Meta Description Quality Checker

How Meta Description Quality Checker works

Press Load model once: your browser downloads Gemma 3 1B instruction-tuned (web build) (728 MB) from this site and keeps it in its cache. Then add your text and press Check locally. The model runs on this device using your graphics card, so nothing you enter is sent to a server. Until the model is loaded, or if your device cannot run it, the tool falls back to a simple keyword check and labels the result as the fallback.

Gemma 3 1B instruction-tuned (web build) is a small open language model from Google. The tool sends it the instruction below plus your text, asks for a JSON answer with fixed fields, and shows each field as a card. It runs at temperature 0, so the same input gives the same answer on the same device, though different graphics cards can word it slightly differently.

Inputs longer than 6,000 characters are cut to that length before they reach the model, and the result says so. The model only sees what you paste: it does not look anything up.

The instruction also carries one worked example: the built-in sample with the answer the larger Gemma 4 E2B model gave for it. That example is what lets this smaller model follow the answer format reliably.

The instruction the model gets

You review one meta description for a search result. Check that it says specifically what the page offers, gives a reason to click (a benefit or what the reader gets), uses the target keyword or main topic naturally, and ends with or implies an action. Quote vague filler words (things, easily, helpful, everyone, best). If a target keyword is given, use it in the rewrite. Keep the rewrite to one or two short sentences and do not invent features, prices or numbers the text does not mention.

What it returns

• Verdict: Good, Needs work, or Rewrite, with one sentence on why.
• Problems: Each problem, quoting the words it applies to.
• Keyword or topic: Whether the target keyword or a clear topic appears, quoting it.
• Sharper version: A rewritten meta description of one or two short sentences.

Worked example

The model's output for the built-in sample, recorded on a desktop browser. Your run may word things slightly differently.

Target keyword: mortgage payoff calculator Meta description: Free calculator. Calculate things online quickly and easily with this helpful tool for everyone.

Verdict

Needs work

Problems

vague filler words: 'things', 'easily', 'helpful', 'everyone

Keyword or topic

mortgage payoff calculator

Sharper version

Use our mortgage payoff calculator to quickly and easily calculate your mortgage payoff. Start calculating now!

The model

The files are served from this site, versioned so a cached copy is never stale. Nothing is fetched from a third party while you use the tool.

You can switch models in the tool. Also available: Gemma 4 E2B instruction-tuned (web build) (2.0 GB). The larger language model gives more thorough answers but is a bigger download and needs a stronger device.

Gemma is provided under and subject to the Gemma Terms of Use found at ai.google.dev/gemma/terms.

Limitations

• Small language models make mistakes: they can miss an item, merge two, or state something more confidently than the text supports. Check the result against your input before you rely on it.
• It needs WebGPU and about 4 GB of memory, so it is offered on desktops and laptops, not on phones and tablets. Devices that cannot run it get the keyword fallback, clearly labelled.
• Results describe the input you gave, not the real-world situation behind it. Review them yourself before acting.

Good uses

• Triage SEO and digital marketing notes before deeper review
• Prepare consistent labels for repeat workflows
• Reduce manual sorting on small batches
• Keep sensitive drafts in the browser preview