AI detection and writing verification built for schools and editors

ML-based phishing detection straight from the URL

This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, Pescatore (chromewebstore.google.com) is an AI platform indexed under AI Detector generating 0 monthly visits with a month-over-month traffic delta of +0 (0.0%). Its primary geographic market is Global (— traffic share), and it operates on a Free pricing model. Top competing alternatives by monthly volume include GPTZero (23.25M visits/mo), Backgrounder (19.97K visits/mo), Detecting-AI.com (505.15K visits/mo).
silent guardian for shady links
lightweight url checker that actually works
nice peace of mind without slowing down browsing
wished it had more visual alerts for blocked sites
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
Classifies a website as potentially malicious by running machine learning over features extracted from its URL, rather than by scanning page content.
The model draws on as many as ten different characteristics of the address string to reach its verdict, giving a broader signal than a simple blocklist lookup.
The extension states it does not read or use text, images, or other content from the websites you browse, keeping its analysis limited to the URL.
Installs directly from the Chrome Web Store and works in Chromium-based browsers, with no account or payment required.
The download is under one megabyte, so it adds a minimal storage and resource burden to the browser.
Pescatore is a lightweight, free security add-on for Chromium-based browsers such as Chrome and Edge. Its purpose is simple: while you browse, it inspects the address of the page you are on and reports whether that URL shows signs of phishing or other malicious intent. The detection logic is built on machine learning and draws on roughly ten distinct features taken from the URL string itself, so the check works even before a page has fully rendered.
A distinguishing design choice is that the extension deliberately ignores page content. It does not read text, images, or other material from the websites you visit in order to make its decision, which keeps the analysis narrow and focused on the address bar. The extension is distributed through the Chrome Web Store under version 1.24.1, is a small download, and is published in English by an independent developer who also hosts the source code and support channel on GitHub.
Pescatore is best understood as a free, community-style utility rather than a commercial security suite. It is aimed at individual users who want a second opinion on a suspicious link without installing a full endpoint protection product. Ratings on the store listing are positive, though the user base is modest, and updates should be expected to be infrequent given the small independent project behind it.
Get a quick read on a link or landing page you do not recognize before entering credentials or payment details.
Supplement built-in browser warnings with an independent URL-based check that does not profile the pages you read.
Use a detection tool that operates on the address alone, so the text and media of the sites you visit are not analyzed.
Inspect a real, openly hosted example of a machine-learning phishing classifier implemented as a browser extension.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Monthly Visits | MoM Growth | Direct traffic share | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | Pescatore | 0 | — | — | Free | Current |
| 1 | GPTZero | 23.25M | +32.5% | 32% direct | Freemium, Paid | vs GPTZero |
| 2 | Backgrounder | 19.97K | +151.6% | 40% direct | Freemium, Free | vs Backgrounder |
| 3 | Detecting-AI.com | 505.15K | +493% | 15% direct | Freemium, Paid | vs Detecting-AI.com |
| 4 | CareSquad AI | 0 | — | — | Freemium | vs CareSquad AI |
| 5 | AI PhishNet | 0 | — | — | Freemium | vs AI PhishNet |
| 6 | MyDetector | 534.48K | +1.1% | 16% direct | Free | vs MyDetector |
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