Honest comparison
Compare LLM Audit with OtterlyAI for a fast publishing plan versus daily AI search monitoring and optimization.
Choose LLM Audit when you want a free brand check and audit that turns into a focused 14-day publishing plan, without committing to a larger analytics platform. OtterlyAI is the stronger fit when daily tracking, broader engine coverage, citation analysis, content audits, and multi-country workflows are central to the job. OtterlyAI also offers a self-serve trial, so the decision is less about access and more about whether you need an execution plan or a broader monitoring suite.
OtterlyAI positions itself as an AI search analytics and content intelligence platform with prompt research, monitoring, citation analysis, content audits, and GEO recommendations. Its public pricing and engine add-ons should be checked before buying. LLM Audit does not claim live rankings, private customer counts, or scraped competitor performance on this page.
| Question | LLM Audit | OtterlyAI |
|---|---|---|
| Primary job | One-time AI visibility diagnosis plus a decision-stage publishing plan | AI search analytics, citation tracking, content audits, and GEO optimization |
| Free initial audit | Yes — free snapshot across ChatGPT, Gemini and Claude | 14-day free trial with no credit card; free GEO tools are also available |
| Pricing (shown here) | Free snapshot; $39/mo monitoring; $99 one-time Full Report; $199/mo Agency | $29/mo Lite, $189/mo Standard, $489/mo Premium; Enterprise is custom and extra engines cost more |
| AI providers measured | OpenAI (ChatGPT), Google Gemini and Anthropic Claude on every snapshot | Base plans track ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot; Claude, Gemini, and Google AI Mode are paid add-ons |
| Score repeatability | Each provider is queried multiple times per audit and the score ships with an explicit X-of-N confidence signal | Daily tracking is public; score repeatability methodology is not documented on the pricing page |
| Time to first result | Free snapshot in about a minute, with no signup, demo, or sales call | Self-serve trial is available; setup time depends on prompts, markets, and selected engines |
| One-time report + publishing plan | Yes — prioritized page backlog and 14-day plan | No standalone one-time publishing plan; subscriptions include audits, recommendations, reports, and exports |
| Continuous monitoring | Yes — monitoring plan with score history and reruns | Yes, with daily tracking and visibility history |
| Shareable output | Public share link for every report, ready to send to a client or teammate without a login | Detailed reports and exports; Looker Studio is included on Standard and Premium |
| Best fit | Founder-led SaaS and agencies that want to go from diagnosis to shipped pages fast | Marketing teams and agencies that need broad, daily AI search analytics and optimization workflows |
It depends on the job. LLM Audit is designed for a fast audit and publishing plan; a broader platform may be better for ongoing monitoring or enterprise workflows.
OtterlyAI is worth evaluating when: you need daily monitoring across more AI search surfaces; you want prompt research, citation tracking, content audits, and GEO recommendations in one platform; you manage multiple markets, workspaces, or reporting integrations.
No. This comparison uses conservative positioning copy and asks buyers to verify current competitor pricing, coverage, and features independently.
A free snapshot, provider findings when configured, $39/mo monitoring with score history, an optional one-time Full Report, site evidence, and shareable report links.
Verify provider coverage, prompt methodology, pricing, update cadence, source evidence, integrations, export options, and whether the workflow creates actions your team can ship.
Yes for LLM Audit: run the free snapshot first, then unlock a one-time report for that audit.
The fastest way to make this decision concrete is to test your own brand, category, and competitors.