Nyman Media vs PeerLogic.
PeerLogic is a generative-engine optimization platform: it tracks how AI search engines describe your brand and recommends content actions to improve citation share.
PeerLogic is a measure-and-optimize tool that lives in the AI answer surface. Nyman Media is a diagnose-and-fix tool that lives one layer deeper, at the site infrastructure that those answer engines actually crawl.
PeerLogic's recommendations are most useful once your site is structurally legible. If GPTBot is blocked, your JSON-LD is malformed, or the page renders blank without JavaScript, no content-level intervention can move the needle. We're the cheaper, faster check that the foundation is solid.
| feature | nyman media | peerlogic |
|---|---|---|
| What it measures | Site-level AI-readiness signals (technical + content + UX) | Brand mention frequency and citation patterns in AI answers |
| Output | Score, deterministic findings, fix recommendations, sharable certificate | Visibility reports, content recommendations, prompt-level analytics |
| Free tier | Yes: 1 audit/day, public certificate, no signup | Trial gated by sales |
| Pricing | $19/mo self-serve | Sales-led, enterprise focus |
| Citation-share analytics | No (not our category) | Yes: core product |
| Developer surface | REST + CLI + MCP | Web app, account-managed |
| Public audit certificate | Yes: every audit | Internal to customer |
- ›You have budget for ongoing AI-search visibility tracking and content optimization
- ›Your team is structured around content marketing and prompt-level analytics
- ›You need account-managed onboarding and dedicated CSM support
- ›You're at the diagnose-and-fix stage, not the measure-and-optimize stage
- ›You want to run audits from your terminal or AI client via MCP
- ›You want a public per-domain certificate as a shareable artifact
- ›You'd rather spend on fixes than on subscription tracking
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 PeerLogic. 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.