Concrete recommendations to make this page more original and accurate.

Paste a URL. We read the page and hand back a prioritized list of improvements: polls worth running, charts worth building, citations worth fixing, claims worth monitoring.

What a recommendation actually looks like.

Not a score to interpret. Four kinds of improvement, each tied to a sentence on your page.

Run a poll

Where the page leans on a borrowed statistic, we flag the sentence and suggest the question that would replace it with your own audience data.

Build a chart

Numbers stated in prose are easy to skim past and impossible to cite. We point at the figures that deserve to be a visual others can reference.

Fix a citation

Claims with no source, sources that 404, and reports that have since published newer numbers. Each one comes back as a specific fix.

Monitor a claim

Some numbers are accurate today and wrong next quarter. We mark the ones worth watching so the page can tell you when it needs an update.

Scan, prioritize, improve.

1

Paste a URL

Enter any published page. We fetch it, read the text, and extract every statistic, dated reference, and sourced claim on it.

2

Get recommendations

Each finding becomes a concrete improvement, ordered by what would move the page furthest: original data first, then attribution, then freshness.

3

Act on them

Sign up to run the poll, build the chart, fix the citation, and keep the page monitored so it stays accurate after you publish.

A checklist tells you what to look for. This tells you what to change.

Reading your own post again surfaces typos. It does not surface the statistic you borrowed that you could have measured yourself.

FeatureLiquiChartManual Review
Names the exact sentence to improve
Suggests original data to replace borrowed stats
Checks every cited source is still live
Free to start
Scales to 100+ posts
Keeps the page accurate after you publish

Content optimizer FAQ

Every page has a better version.

Scan any URL for free. Sign up to act on the recommendations and keep the page accurate after you publish.