
Kasada
SEON
Fraud Blocker
OOPSpam Anti-Spam API
Web AI Browser
Nessus
Websecurify
Bot detection, protection and AI crawler visibility for websites, apps, WordPress and Shopify. Inspect traffic evidence and choose how to respond.

FriendlyData
Infer SQL queries from plain-text questions and table headers.

Which is more popular?
Based on our record, WebDecoy should be more popular than mlsql. It has been mentioned 7 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | webdecoy.com | github.com |
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| Company | Startup from the United States · 1 - 9 employees · 2025 | — |
| Listed in |
In their own words, as submitted to SaaSHub.


WebDecoy helps developers and site owners detect automated traffic, inspect the supporting evidence and choose a protection policy. Available observations depend on the installed browser, server or edge integration. Capabilities include browser and request signals, hidden decoy links and honeypot...
No description of mlsql yet.
What each product offers, as listed by its team.


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


Overall verdict
Why this product is good
Recommended for
Overall verdict
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Walkthroughs and reviews on video.
WebDecoy Shopify Demo
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How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using WebDecoy and mlsql. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


Micro-tremor at 125Hz: Fair point... Low polling rate mice produce less granular data. It's weighted low and only contributes when data is available. Not a gatekeeper. CDP userGesture: true: Good catch. We detect CDP-specific artifacts... - Source: Hacker News / 8 months ago
You can also checkout https://webdecoy.com if you want to catch them behaviorally and with honeypots. - Source: Hacker News / 10 months ago
Check out https://webdecoy.com if you want to start tracking which AI bots are hitting your site. - Source: Hacker News / 11 months ago
I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being... Source: over 4 years ago
I found this great resource here: https://github.com/paulfitz/mlsql. Source: almost 5 years ago
When comparing WebDecoy and mlsql, you can also consider the following products.

Kasada is a security providing platform that works with cybersecurity and threat detection, which also work towards traffic management and mitigation solution for companies and web applications.
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SEON Sense Platform is a modular and AI-powered fraud detection software that deliver clear results with an automated, machine-driven workflow.
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FraudBlocker.com is a leading click fraud protection company. It's software is designed to help marketers reduce the amount of fraudulent, non-human based ad traffic to improve the quality of their leads and greatly improve their ad performance.
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The better, new standard to stop spam content.
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SwiftUI-powered macOS browser featuring native WebKit rendering, local AI using Apple MLX, adaptive tab hibernation, granular privacy controls, incognito mode, comprehensive keyboard shortcuts, ad blocking, secure password management, and built-in d…
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