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

Website, pricing, platforms and company facts side by side.
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| Website | getfeedback.com | llmrefs.com |
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| Company | — | Startup from the United Kingdom · 1 - 9 employees · 2025 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of GetFeedback yet.
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...
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LLMrefs - AI SEO Keyword Rank Tracker for LLM Search Engines
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing GetFeedback and LLMrefs.
LLMrefs's answer:
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.
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.
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.
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.
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.
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.
Share your experience with using GetFeedback and LLMrefs. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Yeti is an outdoor gear manufacturing company. It wanted to revamp its omnichannel feedback strategy. Using GetFeedback, the brand collected customer insights at multiple customer touchpoints, which helped them find...
Feedback from stakeholders is necessary for any organization to identify its strengths and weaknesses and improve performance. Businesses can use Getfeedback to connect with their business partners, employees, and...
All forms generated on GetFeedback are designed to be responsive. This guarantees a positive experience for respondents on smartphones and tablets. GetFeedback also features a simple to implement but comprehensive...
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