Nyman Media vs Goodie.
Goodie monitors how AI search engines and assistants describe your brand, surfacing prompt-level performance and competitive share.
Goodie watches the AI answer layer: does the LLM mention your brand, what does it say, who else does it mention. Nyman Media watches the input side: does your site make it easy for those LLMs to extract correct information about your brand in the first place.
Start with us. Alongside the diagnosis, our AI visibility snapshot runs buyer-intent questions on demand and reports mention rate, share-of-voice vs competitors, and average position in a single run, so you get a current standing without committing to ongoing prompt-level tracking. We're cheaper because tracking one engine plus fixes costs less to deliver than the multi-engine matrix the incumbents run. Your readiness audit is public by default (transparent the way a Lighthouse score is), while your visibility tracking data stays private to your account. Premium adds scheduled single-engine tracking; multi-engine prompt-level monitoring is their category.
| feature | nyman media | goodie |
|---|---|---|
| What it measures | Whether AI search engines can crawl and parse your site correctly | What AI search engines say about your brand |
| Free tier | Yes: 1 audit/day, no signup | Trial / demo |
| Pricing | $19/mo, self-serve | Sales-led pricing |
| AI answer visibility | On-demand snapshot + scheduled weekly tracking (single engine); no multi-engine tracking | Continuous prompt-level brand tracking |
| Public, indexable per-domain audit | Yes | No |
| Developer / CI surface | REST + CLI + MCP, exit-code deploy gates | Web app |
- ›You need brand-mention tracking and competitor analysis at a prompt level
- ›Your team is set up for ongoing AI-search monitoring as a discipline
- ›You haven't audited the technical / structural side of AI-readiness yet
- ›You want a free, friction-free first audit + a public certificate
- ›You ship code and want AI-readiness as a CI gate or an MCP tool
Start here. Run a free audit to fix the input side, then track the outcome: Premium re-checks your buyer questions weekly against the typical AI-assistant answer, alerts you when an answer changes, and ties the movement back to the fixes you shipped. There's no point tracking citation share for a site AI crawlers can't reach, so the order is foundation first, outcome next.