What is LLM Topper used for?

LLM Topper is an AI visibility platform that tracked how ChatGPT, Gemini, Claude and others cite a brand against competitors; it has been sunset. It is a good fit for former users reviewing how their brand appeared in AI answers.

Is LLM Topper open source?

No. LLM Topper is proprietary (closed-source) software and can't be self-hosted. In the Analytics category, open-source options include Socketkit, Umami and Plausible.

What are some alternatives to LLM Topper?

LLM Topper competes with Semrush, Ahrefs and Similarweb.

LLM Topper: features, pricing and alternatives

About LLM Topper

LLM Topper measured a brand's share of voice in AI-generated answers. You registered a brand, website and competitors, it generated an audience profile across four funnel stages and high-intent prompts, queried major AI models for answers, extracted the cited references and compared mentions of your brand with those of competitors. Features included prompt citation tracking, competitor monitoring, brand versus competitor rankings, content opportunities and AI content generation.

A notice on the homepage says the service has been wound down and takes no new registrations, and it points visitors to a support email for questions. The site still describes the former features and the six-step pipeline.

Key features

Prompt citation tracking across AI models
Monitoring of competitor citations
Brand versus competitor rankings
Generated audience profiles and prompts
Content opportunity suggestions
Reports with dashboards and alerts

Good fit for

Former users reviewing how their brand appeared in AI answers

Tags: ai-visibility; brand-monitoring; share-of-voice; citations; discontinued; competitor-tracking

LLM Topper: questions and answers

What is LLM Topper used for?: LLM Topper is an AI visibility platform that tracked how ChatGPT, Gemini, Claude and others cite a brand against competitors; it has been sunset. It is a good fit for former users reviewing how their brand appeared in AI answers.
Is LLM Topper open source?: No. LLM Topper is proprietary (closed-source) software and can't be self-hosted. In the Analytics category, open-source options include Socketkit, Umami and Plausible.
What are some alternatives to LLM Topper?: LLM Topper competes with Semrush, Ahrefs and Similarweb.