You embed an auto-updating chart in your blog post. The chart is fresh. But the paragraph below it still quotes last quarter's numbers. Readers see the contradiction. Search engines index the stale claim. You don't notice until someone emails you about it.
Living Content blocks are linked to your polls and charts. When the underlying data shifts — a poll leader changes, a metric crosses a threshold, a claim goes stale — the text evaluates its conditions and switches to the right variant. No manual rewrite. No publish cycle.
Start wherever you are. Let the system grow into full automation over time.
Proactive
Write conditional variants upfront. "If React leads by more than 30%, show paragraph A. If it's a close race, show paragraph B." Hysteresis buffering prevents flip-flopping on small margins.
Reactive
The system monitors your article for stale claims. When it detects drift between what you wrote and what the data shows, it proposes a specific text correction. You approve before anything changes.
Hybrid
Reactive corrections graduate into proactive variants over time. The article accumulates more self-updating blocks with each correction cycle. Less human intervention, more automation.
This is the variant editor inside the Living Content wizard.
Every year, we survey frontend developers about the tools they use in production. The results shape hiring decisions, training budgets, and technology bets across the industry.
The 2026 Frontend Framework Poll is collecting responses. With {{totalVotes}} votes so far, results are still emerging — check back as the data develops.
The full methodology and raw data are available in the appendix below. All vote counts update in real time as new responses arrive.
Link it to a poll, chart, or external claim. The block inherits the data source.
Define 2–5 text variants with threshold triggers. "If Option A leads by more than 10 points, show this version."
Paste the embed code into WordPress, Ghost, Webflow, Notion, Contentful, Sanity, or Shopify.
When the underlying data shifts past your threshold, the block evaluates conditions and switches. Readers see the current truth.
8 Condition Types
Poll leader changes, vote thresholds, archetype shifts, chart metric changes, trend reversals, claim staleness, confidence crossings, and stability signals.
CMS Injection
WordPress, Ghost, Shopify, Webflow, Contentful, Sanity, and Notion. Paste the embed code and the block renders inline.
Hysteresis Buffering
Prevents flip-flopping on small margins. A variant switches only after the threshold holds through a stability window.
Reader Transparency
Readers can see "Why am I seeing this?" — a plain-language explanation of which condition triggered the current variant.
Claim Monitoring
AI extracts claims from your prose, links them to data sources, and checks weekly for drift. Stale claims surface as recommendations.
Agentic Flywheel
Over time, reactive corrections graduate into proactive variants. Articles accumulate automation. Less human intervention per cycle.
When a poll's leader changes, a chart refreshes, or a claim goes stale — Living Content evaluates its conditions and switches variants.
Your charts update. Now your text can too. Start free, no credit card required.