Context Rot Is Invisible Until It Ships
Websites change, pricing moves, positioning evolves, and the documents feeding your content quietly fall behind. Every generated piece inherits the staleness, confidently.
Nobody schedules a context audit. The gap only becomes visible when something wrong gets published, which is the most expensive possible moment to find it.
3 Ways It Watches
2 run continuously in the background. The 3rd runs whenever you ask for it.
Your web-sourced pages get re-fetched and compared with what the library holds. Only meaningful changes surface, a moved price or a rewritten claim, never scraping noise.
Every new or edited item is checked against the rest of the library. A contradiction surfaces the moment it enters, not months later in a draft.
The full physical, on demand. Every item in the library is checked for freshness, conflicts, and coverage in 1 pass.
Fixes, Not Findings
Every issue arrives with the correction already drafted. You review a side-by-side diff, accept it in 1 click, or open the editor to adjust it first.
Nothing waits on a generation. The moment a finding reaches you, the fix is sitting next to it.
Weighed, Not Just Flagged
When 2 sources disagree, the system weighs recency, source authority, and cross-item agreement to decide which side is likely current.
It frames its confidence honestly. A clear case says so, and a close call says that too, so you know where your judgment is actually needed.
The Same Engine, Pointed at Your Content
Everything above keeps the library honest with itself. Point the same checks at the content you produce and you get Content Grounding: every claim in a draft verified against this same library.
Content GroundingCheck every factual claim in a document against your library, and update either side in 1 click. View capability Included With Command
Context Intelligence is a Command plan capability. It runs in the background, always on and never metered, and it never draws from your Studio Credits. Reading your context is always free.
A library that stays worth trusting.
3 Capabilities, 1 Living Context Layer
Marcora keeps your context assembled at generation time, verified against what you publish, and current between drafts.
The library keeps itself healthy, automatically.
Stop Auditing. Start Reviewing
Connect your sources and let the library tell you what needs attention.
Frequently asked questions
Does it change my context without approval?
No. Every finding waits for review with its fix drafted. You accept it, adjust it in the editor, or dismiss it. Nothing lands in the library on its own.
What does it actually watch?
Web-sourced pages are re-fetched and compared with what the library holds. New and edited items are checked against the rest of the library as they arrive. A health audit covers the whole library whenever you run 1.
Does it use my Studio Credits?
No. Context Intelligence is always on and never metered on the Command plan. It never draws from your credits.
How is this different from Content Grounding?
Same checks, opposite direction. Context Intelligence watches the library itself, continuously. Content Grounding checks a document you produce against that library, on demand. Together they close the loop between what you know and what you publish.
