Create an Agent SEO Content Workflow

What you get

A repeatable pipeline that produces published, fact-checked articles from a keyword list, with a verification log that travels with every piece.

Who this is for

This scenario is for teams that stopped using AI content because the quality was embarrassing, or for operators who want to scale without hiring an editorial army. The workflow keeps the agent useful while making quality checks structural.

How the phases connect

Research decides what to write and why. Source verification happens before drafting, not after, so the writer never invents citations. Producing includes outline approval and tone guidance. Checking gates every publish on the verification log and metadata checks.

Where the quality actually comes from

Not from a prompt that says “write high quality.” It comes from the gate: no article reaches production without a claim-to-source table, a unique title and description, and an internal link that survives a relevance review. The pipeline is the quality control, not the model.

Prerequisites

A content model or CMS that supports drafts and metadata
A defined keyword list with intent labels
Publishing credentials or repository write access
Agreement on what must be fact-checked before publish

Skill tree

The phases read left to right on desktop and top to bottom on mobile. Capability nodes are tool-neutral; the skills under them are the concrete options.

Goal

Research

Capability

Keyword Research

Find the search terms a real audience uses, with demand and competition signals.

Keyword Research SEO Content Workflow

Verify Sources

Capability

Fact Verification

Check claims, sources, dates, and links before content is published.

Fact Verification SEO Content Workflow

Produce

Capability

Writing

Produce clear, useful prose that matches the brief and the audience.

Research to Plan SEO Content Workflow

Check

Capability

Validation

Judge whether the result actually meets the acceptance criteria.

SEO Content Workflow Skill Selection Validation Checklist

Capability breakdown

Each node states why it exists, what it takes in, what it produces, what can go wrong, and how it is accepted.

Keyword Research

Writing content nobody searches for is invisible. Keyword research anchors the workflow in real demand instead of guesses.

Input

-Product or site topic
-Competitor pages and seed terms

Output

-Ranked keyword list with intent labels
-Content opportunity map (keyword to page type)
-Low-competition quick wins

Risks

-Chasing volume without checking intent
-Trusting keyword tools that show invented numbers
-Optimizing for keywords the content cannot honestly cover

Acceptance

-Every keyword has a labeled search intent
-Each selected keyword maps to a specific page or section
-Source of volume and difficulty data is recorded

Fact Verification

AI-generated content fails on confidence, not effort. Unverified claims erode trust and can cause real damage, so every load-bearing fact needs a source.

Input

-Draft claims and quoted figures
-Candidate source URLs

Output

-Verified claim list with source links and check dates
-Unverifiable claims flagged for removal
-Source quality notes

Risks

-Confusing "the model said so" with "a source says so"
-Citing the same low-quality source repeatedly
-Letting verification become an afterthought

Acceptance

-Every factual claim traces to a named, checked source
-Claims without sources are either removed or marked unverified
-Check date is stored with each verified claim

Writing

Content is the product for many scenarios. Writing turns research into readable output that answers the user's question without filler.

Input

-Outline and source material
-Style and tone guidance
-Target reader description

Output

-Draft sections or full article
-Internal links and metadata suggestions
-Ready-for-review copy

Risks

-Uniform AI voice across every piece
-Padding length instead of adding information
-Ignoring the reader's actual question

Acceptance

-The piece answers the stated question in the first third
-No unverified claims survive the draft
-Tone and structure match the brief

Validation

The final step decides whether work is done. Validation turns "looks finished" into a checklist of observable, repeatable checks.

Input

-Acceptance criteria from planning
-The delivered output or site

Output

-Completed checklist with pass/fail per item
-Evidence (screenshots, logs, URLs)
-Fix list for failed items

Risks

-Subjective "good enough" instead of explicit criteria
-Validating only what is easy to check
-Marking items passed without evidence

Acceptance

-Every criterion is a yes/no check, not a feeling
-Failed items produce a concrete fix and a re-check
-Validation is repeatable by a different agent

Recommended build

A ready combination of skills for this scenario, with the order and checks included.

Reliable build

SEO Content System

A reliable content pipeline where every article passes research, source checks, drafting, and a publish gate.

Skills: 4 skills
Steps: 7 steps

Execution order

The recommended sequence from the SEO Content System build.

1
Confirm the keyword list and its intent labels
2
For each article, collect sources and build the verification table
3
Approve the outline before drafting
4
Draft with tone and angle guidance from the brief
5
Add internal links with context, and verify metadata
6
Run the publish gate checklist
7
Publish, then run a post-publish render check

Open the full build

Validation checklist

Every article has a verification log with claim-to-source mappings
Each piece targets one keyword with a labeled intent
Titles, descriptions, and canonicals are unique per page
Internal links resolve and add context, not just links
Drafts are approved before high-authority pages publish
A post-publish check confirms rendering and metadata

Common failures

Publishing unverified claims at volume

Make the verification log a publish gate, not a suggestion

Every article sounds like the same agent voice

Include per-piece tone and angle guidance in the brief

Internal links are added mechanically

Require the linking sentence to be relevant in context

Give this brief to your agent

Copy the structured brief, adapt the out-of-scope list, and ask the agent to return the checklist with evidence.

Agent task brief

Goal: A repeatable pipeline that produces published, fact-checked articles from a keyword list, with a verification log that travels with every piece.
Scenario: Create an Agent SEO Content Workflow
Categories: SEO, Content, Automation
Difficulty: advanced

Prerequisites:
- A content model or CMS that supports drafts and metadata
- A defined keyword list with intent labels
- Publishing credentials or repository write access
- Agreement on what must be fact-checked before publish

Capabilities in execution order:
Phase: Research
- Keyword Research
Phase: Verify Sources
- Fact Verification
Phase: Produce
- Writing
Phase: Check
- Validation

Recommended build: SEO Content System
Execution steps:
1. Confirm the keyword list and its intent labels
2. For each article, collect sources and build the verification table
3. Approve the outline before drafting
4. Draft with tone and angle guidance from the brief
5. Add internal links with context, and verify metadata
6. Run the publish gate checklist
7. Publish, then run a post-publish render check

Validation checklist:
- [ ] Every article has a verification log with claim-to-source mappings
- [ ] Each piece targets one keyword with a labeled intent
- [ ] Titles, descriptions, and canonicals are unique per page
- [ ] Internal links resolve and add context, not just links
- [ ] Drafts are approved before high-authority pages publish
- [ ] A post-publish check confirms rendering and metadata

Out of scope:
- One-off article writing without a content strategy
- Sites that cannot list which claims must be verified

Evidence required:
- Checklist with pass/fail per item
- Screenshots at the agreed viewports
- Build or run log from a clean checkout