The playbook
Programmatic SEO: Template and Field Guide
This programmatic SEO template turns a broad task into a record another person can use. It captures page key, unique data, intent, then connects that information to a decision. Copy the table into your working document or system and create a separate record for each item in scope.
Put the task in context
Define the data and utility that make each generated page worth visiting. A calculator should calculate, a directory should contain real records, and a guide should answer its specific task. Keep generated variants grouped for overlap review before treating each as an independent search destination.
Copyable worksheet
| Field | Entry instructions |
|---|---|
| page key | Record the page key associated with this page or query record. Use a stable reference so later updates can be matched. |
| unique data | Record the unique data associated with this page or query record. Keep the value specific enough for another owner to interpret. |
| intent | Record the intent associated with this page or query record. Keep the value specific enough for another owner to interpret. |
| template | Record the template associated with this page or query record. Keep the value specific enough for another owner to interpret. |
| review | Record the review associated with this page or query record. Keep the value specific enough for another owner to interpret. |
| Decision field | Entry instructions |
|---|---|
| Observed problem | Describe the actual condition and where it was observed. |
| Recommended action | State the smallest action that resolves the documented problem. |
| Evidence | Link to the record, observation, or test supporting the action. |
| Owner and next review | Name the accountable person and when the decision should be revisited. |
How to complete the worksheet
Begin with page key. Use the same reference throughout the record so notes are not attached to the wrong item. Then define the unique information each page must provide. This establishes the information required before the worksheet becomes a request for action.
Next, generate content from verified records and meaningful differences. Use the observed problem and evidence fields to explain why that step is needed. A useful entry describes an actual condition, such as publishing thousands of pages differentiated only by substituted words, rather than a broad instruction to “improve performance.”
Finally, validate templates links and overlapping intent before release. Put add distinct utility or combine pages that answer the same question in the action field only when it addresses the observed condition. If the problem is different, change the action. The template is a structure for judgment, not a reason to apply the same fix everywhere.
Illustrative completed decision
| Part | Illustrative entry |
|---|---|
| Problem | Publishing thousands of pages differentiated only by substituted words |
| Action | Add distinct utility or combine pages that answer the same question |
| First check | Define the unique information each page must provide |
| Follow-up check | Validate templates links and overlapping intent before release |
| Outcome to define | useful distinct pages with qualified engagement |
Adapt the fields without losing meaning
You can add fields required by your team, but each should change a decision or preserve necessary context. Keep factual observations separate from recommendations. If unique data changes, record the new value and its effective date instead of silently rewriting the context of an earlier decision.
Use the record in a handoff
Ask the receiving owner to explain the next action using only the worksheet. Missing context becomes visible quickly during that exercise. Repair the record before applying the structure to a larger batch. Keep useful distinct pages with qualified engagement connected to the item so the team can later assess whether the action was useful.
Test representative templates as well as individual URLs. When a problem appears on several pages built from the same component, a template correction may be more useful than a series of one-off edits. Verify the affected pages after the shared change.
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