Visionary plan feature

Citation Supply Chain Tracing

Trace every stat on your blog back to its primary source. Hop by hop, deterministic, no AI. Built into the LiquiChart claim workflow so every trace stays tied to content you actually track.

Citation tracing runs inside LiquiChart on claims you’re already monitoring \u2014 not as a one-off scanner on arbitrary URLs.

What Every Scan Tells You

Six things a link checker cannot.

Hop-by-Hop Tracing

Follow a stat from a blog post to its source, then to that source’s source, and so on — up to 10 hops — until the chain terminates.

Terminus Classification

Every chain ends in one of ten outcomes: primary source, paywalled, attribution-without-link, broken link, circular citation, value mutated, and so on.

Citation Depth Score

A single 0–100 number for the chain. Higher means closer to a primary source. Lower means you should probably not cite this.

Value Mutation Detection

Catches when a number drifts between hops — e.g. a 35% stat that became 37% somewhere in the chain because someone rounded.

Deterministic, No LLM

Pure HTTP + regex matching. No AI, no variance, no API cost. Every scan is reproducible.

Scheduled Retracing

On Visionary plans, a cron re-traces chains on a schedule so you see the day a primary source gets paywalled, removed, or updated.

How It Works

Tracing runs inside the claim loop. You add a URL, we extract the stats, and every claim gains a trace button.

1

Monitor a Source

Add any URL you cite to LiquiChart. We fetch the page, extract the data claims it makes, and keep an eye on it.

2

Approve the Claims

Every stat on the page becomes a trackable claim. You decide which ones matter enough to watch.

3

Scan the Chain

On any approved claim, click Scan Now. The tracer follows its source citation hop by hop and reports the terminus.

Citation Tracing vs. Link Checking

Link checkers test URLs. This tests citation chains.

FeatureLiquiChartLink Checker
Catches broken links
Catches "URL works, data gone"
Detects circular citations
Identifies paywalled chains
Reports primary-source depth
Re-traces on a schedule

Frequently Asked Questions

Track Every Stat You Cite

Start on the free plan, upgrade to Pro to monitor URLs, and unlock citation tracing on Visionary \u2014 scheduled retraces, hub alerts, dependency-tree view of every source.