A password that feels personal can still be a template. A word, a year, a capital at the front, a few digits at the end. SeerTrace reads that pattern in the popup and labels it Weak, Moderate, or Strong.

Why the pattern matters

People choose passwords they can remember. Guessers look for the same shapes: a name plus a year, a season plus a symbol, a keyboard walk.

snake2019 feels like yours. To a guesser it is a word and a year. SeerTrace is a creation-time check. It does not recover passwords, and it does not try logins.

The candidate is scored on this computer. It is not sent to Seerror, and it is not kept after the popup closes.

12,946,465
Labeled passwords
4,081,193
Weak
2,808,428
Moderate
6,056,844
Strong

That is the set the AI learned from. Duplicate strings were removed so the same password could not sit on both sides of the split and make the score look better than it is. After learning, the model is packed inside the extension. The check itself is offline: it does not call Seerror, OpenAI, or any other server, and it needs no network connection.

This AI is unique to SeerTrace. It is not a length-and-symbol checklist. The model learned those 12,946,465 examples, and it scores the password on this computer.

How the score is made

Four steps. One label.

The password stays in the popup. The packaged model votes, and the dial shows the winning class.

Step 01
Character chunks
The candidate is split into groups of one, two, and three characters.
Step 02
Weighted pattern
Those chunks are looked up in the model vocabulary and weighted. Common letters matter less than a specific pattern.
Step 03
Tree vote
A forest of decision trees walks the pattern and votes Weak, Moderate, or Strong.
Step 04
The dial
The winning label is shown on the watch face. Red, amber, or green. Nothing is uploaded.
How It Works

Open the popup. Read the dial.

No account. No sign-up. The score is ready when the model packed with the extension has loaded.

1
Open SeerTrace
Click the toolbar icon. The dial waits on this computer.
2
Type a candidate
The field stays in the popup. Show and Hide only change what you see.
3
The model votes
Character patterns run through the trees shipped in the extension.
4
Read the label
Weak, Moderate, or Strong. Close the popup and the candidate is gone.
What the dial shows

A template and a mixed pattern

Easy pattern
snake2019
A word plus a year. The dial is built to call this kind of shape Weak.
Harder pattern
A longer mix of words, symbols, and digits that does not follow one template.
The same model can label that Strong. Strong is an estimate, not a promise that the password is unique or uncompromised.
The Seerror Promise

A strength check that does not take the password

We do not sell the candidate because we never receive it.

🔒
Stays here
Scored only in this popup, on this computer.
📡
No score server
The model file is part of the extension.
📊
Not stored
Closing the popup drops the candidate.
👁️
No page access
SeerTrace does not read the sites you visit.
The Full Arsenal

SeerTrace sits with the other extensions

One list. Browser tools from Seerror. SeerTrace is the password-strength check.

  • 💬SeerrazeLIVE
  • 🧩SeerguardLIVE
  • 🛡️SeertrapLIVE
  • 📄SeerSignLIVE
  • 🌐SeerveilLIVE
  • 🧠SeermindLIVE
  • ◎SeerTraceYOU ARE HERE
Get the strength checker
Add to Chrome — It's Free
Chrome Web Store. Offline. The password stays on this computer. Unpacked zip · Privacy policy