Compare · AI visibility (GEO) trackers
LLMrefs vs Otterly.AI
LLMrefs tracks keywords and generates fan-out prompts from them; Otterly.AI tracks the prompts you write. At the time of writing (September 2026), LLMrefs' All in One plan is $79/mo (marked limited-time) for 500 prompts across 11 listed engines with weekly reports and unlimited domains. Otterly is $29 (15 prompts), $189 (100) or $489 (400) with daily tracking on 4 engines plus add-ons.
LLMrefs is far cheaper per prompt. Otterly updates daily and lets you control exactly what's asked.
LLMrefs vs Otterly.AI side by side
From each product’s own site or our research, at the time of writing (September 2026). Prices and terms change, so check before you decide.
| Feature | LLMrefs | Otterly.AI |
|---|---|---|
| Price | $79/mo (limited-time) | $29 / $189 / $489 per month |
| Tracking unit | Keywords expanded into prompts; 500 prompts | Your prompts; 15 / 100 / 400 |
| Engines | 11 listed incl. Claude, Grok, Meta AI, DeepSeek | 4 included; Claude, AI Mode, Gemini add-ons |
| Frequency | Weekly reports | Daily |
| Domains | Unlimited | 1 workspace (Lite); unlimited from Standard |
| Trial | 7 days | Free trial |
Which should you pick?
Pick LLMrefs if…
- You think in SEO keywords and want prompts generated for you.
- You want many prompts and engines for $79.
- You manage several domains.
Pick Otterly.AI if…
- You want daily data.
- You want full control over prompt wording.
- You only need 15 prompts for $29.
Where LaunchRanked fits
Disclosure: LaunchRanked is our product. Where we list it, we say so, and we place it under the use case it fits rather than at the top by default. Everything else here is from the vendors’ own sites or our research, and we say where they’re better.
LaunchRanked Autopilot ($49/mo, early access) includes a small tracker: 25 prompts across ChatGPT, Perplexity, Gemini and Claude. It exists to show whether the content work (30 articles a month plus Search Console title rewrites) is moving AI mentions. It's not a replacement for a dedicated tracker's depth. Both are cheaper ways to measure than any bundle. Use them if you'll do the content work yourself.
Frequently asked questions
Why would I track keywords instead of prompts?
Real questions vary a lot. Generating many prompts per keyword and aggregating results can be more stable than a few hand-written prompts.
Is LLMrefs' $79 price permanent?
Its page labels it "limited time only". Check before you commit to annual plans.
Which updates more often?
Otterly tracks daily. LLMrefs lists weekly reports.
Sources we checked
Checked on their own sites on 23 September 2026. Prices and terms change, so check before you buy. Domain ratings are approximate third-party estimates.