Comparisons / LLMrefs
FrontStat 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 an AI visibility tool for founders: from just your URL, it shows whether ChatGPT, Claude and Gemini recommend your product when a buyer asks, who they recommend instead, and what to fix first.
Choose LLMrefs if
You run SEO for several brands and want wide AI engine coverage per keyword.
Choose FrontStat if
You have one product and want a daily answer on whether ChatGPT, Claude and Gemini recommend it, and what to fix first.
 FrontStat | LLMrefs | |
|---|---|---|
| Built for | Founders | Brands, agencies and SEOs |
| Starting price | $29/month (Lite: ChatGPT, 5 questions). $39/month with Claude and Gemini (Pro) | $79/month (one plan: 500 prompts, weekly reports) |
| Free option | A free report on your product, and an email when an AI answer changes. Lite: 7 days free | 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 search engines | ChatGPT on Lite. ChatGPT, Claude and Gemini on Pro, $39/month | 11 engines, all included: ChatGPT, ChatGPT Search, AI Overviews, AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI, DeepSeek |
| How often answers are checked | Every day | Weekly |
| Buyer questions | 5 written from your site, without your name in them. Edit them; up to 10 on Pro | Generated from your SEO keywords |
| Rivals AI recommends instead | Named on every question you miss, found for you | Every brand named for a keyword, ranked |
| Share of voice against each rival | Yes, every day, with a 30-day trend | |
| Cited sites, grouped by type | Cited URLs. Grouping by type not stated | |
| Ranked fixes | Content gap insights | |
| CSV export | ||
| Share link | A Share button in its dashboard | |
| MCP server | Yes, for Claude Code, Cursor and Claude Desktop | API. MCP not stated |
LLMrefs details from its pricing page and website, checked 2 October 2026. Check their site for current plans.
What LLMrefs does well
- 01
One flat plan with 11 AI engines, unlimited projects and seats.
- 02
No prompt writing: keywords in, prompts generated.
Where FrontStat is different
- 01
Needs only your URL, no keyword list.
- 02
Checked every day, not weekly.
- 03
Emails you the day an AI search engine starts or stops recommending you.
- 04
Also checks where you rank when buyers search your name, and which launch sites list you.
What reviewers and users say about LLMrefs
I could see how often we appeared for a keyword, but not which exact prompts produced a citationLari Numminen, agency owner, Generate More
FrontStat: FrontStat works per question: for each one, each engine's full answer, whether it names you, and every page it cited.
Nothing on the page states how many runs per prompt back a reported numberechowi.ai review, August 2026
FrontStat: One fresh answer per engine per day, and when ChatGPT or Gemini flips on your main question, two more samples and the majority of three. It is written on the pricing page.
Quotes are verbatim from public reviews and forums, linked and dated. Each is one person's experience; try LLMrefs yourself before deciding.
See if ChatGPT recommends your product
First answers in seconds. Lite is 7 days free, then $29/month; Pro adds Claude and Gemini for $39.
Questions
Is FrontStat a LLMrefs alternative?
Yes, for founders. Choose FrontStat if you have one product and want a daily answer on whether ChatGPT, Claude and Gemini recommend it, and what to fix first. Choose LLMrefs if you run SEO for several brands and want wide AI engine coverage per keyword.
How much does LLMrefs cost compared with FrontStat?
LLMrefs: $79/month (one plan: 500 prompts, weekly reports). FrontStat: $29/month (Lite: ChatGPT, 5 questions). $39/month with Claude and Gemini (Pro), with 7 days free. The free report costs nothing. Prices as stated on each site on 2 October 2026.
Which AI search engines do FrontStat and LLMrefs check?
FrontStat checks ChatGPT every day on Lite ($29), and ChatGPT, Claude and Gemini on Pro ($39). LLMrefs: 11 engines, all included: ChatGPT, ChatGPT Search, AI Overviews, AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI, DeepSeek.
Do I need to write prompts?
Not with FrontStat: it writes 5 buyer questions from your site, and you can edit them, or add your own on Pro, up to 10. LLMrefs: Generated from your SEO keywords.