Findabl vs Otterly.ai
Otterly.ai is a clean AI search monitoring tool for marketers. Findabl adds Claude, stores every raw response, and is built for regulated industries.
Findabl
Findabl is AI Citation Intelligence: measurement plus the action layer above it. We send real prompts to ChatGPT, Gemini, Perplexity, and Claude, then produce Actions across four workstreams (entity anchoring, citation velocity, on-page content, measurement loop). Honest baseline, homonym detection, per-target competitive diagnosis, confidence intervals after four weeks of tracking, and one-click self-audit publishing. No modeling, no estimation.
Otterly.ai
Otterly.ai is a well-built, self-serve AI search visibility platform out of Austria, popular with marketers and agencies for tracking brand mentions, citations, and a Brand Visibility Index across ChatGPT, Google AI Overviews, Perplexity, and Copilot. It does genuine citation tracking, GEO audits, sentiment, and multi-country monitoring, with clean pricing and a real free trial. Gemini is a paid add-on and Claude is not among its tracked engines.
Feature-by-Feature Comparison
AI recommendations are probability-based
Noriko Yokoi, Thorsten Linz, and the 3cubed.ai Research Team ran a pre-registered study across 26 unaided buyer questions, four AI engines, and three controlled conditions. The result: brand recommendations shift by engine, query, retrieval source, and time.
26 unaided buyer questions across ChatGPT, Gemini, Claude, and Perplexity.
With live web search on, the odds of the same brand leading twice in a row fall to roughly 50%, even for well-known brands.
Only 7 of 26 questions produced the same top brand across all four engines.
The typical brand appeared in just 1 in 10 responses for its own category question.
The top 10 cited domains account for 28.6% of all AI source citations.
What marketers should measure
- One-off checks miss the real picture. Brands need repeated measurement across prompts, engines, and time.
- Engine disagreement is opportunity. If the four engines pick different brands, no one owns that buyer question yet.
- Gatekeeper publications matter. The highest-leverage move is knowing which source domains AI engines cite most in your category.
- Appearance rate beats yes-or-no status. The useful question is how often you appear, where, and whether that number is moving.
Put the study to work
Findabl tests your buyer questions across ChatGPT, Gemini, Claude, and Perplexity so you can see your own citation coverage, source domains, and gaps.
Get Your Free GEO Score →Download the ungated white paper →The Verdict
Otterly.ai is a genuinely good AI search monitoring tool. It does real citation tracking, GEO audits, and competitive benchmarking, and its pricing and onboarding are clean. The differences are specific and honest. Otterly covers ChatGPT, Google AI Overviews, Perplexity, and Copilot on its core plans, with Gemini as a paid add-on and no Anthropic Claude coverage, while Findabl runs real prompts across all four major chat engines including Claude and stores every raw response audit-ready. For a marketing team that wants Brand Visibility Index dashboards and AI Overviews coverage, Otterly is a solid pick. For a small firm or a regulated team in legal, finance, or pharma that needs the exact AI answer, the exact citations, and an audit trail, Findabl is the more defensible choice, and it starts free before $49/mo.
Market Context (2026)
The AI visibility market is splitting into camps. Some tools optimize for marketing dashboards and breadth of surfaces (AI Overviews, AI Mode, Copilot). Others optimize for evidence: capturing and storing the actual AI response so every citation can be audited. Otterly.ai is strong in the first camp. Findabl is built for the second, with all four major chat engines including Claude and stored, audit-ready responses for regulated industries.
Compare Findabl to other tools
Get Your Actions Free
Honest baseline + four-workstream Actions in 60 seconds. Real prompts, every recommendation grounded in your data.
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