SEO

SEO Article Production Workflow

Rank-focused article production driven off a keyword calendar

Featured Verified Intermediate Multi Tool Semi-automated Paid
Use this workflow
Est. time
~2h
Est. cost
$4.1
Steps
8
Automation
Semi-automated
Trigger
Schedule

Overview

Production-line SEO content. Where the content marketing workflow starts from a topic, this one starts from a keyword row in a spreadsheet and runs on a schedule — which is what you need once you are publishing at volume.

Every run produces an article plus the SERP analysis showing why it is structured the way it is, so an editor can challenge the reasoning rather than just the prose.

Business value

Makes content output predictable and forecastable: a keyword calendar becomes a publishing schedule with a known cost per article.

Expected outcome

A queued, optimised draft per calendar row, each with its SERP analysis attached for the editor.

Problems it solves

  • Keyword research and content production live in separate tools and separate heads
  • No audit trail for why an article was structured a given way
  • Volume publishing degrades quality without a fixed process
  • Refresh decisions are made on gut feel

Who it is for

  • In-house SEO teams publishing weekly or more
  • Content agencies with keyword-led retainers
  • Publishers running topical clusters

Benefits

  • Runs on a schedule — output becomes a forecast, not a hope
  • Every article carries the SERP reasoning behind its structure
  • Cost per article is known before you commit
  • Refresh candidates surface automatically

Limitations

  • Needs a paid SEO data source to be worth running
  • Quality still gated by human review — this increases throughput, not autonomy
  • Works poorly where the SERP rewards original research
  • A core update can invalidate the structural assumptions overnight

Success metrics

  • Articles published per week
  • Median position at 90 days
  • Cost per article including tool spend
  • Percentage of drafts accepted without restructuring

Flow diagram

Every step in order, colour-coded by how much of it runs without a human.

Scroll to pan · use the controls to zoom, expand or export.

Steps

8 steps from trigger to result.

1

Pull the next keyword from the calendar

Google Sheets 2 min Automated
The scheduled trigger reads the next unprocessed row: keyword, target slug, intent and owner.
InputKeyword calendar row
OutputJob payload
Expected result: A job with keyword, intent and owner attached.
2

SERP analysis

Semrush 12 min Automated
Fetch the current top ten and extract their structure, word count, entities covered and content format.
InputPrimary keyword
OutputSERP structure report
Expected result: A report showing what format and depth currently ranks.
  • If the top ten are dominated by a format you cannot produce, stop and reassign the keyword
3

Entity and gap extraction

GPT-4o 10 min Automated
Identify the entities every ranking page mentions, and the ones only some cover — the second list is the opportunity.
InputSERP report
OutputEntity coverage matrix
Prompt
From these top-ranking pages for "{{keyword}}", extract:

1. Entities mentioned by ALL of them (mandatory coverage)
2. Entities mentioned by SOME (differentiation opportunities)
3. Entities mentioned by NONE that a domain expert would expect

Pages:
{{page_contents}}

Return three lists. Be concrete — name the entity, not the theme.
4

Structured outline

Claude Sonnet 8 min Automated
Build the outline to cover every mandatory entity and at least three differentiators.
InputEntity matrix + intent
OutputOutline with entity map
Expected result: An outline where each section maps to named entities.
5

Draft and optimise

Claude Sonnet 25 min Automated
Draft section by section, then run the optimisation pass for keyword placement and readability.
InputOutline
OutputOptimised draft
6

Editorial review

45 min Manual Human review
The assigned editor verifies claims, challenges the structure against the SERP analysis, and approves or returns it.
InputDraft + SERP analysis
OutputApproved or returned
  • Every factual claim needs a source check before publication
7

Queue for publication

WordPress 3 min Automated
Approved drafts land in the CMS as scheduled posts and the calendar row is marked done.
InputApproved draft
OutputScheduled post
8

Performance review at 90 days

Google Search Console 15 min Semi-automated
Compare actual position against the forecast and flag refresh candidates back into the calendar.
InputPublished URLs
OutputRefresh candidates
Expected result: Underperformers automatically re-enter the calendar.

AI tools

Each tool records the role it plays and whether it is required.

Integrations

Services this workflow connects to, and how each authenticates.

Prompt library

Every prompt in the workflow, in chain order. Swap the highlighted placeholders for your own values.

3. Entity and gap extraction · User prompt · GPT-4o
From these top-ranking pages for "{{keyword}}", extract:

1. Entities mentioned by ALL of them (mandatory coverage)
2. Entities mentioned by SOME (differentiation opportunities)
3. Entities mentioned by NONE that a domain expert would expect

Pages:
{{page_contents}}

Return three lists. Be concrete — name the entity, not the theme.
keyword page_contents

Prerequisites

Have these ready before you start.

LLM API key
For the analysis and drafting steps.
SEO data provider
Semrush, Ahrefs or DataForSEO with API access.
Google Sheets
Holds the keyword calendar that triggers each run.
Automation platform
Zapier, Make or n8n to run the schedule.

Use cases

Topical cluster build-out

Publish a 20-article cluster on a schedule with consistent internal linking.

Cluster live in a quarter

Retainer delivery

Hit a contracted article count per month with predictable cost.

Retainer met without overtime

Programmatic category pages

Generate and optimise category descriptions at catalogue scale.

Thin pages replaced

Metrics

Author estimates — treat them as a starting point and measure your own runs.

Execution time
~2h
Estimated AI cost
$4.1
Token usage
72K
Success rate
88%
Automated
65%
Human review
35%

Accepts

TextCSVWebsite URL

Produces

BlogReport

FAQ

How is this different from the Content Marketing workflow?
That one starts from a topic and runs on demand. This starts from a keyword calendar and runs on a schedule — built for volume and forecastability rather than one-off pieces.
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What happens when Google ships a core update?
Re-run step 2 on your main keywords. The SERP structure report is what tells you whether the format that used to rank still does.
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Can this run fully unattended?
The production side can. Publication should not — the editorial review exists because a confident, wrong article published under your domain costs more than the time it saves.
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