLMs in the first place.
If you're trying to understand why your brand isn't showing up in ChatGPT for relevant prompts, Otterly will show you the gap. We'll tell you whether crawlers are blocked, whether your schema is malformed, whether the page renders without JavaScript, and whether your trust signals match what AI models look for. Run us first; run Otterly to confirm the impact.
| feature | nyman media | otterly.ai |
|---|---|---|
| What it measures | AI-readiness of your site (technical + content + UX) | Brand visibility across AI search answers |
| Output | Score, section breakdown, public certificate, deterministic findings | Visibility scores per prompt × LLM, competitor comparison, alerts |
| Free tier | Yes: 1 audit/day, public certificate | 7-day trial |
| Pricing | $19/mo, self-serve | Tiered SaaS, $69+/mo |
| Multi-LLM querying | No (this is their category, not ours) | Yes: across multiple AI search engines |
| Developer surface | REST + CLI + MCP | Web app |
| Public, indexable audit pages | Yes: /site/[domain] auto-generated | Private dashboards |
- ›You need to see your brand's visibility in actual LLM answers right now
- ›You're tracking specific prompts × specific AI search engines
- ›Your team needs alerts when share-of-voice changes
- ›You want to compare your brand against competitors in AI answers
- ›You want to fix the technical foundation so AI crawlers can read your site
- ›You want a free first audit with zero friction
- ›You're a developer or technical founder who lives in the terminal
- ›You want a public, embeddable certificate per audited domain
- ›You want to gate deploys on AI-readiness in CI/CD
If your team has the budget for both, that's the right answer. Fix the input side with us, then measure the output side with Otterly.AI. If you can only do one right now, run a free audit here first. There's no point tracking citation share for a site AI crawlers can't reach.