The SEO Operator Playbook
120 copy-paste AI prompts for search — content briefs and topic clusters, meta titles, internal linking, local SEO and citations, programmatic pages and ranking diagnostics.
Key Capabilities & Features:
- •The Site Primer: paste your domain, topic area, page inventory and current performance once — every prompt after it works on your actual site
- •Diagnostic prompts that separate the three reasons a page underperforms — wrong intent, thin content, or insufficient authority — before you spend a month on the wrong one
- •Cannibalization detection across your own pages, which is the most common self-inflicted ranking problem
- •Programmatic page prompts that tell you honestly when a template set would be thin content rather than helping you build it anyway
- •120 prompts across 8 sections — content briefs & clusters, titles & meta, internal linking & architecture, local seo & citations and more
- •Works with ChatGPT (GPT-5), Claude Opus 5 and Gemini 3.7 Flash — fill the bracket, paste, done
One-time payment • Lifetime access & future updates
What's Inside
8 modules120 promptsEvery module below is included in the single purchase.
- 1
Content Briefs & Clusters
20 promptsBriefs a writer can work from without further instruction, topical cluster maps, search intent classification, and the information gain that makes a page worth indexing.
Replaces a system previously sold separately
- 2
Titles & Meta
14 promptsTitle tags written for the truncation point, meta descriptions that earn a click rather than restate the title, and heading structures that match how a query is asked.
Replaces a system previously sold separately
- 3
Internal Linking & Architecture
16 promptsSite structure that reflects topic rather than department, internal link plans that pass authority where it matters, orphan page audits and anchor text variation.
Replaces a system previously sold separately
- 4
Local SEO & Citations
16 promptsGoogle Business Profile copy and categories, NAP consistency audits, citation targets by industry, review response, and multi-location page structure.
Replaces a system previously sold separately
- 5
Programmatic Pages
14 promptsTemplates that stay useful at scale, the data that makes each page genuinely different, thin-content thresholds, and when a programmatic set should not be built at all.
Replaces a system previously sold separately
- 6
Keyword Research
16 promptsQuery expansion from a seed topic, intent grouping, difficulty judgement without a tool subscription, and separating queries worth chasing from vanity volume.
- 7
Ranking Diagnostics
16 promptsWhy a page dropped, cannibalization between your own pages, impressions without clicks, and whether the fix is content, links or intent mismatch.
- 8
Content Refresh & Pruning
8 promptsWhich pages to update versus consolidate versus delete, refresh briefs for decayed content, and the audit that finds pages actively dragging the site down.
Test Workflow Execution in Your Browser
Verify actual prompt structure, token speed, and reasoning depth before downloading.
Technical Specifications
Architecture & System Overview
Most SEO work is spent on the wrong page. A brief gets written for a query nobody searches, two of your own pages compete for the same term, and a post that used to rank quietly decays with nobody noticing.
The SEO Operator Playbook is a 120-prompt playbook covering content briefs and clusters, titles and meta, internal linking and architecture, local SEO and citations, programmatic pages, keyword research, ranking diagnostics, and content refresh and pruning.
Start with the Site Primer — paste in your domain, your topic area, your page inventory and your current performance — and every prompt after it works on your actual site.
The diagnostics exist to stop wasted effort. A page can underperform because the intent is wrong, because the content is thin, or because it lacks the authority to compete, and those three need completely different responses. The prompts make you distinguish them before committing. The programmatic section will also tell you when a template set is going to produce thin content rather than helping you build it anyway.
Compare with Similar AI Templates
| Specification | ||||
|---|---|---|---|---|
| Customer Rating | 4.89(40) | 5(1) | 4.92(25) | 4.93(26) |
| AI Models | GPT-5, Claude Opus 5, Gemini 3.7 Flash | ChatGPT, Claude | No AI tool required | No AI tool required |
| Formats Included | PDF Prompt Playbook | Markdown Prompt Pack (Free) | 74-Page PDF Playbook + 23 Worksheets | 68-Page PDF Playbook + 20 Worksheets |
| Lifetime Updates | Yes | Yes | Yes | Yes |
| Creator Rating | Dr. Lucas Vance (99.1%) | Marcus Sterling (99.1%) | PromptWolf (99.2%) | Dr. Lucas Vance (99.2%) |
Prompt Architect & Author Spotlight
Technical and content SEO consultant. Builds topical authority, internal linking and programmatic page systems for content-led sites.
Community Reviews & Ratings
Verified buyer ratings & prompt benchmarks
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Verified User Feedback
Found six cannibalized clusters on my own site
I had been blaming competitors for rankings I was losing to myself. The audit was decisive about which page keeps the query instead of giving me a list of maybes. Consolidated four, rankings recovered within a month.
Told me not to build a programmatic set
I was about to generate 400 location pages. The prompt walked through the data I actually had and said it would be thin content. It was right, and it saved me from a manual action.
Briefs are excellent, refresh section is short
The content brief generator produces something my writers can work from without a call, which has saved real hours. Refresh and pruning is only eight prompts and I wanted more depth there.
Frequently Asked Questions
How is this different from the separate systems you used to sell?
It is all of them, in one purchase. SEO Content Brief & Cluster Plan, SEO Meta Title & Description System, Internal Link & Site Structure Plan, Local SEO & Citation Builder, Programmatic SEO Page Brief System are now sections inside this toolkit, alongside 3 more that were never sold separately. Bought individually they came to $156.
Do I need Ahrefs or Semrush for these to work?
No, but the diagnostic prompts get better with real data. Everything works from Google Search Console, which is free — impressions, clicks, position and query data are what the prompts ask for. Where a paid tool would help, the prompt says so rather than assuming you have one.
Is this still relevant with AI overviews changing search?
The toolkit leans on what has held up: matching intent, information gain over what already ranks, internal linking, and not publishing thin pages. It deliberately avoids tactics that depend on a specific SERP layout, since those date fastest.
How is it delivered?
You receive a PDF with all 120 prompts organized into 8 sections, delivered within 24 hours of purchase. No app or account required — copy a prompt, fill in the bracketed variables, and paste it into ChatGPT, Claude, or Gemini.
Can I use this for client work?
Yes. Your purchase includes a single-user commercial and personal license, so you can use every prompt in your own business or for client deliverables without restriction.