Six tools, one job: keep your numbers true.

Polls, charts, monitored pages, claims, and Living Content look like a lot of moving parts. They are one loop, and you only ever touch the part you need.

Three layers, one closed loop

When a source changes, claims update. When claims go stale, content corrects. The loop closes, automatically.

ExtractRenderDetect driftRewrite
Sources
Polls · charts · URLs
Claims
Tracked numbers
Content
Prose · embeds
01
Sources

Your data stays connected

Polls collect first-party audience data. Charts visualize numbers that update on a schedule. Monitored URLs watch external sources for when they publish new numbers.

PollsChartsMonitored URLs
02
Claims

Numbers become tracked claims

A data point in your content becomes a claim with a lifecycle. When the underlying data shifts, the claim is flagged. When it's corrected, the claim is marked fixed.

StatisticalTemporalComparativeSource citation
03
Living Content

Your posts correct themselves

Living Content blocks detect when the data behind them changes, whether that's a poll, a chart, or a monitored source. When a linked poll moves, the paragraph rewrites itself; when a tracked claim drifts, a correction lands in your review queue to approve.

Prose blocksEmbedsAuto-updateApproval queue

Where does your number come from?

Polls

You don't have the number yet

Ask your audience and the answers become first-party data you own. Results roll up into trends over time, and you can embed the live poll anywhere.

Charts

You already have the data

Connect a spreadsheet or drop in a dataset and it renders as an embeddable chart that updates when the source changes. Six chart types.

Monitored pages

The number lives on a page you don't control

Point LiquiChart at an external source your content leans on, a report you cite or a competitor’s stats page. When that page changes, your claims know before your readers do.

Monitored pages

The number lives on a page you do control

Watch your own published posts too. When a number you stated drifts from the data behind it, the claim is flagged, so nothing on your own site goes stale without you knowing.

Where do I start?

There are only two ways in. Both end with one live number on one piece of content.

If you already publish

Start from a page you've already shipped

Run the content-health scan on a post that has numbers in it. It finds every claim, scores what is most likely to be stale, and you wire the riskiest one into a Living Content block. That single block is your first win.

Run a free scan
If you're making something new

Start from where your number comes from

Decide the source: ask your audience with a poll, drop in data you already have as a chart, or point a monitored page at a stat you cited. Then embed it as Living Content so it stays current on its own.

Make a free chart

Every piece, and its one job

The sidebar in the app is this list, grouped by where each tool sits in the loop. Nothing does two things.

Sources

Where your number comes from.

Polls

Ask your audience and own the result as first-party data.

Charts

Turn data you already have into a live, embeddable visual.

Monitored pages

Watch any URL, your own pages or the sources you cite, and catch it when a number moves.

Tracking

What's being claimed, and whether it's still true.

Content Health

Scan a published page and surface every statistic inside it.

Claims

Each statistic, tracked with a status so you know when it goes stale.

Experiments

Advanced: test a hypothesis against your own GSC and GA4 data.

Content

What your readers actually see.

Living Content

Text and charts that update, or flag for review, when data moves.

Pulse

One timeline of everything that changed across your content.

What it looks like for you

01
Newsletter writers

Your web archive keeps its benchmarks current, so readers who find an old issue through search see today’s numbers, not the day you sent it.

02
Real estate & market analysts

Market reports reflect new listings and rate changes, so a client reading last month’s recap still sees an accurate picture instead of a snapshot of a moving target.

03
B2B SaaS content

Your proprietary benchmarks refresh themselves, so a 2026 guide never cites a 2024 number and loses authority with the buyers you are trying to win.

04
Healthcare marketing

Outcome and cost-of-care benchmarks update from their source instead of living as static snapshots that rot between compliance reviews.

05
Ecommerce & retail

Buying guides reflect real-time demand and pricing, so shoppers on mobile see live numbers rather than a screenshot from last quarter.

06
Trade publications

Your annual benchmark report becomes a living surface subscribers return to every week, instead of a PDF that feels dead 30 days after launch.

07
SEO consultants

Client reports prove your wins live, so you stop rebuilding slide decks by hand and the dashboard never looks stale between sends.

08
Personal finance creators

Portfolio and market charts reflect the current state of your data long after you publish, so figures never go stale minutes after you hit send.

Questions, answered

Start with one live number.

Scan a post you have already published, or build a chart from scratch. No signup required.