Make your products easier for modern shopping systems to understand.
Attribute Foundry helps furniture and home retailers clean, structure, and strengthen ecommerce product information so search engines, shopping platforms, and AI-assisted shopping tools can interpret products more accurately.
Your catalog can be detailed and still be hard to interpret.
Many ecommerce stores already contain the right product facts — but those facts may be inconsistent, buried in descriptions, split across fields, or expressed differently from one product to the next.
Important data is buried
Specifications may exist only in body copy, images, PDFs, or inconsistent tabs instead of clear structured fields.
Values drift over time
Colors, materials, vendor names, styles, and product types can accumulate spelling, formatting, and taxonomy inconsistencies.
Automation can amplify bad data
Bulk tools are useful, but automating unclear or inaccurate catalog data can spread the problem faster. Human QA still matters.
We focus on the catalog itself.
Not generic SEO. Not a vague “AI score.” We review the product information that shoppers and commerce systems depend on.
Start with a free Catalog Snapshot.
We review a small public sample before asking you to buy anything. The snapshot shows what is working, what appears inconsistent, and where the highest-priority opportunities may be.
3–5 representative products
A focused sample — not an automated scan of every SKU.
Catalog-level patterns
We look beyond single pages for recurring taxonomy, attribute, and QA issues.
Clear next steps
You receive specific findings, priorities, and recommendations in plain English.
25-Product Catalog Fix Sprint
A contained founding-client pilot for retailers that want implementation-level work without committing to a full-catalog project.
- Baseline catalog review
- Title and key-attribute optimization
- Variant and terminology consistency review
- Description restructuring where warranted
- Image alt-text review
- Structured-field and taxonomy recommendations
- Client-confirmation flags for uncertain facts
- Before/after change log and QA
Questions retailers usually ask
Can you guarantee placement in ChatGPT or another AI shopping platform?
No. No outside service can legitimately guarantee placement or ranking. Our work improves the clarity, completeness, consistency, and structure of the product information these systems may use.
Is this the same as traditional SEO?
There is some overlap, but our focus is the product catalog itself: product identity, attributes, specifications, variants, taxonomy, descriptions, and structured commerce data.
Can an app do this?
Apps can be useful for bulk processing and issue detection. Attribute Foundry adds commercial prioritization, evidence-based recommendations, human review, and QA before changes are delivered.
Do you use AI?
AI-assisted tools may be used to improve efficiency, but product facts are not invented. Recommendations are based on information we can verify from approved sources and are reviewed before delivery.
Do you need access to our store?
Not for the free snapshot. Paid work can be completed in delivery mode using exports and approved data, or implementation access can be discussed separately.
Will you rewrite everything?
No. If existing content is already useful, we preserve it. The goal is to improve clarity and consistency, not rewrite content simply to make it different.
Want to see what your catalog looks like from a product-data perspective?
Send us your store URL. We’ll review a small public sample and reply with a concise Catalog Snapshot. No meeting required.