Publish content once.
Keep it accurate forever.

LiquiChart tracks the claims in your content, watches the sources they depend on, and rewrites the prose when the numbers move.

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<LivingChart id="dev-work-2026" />
What work arrangement do developers prefer?
Prose around it

According to a current poll of developers, remote-first arrangements lead at 44%, ahead of hybrid at 35%.

Source events
0sNew vote · "Remote-first"
4sTrend recalculated · monthly
8sInsight regenerated
12sClaim "leads at 44%" updated

Your blog has stale data right now

Every statistic, benchmark, or percentage is a claim, a verifiable assertion that can go stale. Most teams have hundreds of blog posts. Each contains 5 to 10 claims like these.

yoursite.com/blog/2023-industry-benchmarks
ClaimStaleness Risk

"The average email open rate across all industries is 22%"

"73% of B2B buyers prefer self-service purchasing experiences"

"Remote work adoption has reached 58% across knowledge workers"

"SaaS companies should target churn rates between 5-7% annually"

"Google holds 92% of the global search engine market"

"The average cost per click on Google Ads is $3"

Hit "Scan Post" to see what LiquiChart finds.

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 · pages
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 pages watch external sources for when they publish new numbers.

PollsChartsMonitored pages
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

A new kind of paragraph.
It keeps up.

Drop a <LivingBlock> anywhere in your CMS. Bind it to a claim. When the data behind it shifts, the block rewrites itself: your number stays accurate, your prose stays graceful.

Always shows the latest
Refreshes continuously, so readers see the current number.
Re-writes the prose, not just the digit
When a leader flips, the verb flips. When a gap narrows, the qualifier softens.
You stay in control
Every update lands in a review queue. See the diff, then approve before it goes live.

Introduction

Value Change

38%44%

Remote-first now leads at 3844%, ahead of hybrid by 29 points.

Content that gets stronger with age

Most content peaks at publish and decays from there. With LiquiChart, every post gains accuracy and authority with every passing month.

Scan, create, embed

Scan your blog for stale claims. Create a poll or chart. Embed it in your next post with one line.

Yes62%
Maybe25%
No13%

Patterns emerge

Trend data accumulates across periods. AI detects shifts in your data and generates insights. Living blocks activate.

Jan+35pp YoY ↑

Maintenance disappears

Posts update themselves when data changes. Monitored pages detect when sources publish new numbers before you do.

"…hybrid led our poll at 38%."
"…remote-first now leads at 44%."

Your content is the source

Trend data no competitor can backdate. Years of first-party data become an index only you own, and Living Content keeps the prose around it current.

2023First-party

Built for teams who treat numbers as content

Publishers

Refresh evergreen posts without combing every paragraph.

Marketers

Run polls that double as proprietary research, and as content.

Analysts

Own a long-running benchmark instead of citing someone else's.

Your best blog posts are getting less accurate every day

The publishers who win the next ten years won't be the ones who write more. They'll be the ones whose claims stay true.