
Code Signing Store
Buy Code Signing Certificate at $219.99/yr and digitally sign the code of your executables, software & applications to build brand trust and increase software downloads.

Otterly.AI
Profound
Am I on AI
Ahrefs
Attensira
Diploria AI
Promptwatch
AI SEO Search Visibility & AI Rank Tracking Platform for LLM Search Engines like ChatGPT - GEO/AEO/LLMO
Which is more popular?
Based on our record, SignMyCode seems to be more popular. It has been mentioned 1 time since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | signmycode.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 SignMyCode 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...
What each product offers, as listed by its team.


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


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
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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 SignMyCode 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 SignMyCode 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.


We have no reviews of SignMyCode yet. Be the first one to post
On prompts: LLMrefs builds them from your keywords, GeoSuite generates them from your brand and market, and Profound's trial uses a fixed set. Everyone else lets you type the questions your customers actually ask.
Recommendations tracked on public social media and blogs since March 2021.


I used https://signmycode.com/ they were very helpful. Source: over 3 years ago
Tracking LLMrefs since May 2025.
When comparing SignMyCode and LLMrefs, you can also consider the following products.

CodeSigningStore offers various Code Signing Certificates to turn a Software into a legitimate by enabling digital signing technology. Sign App, Drivers, or software and assure the code is encrypted.
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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 SignMyCode or LLMrefs: