A journalist covering housing
Watches: Chris Bishop, “housing affordability,” Stuff, RNZ.
Watchlists for MPs, topics, and sources. A daily email tracking the rolling 7-day picture against a 4-week baseline — not overnight predictions, just measured week-on-week shifts. 12 weeks of history so you can see how the story built.
Why this matters. Urgency framing supports intervention narratives and is being adopted by opposition actors.
Why this matters. Two opposition MPs have adopted the new phrasing this week. Coverage is leading discourse.
Watches: Chris Bishop, “housing affordability,” Stuff, RNZ.
Watches: cost of living, coalition tension, opposition MPs.
Watches: their local MP, “three strikes,” “rates.”
Where OpenBrief Pro is today. Watchlists, on-page alerts and the 12-week archive are live on /pro/dashboard. The watchlist digest is opt-in — choose daily or weekly in account settings, with per-item sensitivity tuning so you can mute a noisy MP without muting the topic. One-click unsubscribe in every email. We’d rather ship no alert than the wrong one.
A topic, MP, or source breaks out against its own trailing baseline. Minimum base counts so a quiet topic going from 0.8 mentions to 12 doesn’t fire as a 1500% spike. You can tune sensitivity per watchlist item.
The phrasing on a tracked topic moves — new alias adopted, stance distribution tilts critical, two MPs use the new term in the same week. We log the term chain so you can see how the language shifted, with sources.
Cross-corpus correlation between commentary and mainstream press flips on a tracked topic. We use Pearson r over a 12-week window with a minimum r threshold so noisy correlations don’t fire.
A tracked MP files a new pecuniary entry, gives a Hansard speech on a tracked topic, or attends a ministerial diary meeting. A tracked source publishes new coverage on a tracked keyword. No threshold — just “something new in the public record on what you watch.”
Get notified when a story is breaking in discourse before it hits the mainstream press.
Watchlists on MPs and beats. Daily email tracking the rolling 7-day shifts against a 4-week baseline. Lead-lag between commentary and press so you can see a story building.
Track narrative risk around live policy. Get alerted when framing shifts on the topics you own.
Alias-drift detection on a topic. First-use stamps when an MP adopts a new phrase. Every claim links back to the source.
Watch the topics, MPs, and outlets that matter to your client. Get told when something moves.
Per-outlet coverage spikes. Stance and framing shifts. A weekly summary you can paste into a client report.
Set watchlists on long-running topics. Get a weekly digest of what changed, with every claim sourced.
12 weeks of history on OpenBrief Pro; the full archive on Enterprise. Pearson-r lead-lag, topic co-occurrence, alias chains. API and MCP access on Enterprise.
This is the kind of shift OpenBrief Pro alerts you to.
The framing-drift detector fired on April 27. Anyone with “cost of living” on their watchlist would have seen the shift surfaced on the dashboard that morning — six days before the third term landed in mainstream coverage.
See what’s happening now.
Get told when something moves.
For newsrooms, agencies, and research teams.
Each claim, sparkline, and shift detection links to the underlying records. We do not paraphrase quietly.
We do not score politicians or assign sympathies. The system reports what is happening in the conversation, not what it thinks of it.
Hansard, Beehive press releases, RSS feeds from 14 outlets, and public discourse on identifiable platforms. No private data, no scraping behind paywalls.
Generated text is capped at two sentences, anchored to specific data points you can click through, and one-click correctable from every page it appears on.