FrontStatFrontStat vs LLMrefs
LLMrefs tracks AI search by keyword: you enter SEO keywords, it generates prompts and reports your share of voice, position and cited sources. FrontStat is a launch report for founders: from just your URL, it checks whether AI assistants recommend you, your search rank for your own name, your launch listings and your links.
Choose LLMrefs if
You run SEO for several brands and want wide AI engine coverage per keyword.
Choose FrontStat if
You have one new product and want a daily answer on whether AI and search can find it, with the fixes ranked.
| FrontStat | LLMrefs | |
|---|---|---|
| Built for | Founders of new products | Brands, agencies and SEOs |
| Starting price | $19/month founding price, then $39 | $79/month (one plan: 500 prompts, weekly reports) |
| Free option | Free launch-day report for top launches | Free account and 7-day trial |
| Setup | Paste your URL. No prompts to write. | Enter brand, domain and SEO keywords. Prompts are generated for you |
| AI assistants | ChatGPT, Claude, Gemini | 10 engines, including ChatGPT, Gemini, Claude, Perplexity and Google AI Mode |
| Search rank for your own name | Not stated | |
| Launch-site listings | Not stated | |
| Links that count (nofollow, noindex) | Not stated |
What LLMrefs does well
- One flat plan with every listed AI engine, unlimited projects and seats.
- No prompt writing: keywords in, prompts generated.
Where FrontStat is different
- Needs only your URL, no keyword list.
- Checks what AI answers are built on: your launch listings, whether their links count for search, and your rank when buyers search your name.
- Refreshed every day, not weekly.
See where your launch stands
First report within 24 hours. $19/month founding price.
LLMrefs details from its pricing page and website, checked 26 September 2026. Check their site for current plans.