Direct answer
What is Otterly.AI?
Otterly.AI is an AI search monitoring and generative engine optimization (GEO) platform. It tracks brand mentions, citations, sentiment, and ranking positions across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Copilot, and Claude.
Otterly.AI functions as an intelligence and optimization layer for generative answer engines. Rather than limiting tracking to raw LLM text generations, the platform monitors how AI search engines retrieve and present live web citations. It continuously evaluates seven generative search engines: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Microsoft Copilot, Google Gemini, and Claude. The system centers on prompt research, tracking, and content auditing. Users can assemble prompt libraries reflecting customer queries, discover intent fan-out variations, and measure brand share of voice, net sentiment, and domain link positions over time. Its auditing toolkit inspects web pages for AI bot crawlability and structured data readiness, generating recommendations to increase citation frequency. Multi-workspace support, Looker Studio connectors, a Model Context Protocol (MCP) server, and API access provide agency-level reporting and integration into external analytics pipelines.
Otterly.AI tracks live web citation URLs, sentiment, and competitor benchmarks directly across seven generative search platforms rather than isolated LLM completions, pairing daily visibility metrics with crawlability and prompt fan-out audits across more than 65 countries and languages.
Product capabilities
Key features
Multi-Engine AI Search Analytics
Monitors brand coverage, mentions, average brand position, and share of voice across ChatGPT, Perplexity, AI Overviews, AI Mode, Gemini, Copilot, and Claude.
Domain and Citation Tracking
Tracks every domain and URL cited in AI answers daily, highlighting link-position shifts and identifying competitor URL citations.
Prompt Research and Query Fan-Out
Surfaces buyer prompts by topic, URL, or seed keyword, mapping intent categories and query fan-outs across sub-questions generated by engines.
Brand Sentiment Analysis
Evaluates AI brand mentions as positive, neutral, or negative alongside the triggering sentence to reveal conversational tone.
Crawlability and Content Audits
Tests website pages for AI crawler access, structured data readiness, and citation potential, delivering prioritized recommendations.
Competitor Benchmarking and Gap Analyzer
Directly compares brand visibility and sentiment against competitors, highlighting specific prompts where competitors appear and the brand does not.
ChatGPT and AI Overview Ad Tracking
Monitors ad placements, sponsored citations, and shopping card appearances inside ChatGPT and Google AI Overviews.
Reporting, MCP, and Developer APIs
Provides Looker Studio connectors, CSV/PDF exports, multi-brand workspace management, a public REST API, and an MCP server for AI assistants.
Practical fit
Who should use Otterly.AI?
Competitive AI Share of Voice Tracking
Benchmark brand mentions and domain citations against category rivals across key purchase-intent prompts on ChatGPT and Perplexity.
Content and Crawlability Auditing
Inspect marketing pages to ensure AI bots can crawl content and identify missing structured data before publishing.
Prompt Discovery and Topic Mapping
Identify real conversational queries and sub-query fan-outs used by prospective buyers to guide new editorial content.
Client Reporting for Digital Agencies
Maintain separate client workspaces and stream AI visibility metrics into Google Looker Studio dashboards for stakeholder presentations.
Editorial assessment
Pros and limitations
Where it is strong
- Covers seven major generative search engines including Google AI Mode and Claude
- Tracks actual web citations and link positions rather than only raw LLM text mentions
- Offers prompt fan-out analysis and intent scoring across 65+ countries and languages
- Includes Looker Studio connector, Model Context Protocol (MCP) server, and API access
Where to be careful
- The vendor website lists conflicting trial durations, citing both 7-day and 14-day free trials
- Engines like Claude, Gemini, and Google AI Mode may require plan add-ons depending on subscription tier
Commercial context
Otterly.AI pricing
At the review date in September 2026, the vendor offers paid plans starting at $29/month alongside a free trial (noted as 7 or 14 days without credit card). Confirm current tiers on the official pricing page.
Pricing, limits, taxes, model access, and regional availability can change. Verify the purchase-critical details on the official pricing page linked under Sources.
Transparent ranking
Why Otterly.AI scores 71.7
Each factor is scored on a 100-point scale, then combined using the public ToolsRank weights. Engagement and momentum stay at a neutral baseline until measured signals exist, so no tool can gain or lose position from numbers nobody recorded.
Compatibility
Languages, platforms, and integrations
Languages
- English
Integrations & surfaces
- Google Looker Studio
- Google Search Console
- REST API
- MCP
Community
Reviews and questions
No approved member reviews yet. Editorial factors above are the only rating on this page.
Reviews and questions come from Google-signed members and are checked by an editor before they appear.
Frequently asked
Otterly.AI FAQ
Which search engines and AI models does Otterly.AI track?+
Otterly.AI tracks seven engines: ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Google Gemini, and Claude. Google AI Overviews and Google AI Mode are tracked as distinct engines due to citation differences.
How does AI search monitoring differ from LLM monitoring?+
Standard LLM monitoring evaluates isolated large language model outputs. AI search monitoring focuses on platforms that execute live retrieval-augmented web searches, analyzing which specific URLs, citations, and websites are referenced to back up answers.
Why do manual AI search results sometimes differ from Otterly.AI reports?+
Consumer AI platforms use personalized memory and geographic retrieval (Memory RAG) based on search history and location. Otterly.AI is designed to query engines in a neutral, standardized testing environment to provide objective benchmarks.
Does Otterly.AI offer a free trial?+
Yes. The official pages state that a free trial is available without requiring a credit card, though copy alternately mentions a 7-day and a 14-day duration.
Can I integrate Otterly.AI data into external reporting tools?+
Yes. Otterly.AI provides a Google Looker Studio connector, CSV and PDF exports, a public developer API, and an MCP (Model Context Protocol) server to query visibility data directly from AI assistants.
