Nyman Media vs Daydream.
Daydream is an AI search visibility platform that tracks how your brand and competitors are cited across ChatGPT, Perplexity, and other LLM-driven search experiences.
Daydream operates at the answer layer: what AI search engines actually say about your brand to real users. Nyman Media operates at the input layer: whether those engines can crawl, parse, and trust your site enough to mention you correctly.
We're the right tool when the score might still be the problem, and now also when you want a point-in-time read on the AI surface itself. Our AI visibility snapshot runs buyer-intent questions on demand and reports mention rate, share-of-voice vs competitors, and average position in one shot, on a $19/mo plan with a free first audit. Premium tracks and trends that read on a weekly schedule (single engine).
| feature | nyman media | daydream |
|---|---|---|
| What it measures | Site-side AI-readiness across crawl, structure, content, and UX | Citation rate and visibility across AI search engines |
| Output | Score, deterministic findings, fix recommendations, public certificate | Visibility analytics, competitor share, prompt explorer |
| Free tier | Yes: 1 audit/day, public certificate | Trial / demo |
| Pricing | $19/mo self-serve | Tiered SaaS, sales-led at the top |
| AI answer visibility | On-demand snapshot + scheduled weekly tracking (single engine); no multi-engine tracking | Continuous multi-LLM citation tracking |
| Developer / CI surface | REST + CLI + MCP, exit-code deploy gates | Web app |
| Public, indexable per-domain audit page | Yes | No |
- ›You want ongoing tracking of how AI search engines cite you over time
- ›You're benchmarking against named competitors at prompt level
- ›You have the team and budget for ongoing AI search monitoring
- ›You want to fix the technical foundation before paying for outcome tracking
- ›You want a free first audit with no signup, no sales touch
- ›You want to run audits from Claude Desktop / Cursor / ChatGPT via MCP
- ›You want each audit to be a citable, indexable public URL
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.