Workspace contextCompany, product, ICP, market and competitor context that every research run inherits.
Private alphaResearch goals and plansA goal becomes a bounded set of tasks and queries instead of one giant prompt.
Private alphaLive retrieval and sourcesRetrieved pages are normalised and de-duplicated into stored sources with provenance metadata.
Private alphaAtomic claimsSources become single-proposition claims linked to the evidence behind them.
Private alphaContradiction visibilityEvidence can support, contradict or contextualise a claim; disagreement is preserved.
Private alphaInsightsInterpretations synthesised from stored claims, with confidence and freshness metadata.
Private alphaHuman reviewApprove or reject insights and actions before they are reused or exported.
Private alphaWatchlistsCompetitor, customer, market and topic watchlists made of public pages and search queries.
Private alphaChange detectionEach check is compared with the last stored snapshot; only real differences become candidates.
Private alphaScheduled checksDaily or weekly re-checks, plus run-now. Scheduling needs a cron trigger on self-managed deployments.
Private alphaHistorical snapshotsObservations are kept, so you can see how a page changed rather than only its latest state.
Private alphaSignalsDetected pricing, product, positioning, customer and market developments, each with evidence, confidence and importance.
Private alphaSignal triage and promotionAcknowledge or dismiss a signal, or promote it to a draft insight for review.
Private alphaMention-volume trendsA jump in new sources matching a watchlist is raised as a trend signal.
Private alphaBriefsDaily, weekly, monthly or on-demand digests: what happened, why it matters, what to do.
Private alphaAsk from stored evidenceQuestions answered from the workspace's own claims, insights, signals and sources, with citations.
Private alphaTime-aware and gap questions“What changed this week?” and “What don't we know yet?” answered from stored state.
Private alphaAsk to actionTurn an answer that rests on approved insights into a positioning, campaign or battlecard draft.
Private alphaEvidence-linked actionsPositioning, campaigns, content, battlecards, outreach, product opportunities and reports.
Private alphaIntelligence graphOne shared lineage from sources to outcomes; trace any signal, insight or action both ways.
Private alphaOutcome trackingRecord what happened after an approved action; counts by action type show what has worked.
Private alphaMarkdown and JSON exportTake approved intelligence out of the workspace.
Private alpha