Search-demand topics
Current search demand and the active question library show which buyer topics merit review.
KnitKnot keeps eligible Agent Versions current through a weekly review of demand, benchmark evidence, content gaps, verified activity, and the approved Fact Ledger.
Managed content can draw from the customer's existing page, approved company facts with receipts, and structured signals produced by KnitKnot. Raw third-party page text is excluded from the authoring context.
KnitKnot reads current demand, benchmark, content-gap, source, and verified activity signals before it selects a page. It proposes bounded changes, attaches a receipt to each claim, and runs machine-enforced checks before approval. A weekly review can end with no change.
Customers choose manual approval or automatic approval by workspace and page class. Automatic publishing requires a passing evaluation gate, a recorded change, and one-click rollback. In-place rewrites always require manual review.
Every published revision is immutable. A small active pointer selects the current version, so rollback changes the pointer without erasing history. A revoked or refuted claim takes a priority strip path instead of waiting for the next weekly cycle.
KnitKnot enforces six rules: claims need support, human content is never withheld, keyword stuffing and fake freshness are blocked, every change is attributable and reversible, revoked claims take the fast removal path, and each revision class must pass its evaluation gate before automatic publishing is permitted.
Raw mirror of this content: https://knitknot.ai/product/managed-agent-content.md. Site-wide summary: /llms.txt · full content: /llms-full.txt
KnitKnot reviews search demand, negative-sentiment gaps, co-cited targets, and approved facts after each eligible benchmark. Material changes become checked revisions built from your Fact Ledger and published under your policy.
Managed revision
Diagnosis, writing, review, and publishing stay connected.
Demand, benchmark gaps, and verified activity set the review scope.
The page, approved facts, and structured signals form the packet.
KnitKnot authors a bounded revision against the current page hash.
Every claim, link, number, and locator must pass.
The workspace policy decides who can release it.
An immutable version becomes the active agent page.
A review can end with no change. KnitKnot keeps the current version active when the evidence is unchanged, too thin, or outside the page's scope.
They can set the topic, urgency, or evidence target. They cannot introduce an unsupported claim.
Current search demand and the active question library show which buyer topics merit review.
Repeated objections, inaccuracies, and losing answers identify a representation gap to investigate.
Pages repeatedly cited beside the answer reveal the proof environment the revision must address.
Current-page substance and Fact Ledger receipts define the claims the hosted page is allowed to make.
Choose a fact to see its value, origin, receipts, and the managed pages that use it.
Company facts / Approved
Approved value
Available on Enterprise plans
Origin page
/docs/security/sso
Last reviewed
Current cycle
Supporting receipts
Used by managed pages
A revoked fact can be traced to every dependent revision. A missing receipt blocks the claim before publish.
Open the Fact LedgerReviewers see the changed copy beside the records that support it.
proposal p-084 / access-control correction
7 checks passedAdded claim
Enterprise plans include SAML SSO and role-based access control.
Base page
hash current
Locator
Matched
Claim support
Passed
Every release keeps its evidence, approval, and status. Choose a version to inspect the record.
Release history
Added two approved facts to the enterprise security page.
Rollback moves the active pointer.
It does not erase the newer release or rewrite the audit history.
A claim without an approved record fails the compile.
The agent version adds supported content without withholding the human page.
Dates change only when the content changes.
The release records who changed what, why, and under which policy.
Dependent content is stripped without waiting for the scheduled cycle.
Each eligible revision class must pass its evaluation gate.
Start with the record
Freeze the baseline, choose the first hosted pages, and review an evidence-backed revision with its receipts attached.
Question → evidence → next evaluation