Publish content once.
Keep it accurate forever.

LiquiChart tracks every claim in your content, watches every source it depends on, and rewrites the prose when the numbers move.

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<LivingChart id="dev-work-2026" />
Live · what work arrangement do developers prefer?
100 votes
Remote-first+1.743.8%
Hybrid-0.835.1%
Office-only-1.017.2%
No preference+0.13.9%
Source: poll #143Updated just now
Prose around it

According to a current poll of developers, remote-first arrangements lead at 43.8%, ahead of hybrid at 35.1%.

Source events
0sNew vote · "Remote-first"
4sTrend recalculated · monthly
8sInsight regenerated
12sClaim "leads at 43.8%" 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
ClaimStatus

"The average email open rate across all industries is 21.5%"

"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 91.5% of the global search engine market"

"The average cost per click on Google Ads is $2.69"

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 · sheets · URLs
Claims
Tracked numbers
Content
Prose · charts
01
Sources

Your data stays connected

Polls collect first-party audience data. Google Sheets refresh on a schedule. Monitored URLs watch external sources for when they publish new numbers.

Polls & formsGoogle Sheets / CSVURL monitorsManual claims
02
Claims

Every number gets tracked

Each 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. Nothing slips through.

StatisticalTemporalComparativeSource citation
03
Living Content

Your posts correct themselves

Living Content blocks detect when the data behind them changes and adjust the text to match. When a poll leader flips, the paragraph rewrites itself to keep up.

ChartsProse blocksAuto-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.
Stable · synced with source
v.1.4
Before · 2 hours ago

In our latest poll, hybrid arrangements narrowly lead at 38.4%, edging out remote-first by just 2 points.

+After · just now

In our latest poll, remote-first arrangements lead at 43.8%, ahead of hybrid by 8.7 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.

Day 1

Scan, create, embed

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

Poll #001 · 1,247 votes
Yes62%
Maybe25%
No13%
Month 3

Patterns emerge

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

Trend · 12 periods
Jan+35pp YoY ↑
Month 6

Maintenance disappears

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

Living block · v.3
"…hybrid led our poll at 38.4%."
"…remote-first now leads at 43.8%."
Updated · poll leader flipped
Year 1+

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.

Your index · 3 years of data
2023First-party · can't be backdated

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.