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Temso.ai VS LLMrefs

Compare Temso.ai VS LLMrefs and see what are their differences

Temso.ai

Temso AI helps companies to improve their visibility and benchmark against competitors in AI search

Temso.ai screenshot
Rating
0 reviews
Pricing
Paid $60 / Monthly
Alternatives Is it good?
LLMrefs

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

LLMrefs LLMrefs AI SEO product screenshot
Rating
0 reviews
Pricing
Freemium Free trial $79 / Monthly
Alternatives Is it good?
EcomIQX
EcomIQX scores every product in your catalog on content health, keyword coverage and AI search visibility, then rewrites the weak ones in your brand voice. sponsored

Which is more popular?

AI popularity
12% vs 88%
alternatives listed
26 vs 240+

Base details

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

Temso.ai
LLMrefs
Website temso.ai llmrefs.com
Pricing
Paid $60 / Monthly Official pricing
Freemium Free trial $79 / Monthly Official pricing
Company — Startup from the United Kingdom · 1 - 9 employees · 2025
Listed in
Marketing Web App AI SEO Tools +1
SEO Tools SEO AI Reputation Management +1

About Temso.ai and LLMrefs

In their own words, as submitted to SaaSHub.

Temso.ai
LLMrefs

Temso AI is a tool that shows brands how they are discovered, described, and compared within major AI Search Engines. It continuously tracks mentions across leading LLMs, reveals how your brand is positioned against competitors, and highlights opportunities to strengthen visibility in...

Read more about Temso.ai

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

Features and specs

What each product offers, as listed by its team.

Temso.ai 5 features
LLMrefs 3 features
  • AI-Powered Automation
    Temso.ai leverages artificial intelligence to automate tasks, potentially saving users significant time and effort compared to manual processes.
  • Modern Interface
    The platform likely offers a clean, contemporary user interface designed for ease of navigation and a smooth user experience.
  • Scalability
    AI-driven platforms like Temso.ai are often built to scale, accommodating growing business needs without requiring proportional increases in manual labor.
  • Time Efficiency
    By automating repetitive or complex tasks, Temso.ai can help users complete work faster than traditional methods.
  • Innovative Technology
    As an AI-based tool, Temso.ai represents cutting-edge technology that may offer unique features not found in older, non-AI solutions.

Possible disadvantages

  • Limited Public Information
    There is minimal publicly available detailed information about Temso.ai's specific features, pricing, and use cases, making it difficult to fully evaluate the product.
  • Unproven Track Record
    As a newer or less established platform, Temso.ai may lack the extensive user reviews, case studies, or long-term performance data that more established competitors have.
  • Potential Learning Curve
    New AI tools often require users to learn new workflows and understand how to effectively prompt or utilize the AI capabilities, which can be time-consuming initially.
  • Dependency on AI Accuracy
    AI-powered tools can sometimes produce errors or inaccuracies, requiring human oversight and verification of outputs.
  • Uncertain Pricing Structure
    Without clear, transparent pricing information readily available, potential users may find it challenging to assess the cost-effectiveness of the platform for their specific needs.
  • 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.

Analysis

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

Temso.ai
LLMrefs

Overall verdict

  • I don't have verified, up-to-date information about Temso.ai specifically, so I can't confirm its quality, features, or reputation. I'd recommend checking recent independent reviews, user feedback on platforms like Trustpilot or G2, and testing any free trial before committing.

Why this product is good

  • Insufficient verified data available on this specific tool to confirm its effectiveness
  • No independent reviews or benchmarks were found to assess performance claims
  • Unable to verify company legitimacy, pricing transparency, or customer support quality
  • Cannot confirm if the AI technology or use case fits current industry standards

Recommended for

  • Users willing to do their own due diligence by checking recent reviews and testimonials
  • Those who can test the product via a free trial or demo before purchasing
  • Individuals comfortable reaching out to the company directly for clarification on features and pricing

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

Videos

Walkthroughs and reviews on video.

Temso.ai 0 videos + Add
LLMrefs 1 video + Add

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

LLMrefs - AI SEO Keyword Rank Tracker for LLM Search Engines

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
Temso.ai
LLMrefs
12% 12%
AI
88% 88%
7% 7%
SEO Tools
93% 93%
0% 0%
SEO
100% 100%
100% 100%
AI Tools
0% 0%

Questions & Answers

As answered by people managing Temso.ai and LLMrefs.

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.

Which are the primary technologies used for building your product?

Temso.ai's answer

express , typescript

User comments

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Alternatives to Temso.ai and LLMrefs

When comparing Temso.ai and LLMrefs, you can also consider the following products.

  • Otterly.AI

    Stay ahead by monitoring and your content & brand across major AI Search Platforms. With Otterly.AI, you can automatically track brand mentions and website citations on Google AI Overviews/AI Mode, ChatGPT, Perplexity, Gemini, and Copilot.

    Compare Otterly.AI to Temso.ai or LLMrefs:

    Otterly.AI vs Temso.ai Otterly.AI vs LLMrefs
  • Copyter

    AI SEO writer and content agent. Copyter analyses live search results, real keyword data and your Google Search Console before writing, so every article is built to rank. SEO content in 30 languages, with WordPress publishing.

    Compare Copyter to Temso.ai or LLMrefs:

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  • Profound

    Profound helps brands gain visibility in AI-generated answers, optimize their presence in LLM-based answer engines, and stay competitive in the zero-click world.

    Compare Profound to Temso.ai or LLMrefs:

    Profound vs Temso.ai Profound vs LLMrefs
  • Black Plastic Glasses

    Most tools just measure your AI visibility. BPG closes the gap, turning missed citations across Reddit, UGC, and affiliate sources into direct action, all from one dashboard. Discovery finds the gap. We help you close it.

    Compare Black Plastic Glasses to Temso.ai or LLMrefs:

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  • Am I on AI

    Discover if your business is being recommended by AI platforms like ChatGPT. Track your AI visibility with brand monitoring, competitor analysis, and weekly insights.

    Compare Am I on AI to Temso.ai or LLMrefs:

    Am I on AI vs Temso.ai Am I on AI vs LLMrefs
  • Ahrefs

    Ahrefs is a toolset for SEO and marketing. We have tools for backlink research, organic traffic research, keyword research, content marketing & more. Give Ahrefs a try!

    Compare Ahrefs to Temso.ai or LLMrefs:

    Ahrefs vs Temso.ai Ahrefs vs LLMrefs
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