Product Knowledge

Give Autopilot the product knowledge to write like your team.

Start with a website, product description, approved links, or private documents. Blogged grounds autonomous research and writing in supported product and market evidence while keeping public sources and non-citable documents distinct.

Ground your Autopilot See how grounding works

Source-bound facts Visible freshness Automatic conflict isolation

app / knowledge / product Healthy

Entities

Blogged

18 facts · 6 sources

Competitor A12

Competitor B9

Knowledge health96%

Product entity

Blogged knowledge ledger

17 eligible facts

AssertionProvenanceStatus

Publishes to custom domains Official docsVerified

Supports lead capture forms Product pageConfirmed

Professional plan pricing Pricing pageRefresh due

Evidence
6 official sources

Freshness
1 stale fact

Governance
0 open conflicts

Know the product

Reuse your product description, ICP, positioning, voice, and source-bound facts.

Track the market

Keep every competitor inside its own evidence boundary.

Trust the input

See provenance, status, freshness, and conflicts.

Ground the workflow

Give research and drafting eligible context, not invisible memory.

A governed context pipeline

From official pages to usable knowledge, with the decisions visible.

The Knowledge Engine does not treat a crawled page, an extracted claim, and a publishable fact as the same thing. Each stage earns its way into the workflow.

01
Official sources
Canonical product, documentation, integration, and commercial pages.
02
Bounded facts
Individual assertions with entity, facet, excerpt, status, and provenance.
03
Eligibility controls
Freshness, verification, conflict, and ownership determine what can flow.
04
Grounded workflow
Eligible context supports research, drafting, linking, and editorial review.

Product & market context

Give the model the context only your company can provide.

Generic models know categories. Your knowledge bank adds the product-specific layer: supported capabilities, positioning, pricing, limits, competitors, and the search intent that connects the market to the product.

Product facts

Keep features, positioning, integrations, pricing, and limits attached to your product entity.

Competitor facts

Separate each vendor and support comparison claims with its current official evidence.

Keyword knowledge

Preserve intent, discovery source, and available demand context beside product evidence.

Explore product context

Context coverage

What the workflow knows

Capabilities

8 verified

Stable

Integrations

5 verified

Stable

Pricing & limits

3 facts

Review every 7 days

Competitors

2 entities

Source-bound

Keywords

42 entries

Intent tagged

Unresolved gaps

Needs evidence

Evidence & grounding

See why a fact is available, not just what it says.

Every reusable assertion keeps a traceable relationship to an entity and source. Verification, quality context, and eligibility stay inspectable before downstream workflows use it.

Explore sources & verification

Official source ledger

Canonical URL, page type, excerpt, latest fetch, HTTP status, and verification window.

Fact-level verification

Assertion, facet, entity, state, quality context, expiry, and human confirmation.

Bounded generation context

Only supported, current, non-conflicted knowledge becomes eligible for reuse.

Verified evidence grounds the autonomous draft. Review remains available for sensitive or exceptional claims.

A verified internal fact is not automatically a reader-facing citation or permission to publish. The Editor keeps source review and the final decision explicit.

See citation review

Freshness & governance

Product knowledge needs a lifecycle, not a permanent-memory promise.

Fast-changing facts expire sooner, contradictions become review tasks, and refresh work remains observable from queue to completion.

Freshness monitoring

Apply verification windows by volatility and expose stale facts before reuse.

Last successful ingest
Next refresh date
Stale-fact count

Conflict resolution

Withhold contradictory values until a reviewer compares the sources and records a choice.

Competing assertions
Source-by-source review
Resolution trail

Controlled refresh

Refresh one entity, add an official source, or queue a complete bank update.

Entity refresh
Source additions
Ingestion history

Explore freshness & governance

Complete Knowledge Engine

Nine controls. One accountable context layer.

Nothing important is tucked behind a vague “AI knowledge” label. Explore the exact context, evidence, and governance controls available to the workflow.

9 inspectable controls

Product context

Give every draft specific, reusable knowledge about your market.

Product factsReuse your product description, ICP, positioning, capabilities, pricing, and limits.Competitor factsReview relevant competitors and keep comparisons tied to current official evidence.Keyword knowledgeKeep search intent and discovered keyword context in one ledger.

Evidence & grounding

Connect reusable facts to the exact sources that support them.

Sources & documentsKeep public web evidence and private customer documents under distinct reuse rules.Verified factsReview assertions with status, quality, provenance, and expiry.Grounded generationGive research and drafting bounded, verified company context.

Freshness & governance

Keep stale or contradictory knowledge out of unattended workflows.

Freshness monitoringApply verification windows based on how quickly a fact can change.Conflict resolutionWithhold contradictory values until an accountable choice is recorded.Controlled refreshRefresh one entity, add an official source, or update the full bank.

Knowledge meets Editor

Carry product evidence into the place where publishing decisions happen.

The knowledge bank supports product-aware research and drafting. The Editor turns that context into a reviewable article with source, search, linking, visual, conversion, and revision controls.

Explore the Editor

Knowledge → Editor handoff

Eligible product context

Fresh, supported, non-conflicted

Research & draft

Specific claims with evidence paths

Editorial review

Sources, citations, links, and final judgment

FAQ

Questions about the Knowledge Engine.

Clear answers about inputs, verification, freshness, grounding, and editorial control.

What is the Blogged Knowledge Engine?

The Blogged Knowledge Engine is a governed context layer for SaaS content. It organizes product, competitor, keyword, and source knowledge into bounded facts with provenance, verification state, freshness, and conflict controls.

How does the Knowledge Engine improve AI-generated content?

It supplies research and drafting workflows with eligible company-specific facts instead of relying only on a general model's memory. This helps content become more specific while keeping evidence and limitations available for editorial review.

Where does Knowledge Engine information come from?

Knowledge can be built from a product description, approved public web sources, private uploaded documents, competitor research, keyword context, and decisions made by authorized workspace members. Public evidence and private documents retain distinct citation and reuse rules.

How does Blogged keep product facts current?

Facts and sources receive verification windows based on how quickly they can change. The workflow surfaces stale records, supports entity or full-bank refreshes, and withholds unresolved contradictions from eligible generation context.

Does a verified fact publish automatically?

Verification only makes a fact eligible as internal context. Assisted posts still wait for human review. Full Autopilot can publish only after its approved Content Direction and governance checks pass.

Ground every autonomous post in verified product evidence.

Start from your SaaS URL and official sources. Blogged turns them into reusable context for autonomous research, writing, and SEO/GEO publishing.

Ground your Autopilot Explore product context