Build a Programmatic SEO Site with AI · Execution Map
Define & Scope
Clarify what you're building and for whom.
Design
Design the right solution before building.
Build & Refine
Build, test, secure, and make it production-ready.
Ship & Validate
Ship with confidence and validate results.
Step 1 of 6
Map intents to page types
Keywords sorted into the page types each intent needs.
Phase
Define & Scope
Everything you need for this step
Download full path PDF
Workflow
AI Programmatic SEO Workflow
Generate many intent-matched SEO pages from a template without the thin-content spam — map the search intents, define the page variables, build the template, and QA before publishing at scale.
Resource
Intent Classification Prompt for Inbound Email
Sales, Support, Partnership, Press, Spam — route inbound email by intent, with a Strict "Other" so the weird ones reach a human.
Tool
Data Classification Prompt
Build classification prompts that assign labels from a closed set — with label definitions and edge-case rules.
Step 2 of 6
Build the page data set
The per-page data extracted into a clean data set.
Phase
Build & Refine
Everything you need for this step
Download full path PDF
Workflow
AI Data Extraction Workflow
Turn messy text into structured data you can trust enough to feed another system — bound the source, extract the fields, force clean JSON, and validate before it flows downstream.
Resource
Extract Data From Text with AI
Free text in, named fields out. The extraction prompt pattern that turns any unstructured text into consistent, parseable records.
Tool
Extraction Prompt Generator
Build prompts that extract defined fields from unstructured text — emails, invoices, tickets, résumés.
Step 3 of 6
Structure the data as a contract
A structured data contract every page renders from.
Phase
Design
Everything you need for this step
Download full path PDF
Workflow
AI Reliable JSON Output Workflow
Make any AI task return JSON your code can rely on — define the schema, force the model to it, validate every response, and diff the drift when a model update breaks the shape.
Resource
Turn a JSON Schema into a Prompt
You have the schema — fields, types, requirements. The translation into a prompt the model actually follows: schema lines, realistic example, and validation rules.
Tool
JSON Output Prompt Builder
Build prompts that return structured data — JSON first, with YAML, XML, and CSV modes — parseable every time.
Step 4 of 6
Define the variables and template
A reusable page template driven by clean variables.
Phase
Design
Everything you need for this step
Download full path PDF
Workflow
AI Reusable Prompt Template Workflow
Turn a prompt that worked once into one you can reuse — pull the winning prompt out of the chat, mark the parts that change as variables, and lock it into a clean template.
Resource
Landing Page Variable Builder
Cleans up variables in landing page prompt templates — headline, audience, pain point, offer, social proof, CTA, and objections.
Tool
Prompt Variable Builder
Turn any plain prompt into a reusable, variable-based template — auto-detect values and export.
Step 5 of 6
QA before publishing at scale
Generated pages validated for quality before they go live.
Phase
Build & Refine
Everything you need for this step
Download full path PDF
Workflow
AI Programmatic SEO Workflow
Generate many intent-matched SEO pages from a template without the thin-content spam — map the search intents, define the page variables, build the template, and QA before publishing at scale.
Resource
Validate Structured Output from AI
Fields checked against the contract: missing ones flagged, invented ones caught, prose around the object detected.
Tool
AI Output Validator
Paste an AI's output and validate it against the expected format — with a repair prompt for every failure found.
Step 6 of 6
Validate the product with real evidence
The shipped outcome measured against its success signal, with an iterate, pivot, or scale decision documented.
Phase
Ship & Validate
Everything you need for this step
Download full path PDF
Workflow
AI Product Validation Workflow
Find out whether the thing you shipped actually worked — define the success metric, plan the measurement, classify the real evidence, then render a verdict and an iterate / pivot / scale decision.
Resource
Product Validation Report Prompt
Consolidate the whole validation into one shareable report — the success metric, the evidence, the hit / partial / miss verdict, and the iterate / pivot / scale decision, in a form the team and stakeholders can act on.
Tool
Markdown Output Builder
Build prompts that produce documents in a fixed structure — headings, sections, and tables.