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LLMrefs VS Setups

Compare LLMrefs VS Setups and see what are their differences

LLMrefs

AI SEO Search Visibility & AI Rank Tracking Platform for LLM Search Engines like ChatGPT - GEO/AEO/LLMO

Rating
0 reviews
Pricing
Freemium Free trial $79 / Monthly
Alternatives Is it good?
Setups

Workspaces, items & tools from the creator community

Rating
0 reviews
Alternatives Is it good?
Sable by SubRosa
Sable is a multi-tenant compliance and vendor risk platform for MSPs and growing companies, backed by an in-house security team for pen testing, SOC monitoring and incident response. The platform and the people to act on it. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

SEO Tools popularity
100% vs 0%
alternatives listed
240+ vs 43

Base details

Website, pricing, platforms and company facts side by side.

LLMrefs
Setups
Website llmrefs.com setups.co
Pricing
Freemium Free trial $79 / Monthly Official pricing
—
Company Startup from the United Kingdom · 1 - 9 employees · 2025 —
Listed in
SEO Tools SEO AI Reputation Management +1
Productivity Tech Remote Work Tools Calendar And Scheduling +1

About LLMrefs and Setups

In their own words, as submitted to SaaSHub.

LLMrefs
Setups

LLMrefs is an AI search analytics platform that tracks brand visibility across generative AI search engines. It shows whether AI assistants like ChatGPT, Perplexity, and Gemini mention your brand when users ask questions about your industry. Supported AI Search Engines LLMrefs monitors 11...

Read more about LLMrefs

No description of Setups yet.

Features and specs

What each product offers, as listed by its team.

LLMrefs 3 features
Setups 5 features
  • AI SEO tracking
    Track Share of Voice and Position metrics to see how you rank against competitors.
  • AEO brand visibility
    Monitor how 11 AI search engines respond to your keywords and whether your brand gets cited.
  • GEO data for marketing teams
    View which URLs AI assistants use as sources when they mention your brand.
  • User-Friendly Interface
    Setups.co provides a clean and intuitive interface that makes it easy for users to navigate and find information about different setups.
  • Diverse Range of Setups
    The platform offers a wide variety of setups across different categories, catering to various needs and preferences.
  • Community-Driven Content
    Users can contribute their own setups and insights, creating a dynamic and continually evolving resource that's shaped by its community.
  • Inspirational Ideas
    Setups.co serves as a source of inspiration for individuals looking to optimize their personal or professional spaces.
  • High-Quality Images
    The site features high-resolution images that provide clear and detailed visuals of each setup.

Possible disadvantages

  • Limited Search Functionality
    The search capabilities could be improved to make it easier for users to find specific setups or categories quickly.
  • Variable Quality of Contributions
    Since content is community-driven, the quality and thoroughness of information can vary significantly from one submission to another.
  • Lack of Detailed Specifications
    Some setups may lack detailed equipment or product specifications, which can be a downside for users looking for comprehensive information.
  • Advertising Overload
    The presence of too many advertisements can detract from the user experience and make navigation less enjoyable.
  • Limited Interactivity
    There is limited interactivity or engagement features for users who want to discuss or ask questions about certain setups.

Analysis

An editorial look at what each product does well and who it suits.

LLMrefs
Setups

Overall verdict

  • LLMrefs is a solid, purpose-built tool for tracking how your brand and content appear across AI-powered search and large language models, making it a useful choice for teams focused on the emerging field of generative engine optimization (GEO).

Why this product is good

  • Specializes in monitoring brand visibility and citations across AI platforms like ChatGPT, Perplexity, and Google's AI features
  • Helps businesses adapt their SEO strategy to the shift toward AI-driven search and answer engines
  • Provides insights into which prompts and queries surface your brand, aiding content optimization
  • Addresses a growing need as more users rely on LLMs instead of traditional search engines

Recommended for

  • Marketing teams and SEO professionals wanting to track brand presence in AI search results
  • Businesses investing in generative engine optimization (GEO) strategies
  • Content creators aiming to understand how LLMs cite and reference their material
  • Agencies managing multiple clients' visibility across AI platforms

No analysis of Setups yet.

Videos

Walkthroughs and reviews on video.

LLMrefs 1 video + Add
Setups 3 videos + Add

LLMrefs - AI SEO Keyword Rank Tracker for LLM Search Engines

Reacting to the All-Time Best Gaming Setups from Reddit - Episode 1

More videos

  • - So My Subscribers Have The BEST Setups...
  • - GRIZZY REACTS TO YOUR GAMING SETUPS!

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
LLMrefs
Setups
100% 100%
SEO Tools
0% 0%
0% 0%
Productivity
100% 100%
100% 100%
SEO
0% 0%
0% 0%
Tech
100% 100%

Questions & Answers

As answered by people managing LLMrefs and Setups.

Why should a person choose your product over its competitors?

LLMrefs's answer

  1. Track keywords, not prompts Most AI SEO tools make you manage individual prompts. LLMrefs lets you add keywords and automatically generates prompt variations based on real conversations users have with AI chatbots. This saves time and produces more realistic results.

  2. Statistical significance, not magic numbers Many competitors show vague "visibility scores" that are hard to interpret. LLMrefs uses transparent metrics like Share of Voice and Position. Results are aggregated and weighted across every prompt variation to ensure statistical significance.

  3. Affordable with no hidden fees LLMrefs Pro is $79 per month and includes all 11 AI search engines. Competitors often charge extra per engine or have tiered pricing that gets expensive quickly.

  4. Agency-friendly from day one One subscription covers unlimited projects and unlimited team members. Agencies do not need to buy separate accounts for each client.

  5. Data quality focus LLMrefs emphasizes being the only platform that takes data quality seriously. They continuously check prompts and only report results when they have enough data to be statistically significant.

  6. Comprehensive engine coverage Eleven AI search engines tracked in one dashboard. You do not need separate tools for ChatGPT, Perplexity, Google AI Overviews, and others.

User comments

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

LLMrefs no reviews yet
Setups no reviews yet

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Alternatives to LLMrefs and Setups

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