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LLMrefs VS UpperSearch

Compare LLMrefs VS UpperSearch 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
Promote on VibeVoted
Alternatives Is it good?
UpperSearch

Keyword, competitor, backlink, SERP, domain and publisher intelligence in one fast desktop workspace.

Rating
5.0 · 1 review
Pricing
Paid $49 / One-off
Promote on VibeVoted
Alternatives Is it good?
Hyperview
DCIM software reinvented. sponsored

Which is more popular?

SEO Tools popularity
97% vs 3%
alternatives listed
240+ vs 44

Base details

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

LLMrefs
UpperSearch
Website llmrefs.com uppersearch.io
Pricing
Freemium Free trial $79 / Monthly Official pricing
Paid $49 / One-off Official pricing
Company Startup from the United Kingdom · 1 - 9 employees · 2025 —
Listed in
SEO Tools SEO AI Reputation Management +1
SEO SaaS SEO Tools SEO Monitoring +1

About LLMrefs and UpperSearch

In their own words, as submitted to SaaSHub.

LLMrefs
UpperSearch

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 UpperSearch yet.

Features and specs

What each product offers, as listed by its team.

LLMrefs 3 features
UpperSearch 0 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.

No features have been listed yet.

Analysis

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

LLMrefs
UpperSearch

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 UpperSearch yet.

Videos

Walkthroughs and reviews on video.

LLMrefs 1 video + Add
UpperSearch 0 videos + Add

LLMrefs - AI SEO Keyword Rank Tracker for LLM Search Engines

No UpperSearch videos yet. You could help us improve this page by suggesting one.

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
UpperSearch
97% 97%
SEO Tools
3% 3%
94% 94%
SEO
6% 6%
100% 100%
Generative Engine Optimization (GEO)
0% 0%
0% 0%
SaaS
100% 100%

Questions & Answers

As answered by people managing LLMrefs and UpperSearch.

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.

What makes your product unique?

UpperSearch's answer:

UpperSearch is designed around a local-first workflow, keeping research, settings, and credentials primarily on the user’s computer while connecting to external data providers for live SEO data. Users can analyze large datasets, uncover keyword and content opportunities, compare competitors, study search results, investigate backlinks and publishers, and turn complex SEO data into clear, actionable decisions from one desktop app.

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
UpperSearch 5.0 · 1 review
  • SEO Research Desktop Tool
    SaaSHub review
    · Oct 2026

    UpperSearch is an all-in-one Windows desktop SEO research platform for keyword research, SERP analysis, competitor research, backlinks, traffic analysis, publisher discovery, and AI-powered insights.

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