LLMrefs vs Mentionova

Which one should you pick?

Based on the published data, LLMrefs has the lower published entry price ($79/mo vs $99/mo); LLMrefs lists the broader engine coverage (11 vs 6). Positioning also differs: LLMrefs aims at Marketing teams transitioning to AI search, while Mentionova targets Brands and agencies tracking AI visibility. There is no universal winner — shortlist by the engines you need, your budget, and whether you want to try before you buy.

What is LLMrefs?

LLMrefs organizes tracking around keywords rather than individual prompts: for each keyword it auto-generates a set of fan-out prompts modeled on real AI conversations, then aggregates the resulting answers across engines (ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, and more) into per-keyword share-of-voice, average position, and citation counts. It also lists the source URLs each engine cites, so a team can trace which domains shape an answer, with geo-targeting across 20+ countries and 10+ languages.

At $79/month with a 7-day free trial, one subscription covers unlimited projects, domains, and team seats, tracking 500 prompts with weekly refreshed reports, CSV export, and API access — built for agencies managing several client brands under one account. Add-on tools include an AI crawlability checker, a Reddit-thread finder, and an llms.txt generator; the founder frames the focus as statistically significant rankings over the broadest platform list.

• Track keywords not prompts
• Share of voice and brand ranking
• Citation source tracking
• Auto-generated prompts from conversations
• Weekly AI visibility reports

Full LLMrefs listing →

What is Mentionova?

Mentionova runs buyer questions across six sources — ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Reddit — re-checking each every two hours and scoring mention rate, share of voice, position, and citation count. It produces a daily brief flagging overnight changes (a rank gain, a dropped mention, a shifting citation) and pairs each with a pre-drafted response or fix, down to the specific phrase lost and the source that replaced it.

Built for brand and agency teams that want daily monitoring without installing a pixel or tag — setup is just a domain plus category questions. Starter tracks three engines from $99/month billed annually ($125/month billed monthly); Growth and Agency plans extend to all six engines. Customer quotes report citation gains within 30-60 days of shipping content, though these are self-reported case studies.

• Run buyer questions across six engines
• Brief on overnight changes daily
• Optimize content for citations
• Mention rate and share of voice
• Pre-drafted Reddit replies

Full Mentionova listing →

Comparison compiled by the Geodeck editorial team from both vendors' live websites. Details change fast; always confirm on the official sites.