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 want to know why your brand isn't showing up in ChatGPT for relevant prompts, start with us. We 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. Our AI visibility snapshot then runs buyer-intent questions on demand and reports your mention rate, share-of-voice, and average position in one shot, so you see the diagnosis and the current standing in the same session. Continuous, multi-engine tracking with alerts is a separate category we don't ship today.
| 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 |
| AI answer visibility | On-demand snapshot of mention rate, share-of-voice, and average position (one run, not continuous) | Continuous querying across multiple AI search engines with alerts |
| 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
Start here. Run a free audit to fix the input side, then run our AI visibility snapshot to see your mention rate, share-of-voice, and average position across buyer-intent questions in a single pass. That covers most teams. We don't ship continuous tracking or change alerts. There's no point tracking citation share for a site AI crawlers can't reach, so the order is foundation first, snapshot next.