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Spot broken variant structures in an Akeneo family
For project and catalog teams who want product models checked by asking their AI assistant.
On this page
Connector
Connect Akeneo, pick your AI tool and paste the prompt.
The problem
Variant errors hidden inside a family
Variant structure errors in Akeneo are hard to spot across parent and child records. A product model with no children or no categories hides inside a family, and checking means opening each model.
Without PopdockAI
- Open each product model in the family
- Count its child products
- Check categories one by one
- Miss the model with no variants
With PopdockAI
- Family variants and product models read
- Child products counted for up to 25 models
- Models with no children or categories flagged
- Sampling stated, nothing changed
The prompt
Use this prompt
Copy it into any AI tool connected to PopdockAI. Swap the values in braces for your own.
**Objective:** Review the variant structure of family `{family}`.
**Step 1: Structure**
Call `akeneo-get-family-variant` with family-code `{family}`, and `akeneo-get-product-model` with family `{family}`.
**Step 2: Children**
For each product model code (cap at 25), call `akeneo-get-product` with parent-model set to that code. Record the child count.
**Step 3: Report**
Table: product model code, family-variant, parent-model, child count, categories. Flag models with zero children and models with no categories. List the family variants and their variant-attribute-sets.
**Rules & Guidelines:**
* This prompt is read-only. Never call any `akeneo-add-*`, `akeneo-update-*`, `akeneo-delete-*`, `akeneo-submit-*`, `akeneo-upsert-*` or `akeneo-start-*` tool.
* If there are more than 25 models, say you sampled the first 25.
**Validation:**
* If the family has no variants or models, report that and stop.Who it's for
One answer, three teams that use it
Catalog project leads
Check a family before launch
See every model with its child count and categories.
Review the variant structure of the footwear family in Akeneo.
PIM administrators
Find empty product models
Models with no children are flagged for clean up.
Which product models in the outdoor family have no child products?
Merchandisers
Find models missing categories
Uncategorised models will not show in navigation, so they are flagged.
Which Akeneo product models in the kitchen family have no categories?
How it works
What PopdockAI does when you ask
You name a family and your AI assistant checks its variant structure. If there are more than 25 models it says it sampled the first 25.
01
Ask
You name a family.
02
Read
It reads the family variants and product models from Akeneo.
03
Count
It counts the child products for each model, up to 25 models.
04
Report
It shows a table and flags models with no children or categories.
What PopdockAI provides
The tools behind the answer
Ready made tools for Akeneo and one secure connection to your AI tool. No code, no exports.
akeneo-get-family-variant
akeneo-get-product-model
akeneo-get-product
This report is built from Get data tools only. PopdockAI applies the row, field and parameter rules your admin sets, and every query is written to the audit trail.
The outcome
Structure errors found without opening each model
Related use cases
More ways to put this data to work
One prompt template with infinite possibilities.
Your AI assistant adapts its approach, tone, and capabilities to match each unique context while you maintain a single, manageable workflow.
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