Summary
Otterly.AI was one of the early movers in AI search monitoring, tracking how brands appear in AI-generated answers and search experiences. Refine covers the same problem with more engines by default, competitor-anchored share of voice, citation source attribution, and recommendations attached to every metric. This guide compares the two so you can choose based on coverage and workflow, not just familiarity.
Why this comparison matters
The AI monitoring category moved fast. A tool that defined the early playbook is not automatically the best fit for how buyers ask AI engines today — across six models, in natural language, with citations that decide your shortlist. Coverage and actionability are now the deciding factors.
The Short Answer
Otterly.AI is a capable AI search monitor with a focus on visibility and prompt-level tracking. Refine differentiates on default engine coverage (six models), competitor-anchored share of voice with citation position, source attribution, and an action-first workflow that turns each metric into a next step. If your priority is the widest coverage and the shortest path to action, Refine is the stronger choice.
What Otterly.AI Is Known For
Otterly.AI made AI search visibility approachable early on: track prompts, see whether your brand appears in AI answers, and monitor links and mentions over time. For teams that want a familiar, established monitor centered on visibility, it remains a reasonable option.
- Prompt-level AI search visibility tracking.
- Link and mention monitoring in AI answers.
- An established place in the early AI-search tooling category.
Where Refine Is Different
- Six engines by default — ChatGPT, Claude, Gemini, Perplexity, Copilot and Mistral, in one view.
- Competitor-anchored share of voice — against your real loss list, with citation position, not just presence.
- Citation source attribution — the exact URLs each engine cites, so you know where to earn the next mention.
- Action-first — every metric carries a recommendation: publish, update, or earn a citation.
- Free audit to start — baseline your visibility before you pay.
Feature Comparison
- Engine coverage — Refine includes six engines by default; check Otterly's current list against your priority models.
- Prompt-level tracking — Both.
- Competitor share of voice — Refine anchors it to your real competitors and reports citation position.
- Source attribution — Refine surfaces the cited source URLs.
- Recommended actions — Refine ties next steps to each metric.
- Getting started — Refine offers a free audit to start from real data.
Pricing & Fit
Both tools are self-serve and accessible to small teams. The deciding question is rarely price alone — it is whether the tool covers the engines your buyers use and whether its output tells you what to do next. Refine's free audit lets you answer both before committing: run it, see your baseline across six engines, and judge the fit from your own numbers.
Who Should Pick Which
Pick Otterly.AI if
You want an established, visibility-focused monitor and its engine coverage matches your priorities.
Pick Refine if
You want six engines by default, competitor-anchored share of voice with citation position, source attribution, and a recommendation on every metric. Start with the free audit and compare against your real data.
The Bottom Line
Otterly.AI helped define AI search monitoring. Refine reflects where the category is now: more engines, sharper competitive context, and an action attached to every number. If you want monitoring that drives decisions, Refine is built for it.