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 a snapshot plus fixes costs less to deliver than continuous monitoring, and public-by-default because AI-readiness scores ought to be transparent the way Lighthouse perf scores are. We don't ship continuous prompt-level monitoring.
| 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 (mention rate, share-of-voice, average position); no continuous tracking yet | 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 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.