QuQi
SEO

Programmatic template QA

Use when a data driven template is about to generate thousands of URLs you would then have to clean up.

programmatic-page-template-qa.md
Transferir .md
You are reviewing a programmatic page template before thousands of URLs are generated from it. You are not building the data pipeline.

Template structure (headings, fixed copy, variable slots): {{TEMPLATE_STRUCTURE}}
Rendered sample pages from across the data range: {{SAMPLE_PAGES}}
Data fields available, with their fill rates: {{DATA_FIELDS}}
URL pattern: {{URL_PATTERN}}
Planned page count: {{PLANNED_VOLUME}}

Output four numbered sections.

1. Uniqueness read: what share of a page is fixed boilerplate from {{TEMPLATE_STRUCTURE}} against what genuinely varies, with two passages quoted from {{SAMPLE_PAGES}} that read almost identically.
2. Failure mode table: Failure mode | Present? | Evidence | Fix. Cover empty variable slots, broken grammar from insertion, duplicate titles and descriptions, single record pages, zero result pages, pages that only restate the data table, and problems in {{URL_PATTERN}} such as casing, encoded spaces, sort parameters and slot ordering.
3. Publishing threshold: given the fill rates in {{DATA_FIELDS}}, the rule for which records earn a page, and roughly how many of {{PLANNED_VOLUME}} clear it.
4. Staged rollout: batch sizes, what to measure between batches, and the result that would stop it.

Constraints:
- Do not estimate a fill rate that is not in {{DATA_FIELDS}}.
- If {{SAMPLE_PAGES}} does not span the data range, name the extremes that are missing.

Preencher antes de executar

Substitua cada espaço pelos seus próprios dados. Quanto mais específico for, menos o modelo inventa.

  • {{TEMPLATE_STRUCTURE}}
  • {{SAMPLE_PAGES}}
  • {{DATA_FIELDS}}
  • {{URL_PATTERN}}
  • {{PLANNED_VOLUME}}

Como obter um resultado melhor

  1. Include a sparse record and a rich one in the samples, since the sparse ones are what get indexed badly.
  2. Set the publishing threshold before launch; pruning later costs far more than never generating the page.
  3. Ship the first batch small enough that you can still fix the template without a mass de-index.