# See what AI engines can’t find in your home and decor product pages.

> Verity Score analyzes what AI engines retrieve about your furniture: dimensions, materials, lead times, delivery, assembly. You get a readability score (the GEO audit) and the priority fixes to make in Shopify.

- Canonical: https://verityscore.io/en/solutions/home-furniture/
- Language: en


## The problem

Your furniture pages look great. Can AI find the dimensions?

### Your dimensions are not usable

Furniture is a constraint-driven purchase: maximum width, ceiling height, folded footprint. If your exact dimensions are not structured data, AI cannot verify that your product fits, so it does not propose it.

### Opaque delivery and assembly

Before recommending furniture, an AI agent checks what makes humans hesitate: real lead time, floor delivery, assembly included, returns. Vague or scattered policies disqualify a store out of caution.

### Unstructured materials and origin

Solid wood or veneer, recycled fabric, European manufacturing: these criteria weigh heavily in decor queries. Unstructured, they do not exist for a generative comparison engine.


## The cost of waiting

Furniture buying almost always starts with a constrained, documented search. That search is moving to AI assistants, which shortlist a handful of verifiable products. Out of the shortlist, you no longer exist in the journey, whatever your price point.

Retailers that expose dimensions, materials and delivery terms in a readable way become the recurring answers on their segment: space-saving beds, solid oak tables, family sofas. Every month of waiting entrenches them further.


## The benefits

### Be the answer to dimension-driven queries

The audit checks that dimensions, footprint and variants are machine-readable: the condition for showing up when the buyer states their constraints.

### Delivery reassurance that also reassures AI

Lead times, floor delivery, assembly, returns: the audit checks your policies are findable, consistent and structured, for the buyer and for the agent filtering on their behalf.

### Your materials as a differentiator

Solid, certified, recycled, made in Europe: structured, these attributes become criteria on which AI can prefer you over a less transparent competitor.

### Clear priorities across a large catalog

With hundreds of SKUs, fixing everything is unrealistic. The audit ranks fixes by potential revenue impact so effort goes where it pays.


## FAQ

### My customers want to see and touch furniture before buying.

Exactly: the store visit or final purchase is decided after an online shortlist, increasingly delegated to AI assistants. If your product is not in the verifiable shortlist, it is neither seen, nor touched, nor bought.

### We have hundreds of SKUs, where do we start?

That is what prioritization is for: the audit identifies the fixes with the highest potential revenue impact (shared templates, missing structured data, policies) that benefit the whole catalog at once, before page-by-page work.

### Our products are already on Google Shopping, isn't that enough?

A Merchant Center feed is a necessary but partial brick. Generative engines cross-check feeds, product pages, reviews, policies and AI discovery files. The audit verifies the consistency of the whole, where a feed alone says nothing about your pages.

### Do you guarantee AI will recommend my furniture?

No. No serious tool controls an AI engine's answer. The audit guarantees an honest diagnosis: what is unreadable, unverifiable or inconsistent in your store, and how to fix it. Being readable is the entry condition, not a podium promise.

### High average order value, is a free audit serious?

The free audit is the entry tier of the Verity Score Shopify app: a real score, diagnosis and priorities, no credit card. It is precisely on high baskets, where each AI recommendation is worth a lot, that the diagnosis is most valuable.


## Take action

The free GEO audit is available at https://verityscore.io/en/solutions/home-furniture/ (form, no credit card).