Implemented Product Workflow
Built for repeatable
content operations
ContentForge is a structured workflow system for teams that need matrix generation, section drafting, internal linking, publishing, and refresh controls in one place.
The Data-to-Publishing Pipeline
IN
Seed Data
Keywords / Entities
CF
ContentForge workflow
Matrix rulesSection draftingPublish queue
OUT
WordPress
Optional publish notifications after sync
Content operations work better when the workflow is explicit
1A manual content workflow
- 01Keyword research, briefs, drafting, editing, and publishing each happen in separate tools.
- 02Every page requires repeated coordination between writers, editors, and CMS operators.
- 03Status tracking lives in spreadsheets or chat instead of one workflow state.
- 04Internal links, publish history, and refresh timing are easy to lose once volume grows.
- 05Quality review becomes harder because the system does not preserve section-level context.
2The ContentForge workflow
- 01Generate matrix combinations from reusable entities, audiences, and modifiers.
- 02Draft section-based content with provider-backed models and editable templates.
- 03Run jobs in the background so larger batches do not depend on a browser tab staying open.
- 04Push approved pages to WordPress and preserve publish history in the app.
- 05Schedule refresh windows and rebuild selected sections when pages need updates.
M1
Keyword Matrix Generator
Stop tracking combinational keyword ideas by hand. The matrix engine connects seed entities, verticals, and modifiers so teams can generate consistent page candidates from reusable inputs.
[Intent] + [Audience] + [Feature]
CRM for Dentists with SMS marketing
CRM for Plumbers with SMS marketing
and more combinations from the same rule set
CRM for Plumbers with SMS marketing
and more combinations from the same rule set
Variables (X)
x
Variables (Y)
=
Outputs
Dentists
Plumbers
CRM
Invoicing
Rules
Reusable inputs
M2
Multi-step AI drafting
Generic LLMs often blur outline planning and drafting together. ContentForge separates those steps so structure, section drafts, and final assembly can be reviewed more deliberately.
- 01Structure planningDesign a structured outline and section plan that the rest of the workflow can reuse.
- 02Section draftingDraft sections against that structure so editors can revise specific blocks instead of rewriting an entire page.
engine.worker.ts
const generateProgrammaticPage = async () => {
// 1. Plan the outline
const outline = await planner.designSchema(keyword);
// 2. Draft sections in parallel
const sections = await Promise.all(
outline.map((section) => writer.draftSection(section))
);
// 3. Assemble and link
const finalHtml = assemble( sections, internalLinks);
return finalHtml;
}
M3
Semantic internal linking
Interconnected pages are easier to navigate and maintain. ContentForge uses keyword overlap and related-page rules to build semantic internal link clusters across a project.
Dynamic inline anchors
Keywords matching other pages can be linked directly inside the body content.
Related-page widgets
Contextual related-page blocks can be appended to improve navigation across a cluster.
Core pillar page
Target: Dentists
Target: Plumbers
Target: Agencies
Auto-clusters strengthen navigation across related pages
Positioning the current product honestly
| Capability | ChatGPT / Claude | Jasper / Surfer | ContentForge |
|---|---|---|---|
| Content workflow | Single draft at a time | Drafting focused | Projects, pages, links, publishing |
| Publishing workflow | Manual copy/paste | Varies by tool | WordPress integration |
| Internal linking | Manual | Manual or limited | Project-level automation |
| Refresh scheduling | Manual | Manual | Included on higher tiers |
| Billing model | Seat or subscription | Subscription | App plan + BYOK model costs |
Content workflow
ChatGPT / ClaudeSingle draft at a time
Jasper / SurferDrafting focused
ContentForgeProjects, pages, links, publishing
Publishing workflow
ChatGPT / ClaudeManual copy/paste
Jasper / SurferVaries by tool
ContentForgeWordPress integration
Internal linking
ChatGPT / ClaudeManual
Jasper / SurferManual or limited
ContentForgeProject-level automation
Refresh scheduling
ChatGPT / ClaudeManual
Jasper / SurferManual
ContentForgeIncluded on higher tiers
Billing model
ChatGPT / ClaudeSeat or subscription
Jasper / SurferSubscription
ContentForgeApp plan + BYOK model costs
Build a clearer content workflow
Plan matrices, draft sections, review pages, and publish from the same system.
No credit card required for the initial app signup.