Keep the Data in Your Content Accurate Automatically

When your numbers change, your blog posts update themselves.

Your Blog Has Stale Data Right Now

Every statistic, benchmark, or percentage in your content is a claim: a verifiable assertion that can go stale.

yoursite.com/blog/industry-benchmarks
3 of 5 at risk
ClaimStatus

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

Stale

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

Current

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

Stale

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

Stale

"Google holds 91.5% of the global search engine market"

Current

Most teams have hundreds of articles. Each contains 5–10 claims like these. When was the last time you checked them all?

LiquiChart fixes this with three connected layers.

Sources. Claims. Living Content.

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

01Sources

Your Data Stays Connected

Create polls that collect first-party audience data. Connect Google Sheets so your charts refresh on schedule. Monitor external URLs so you know when a source you cited publishes new numbers.

02Claims

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 as stale. When you or the system corrects it, the claim is marked as fixed. Nothing slips through.

03Living Content

Your Articles Correct Themselves

Living Content blocks in your articles detect when the data behind them changes and adjust the text to match. If a poll leader flips, the paragraph rewrites. If a benchmark shifts, the number updates. You approve or let it run.

Content That Gets Stronger With Age

Most content decays after you publish it. With LiquiChart, every article you publish compounds in accuracy and authority over time.

Scan, Create, Embed

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

Patterns Emerge

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

Maintenance Disappears

Articles update themselves when data changes. Monitored pages detect when external sources publish new numbers before you notice.

Your Content Becomes the Source

Trend data that no competitor can backdate. Other publishers reference your benchmarks. The consensus network verifies your claims.

Your Best Articles Are Getting Less Accurate Every Day

LiquiChart keeps your data fresh and your claims accurate after you hit publish. Start free, no credit card required.