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How to Prepare Product Data in Four Steps

Yayın Tarihi: 15 Ağustos 2026 Yazar: Adapte Dijital Kategori: Digital Consulting
💡 Kısaca: Most users who search through an AI shopping assistant add the recommended item straight to their basket.

Most users who search through an AI shopping assistant add the recommended item straight to their basket. The price of appearing in that channel is not advertising spend but properly prepared product data. So what does “properly” mean, and where does the work start?

This piece covers the how: which fields to complete, how to write descriptions, how to standardise naming and how to keep the discipline from decaying. It is written as a sequence completable in five working days.

BEFORE

Before You Start

BU BÖLÜMÜN ÖZETİ

  • Isolate the products that generate revenue
  • Measure where you are
  • Fix the field list
  • Assign an owner

Preparation begins by addressing the right part of the catalogue rather than all of it.

Isolate the products that generate revenue

Start with the twenty products behind most of your sales. Once that group is done, most of the effect has been captured and the task remains finishable. Teams that begin with the whole catalogue usually abandon it in week three.

Preparation begins by addressing the right part of the catalogue rather than all of it.

Measure where you are

How many products have which fields empty? Without that number, progress cannot be tracked either. A simple table suffices: product name, populated field count, missing fields.

Fix the field list

Decide up front which fields are mandatory: name, brand, dimensions, material, colour, usage, origin, price, stock. Without a fixed list, completion varies product by product.

Assign an owner

If it is unclear who completes these fields when a new product is added, the discipline decays within months. Maintenance needs an owner as much as the setup does.

STEP

Step 1 · Standardise Naming

BU BÖLÜMÜN ÖZETİ

  • Define the pattern
  • Remove marketing adjectives
  • Keep internal codes out of the name
  • One product, one name everywhere

The product name is the most-read and most carelessly written field.

Define the pattern

Establish a fixed pattern — brand, product type, distinguishing feature, size — and apply it across the catalogue. Without a pattern, the same product appears differently in different places. Writing the pattern down once and handing it to the team ends the debate for every product that follows.

The product name is the most-read and most carelessly written field.

Remove marketing adjectives

Superb, unrivalled and special appear in no query. The space they occupy should carry a real attribute instead. The name field is for definition, not praise.

Keep internal codes out of the name

A stock code written into the product name reduces readability and confuses customers. Codes belong in their own field.

One product, one name everywhere

Using different names on your site, on marketplaces and in your catalogue creates three separate products as far as systems are concerned.

STEP

Step 2 · Complete the Fields

BU BÖLÜMÜN ÖZETİ

  • Dimensions and weight are not estimated
  • Materials and contents in detail
  • State the use case
  • Do not skip origin and certification

An empty field means invisibility for every search using that attribute.

Dimensions and weight are not estimated

Both are used in the customer’s decision, in the shipping calculation and in customs classification. Writing an approximation creates a problem in three places at once.

An empty field means invisibility for every search using that attribute.

Materials and contents in detail

Writing 100 per cent cotton, 180 gram instead of cotton measurably improves query matching. Detail raises the chance of containing the word the customer typed — and lowers return rates, because the buyer knows what they are getting.

State the use case

Customers type their need, not the product name. Details such as fits through narrow stairs, dishwasher safe or suitable for a child’s room correspond to real queries. These sentences are already asked of your sales team daily; the task is moving them onto the page.

Do not skip origin and certification

In export and corporate sales these two fields are direct elimination criteria, and they also ensure customs classification is correct.

STEP

Step 3 · Write in Need Language

BU BÖLÜMÜN ÖZETİ

  • The first sentence states what it is
  • Bring customer questions inside
  • Provide comparison information
  • Coverage matters more than length

A description should explain not the product but the problem it solves.

The first sentence states what it is

The opening sentence should cover what the product is, who it suits and what it resolves. Descriptions that begin with a story are neither read nor matched.

A description should explain not the product but the problem it solves.

Bring customer questions inside

The five questions your sales team hears most should form the backbone of the description. Compiling that list takes one meeting and produces the most reliable content plan you will find.

Provide comparison information

Which model is right for me is the most common sticking point. Stating the difference between two models plainly speeds the sale and lowers returns.

Coverage matters more than length

A long but empty description performs worse than a short, dense one. The measure is the number of questions answered, not the word count.

STEP

Step 4 · Maintain the Order

BU BÖLÜMÜN ÖZETİ

  • A checklist for new products
  • Price and stock from one source
  • Scan quarterly
  • Manage removed products

The difficulty is not the setup but the table still being clean six months later.

A checklist for new products

Preventing publication until mandatory fields are complete is the simplest rule that makes the discipline permanent. Businesses without it repeat the same clean-up within six months.

The difficulty is not the setup but the table still being clean six months later.

Price and stock from one source

These two fields age fastest. Every manually updated channel eventually diverges from the others and it becomes unclear which is correct.

Scan quarterly

Measure the empty-field count every quarter. A rising number shows the maintenance rule is not working, and early intervention makes it easy to correct.

Manage removed products

Deleting a discontinued product’s page outright leaves both users and systems in a void. Redirection to a suitable alternative is required.

BÖLÜM 06

A Solid Digital Foundation

BU BÖLÜMÜN ÖZETİ

  • Permanent addresses produce permanent value
  • Seasonal products should not be deleted
  • Filter pages need checking
  • The same preparation works at four doors

The most neglected part of product data discipline is what happens to removed and changed pages.

Permanent addresses produce permanent value

Deleting a product page invalidates every link pointing to it. Discontinued products should be redirected to a suitable alternative and error pages monitored; the criteria are explained in the Google Search Central documentation. A broken link returns the value you accumulated.

The most neglected part of product data discipline is what happens to removed and changed pages.

Seasonal products should not be deleted

Where a page for a recurring seasonal product is closed and reopened each year, the accumulation resets. Keeping the page and updating availability is the better route.

Filter pages need checking

Colour and size filters can generate hundreds of near-identical pages without anyone noticing. How those pages are managed directly affects the readability of the catalogue.

The same preparation works at four doors

Work done here pays in the assistant channel, in search, on marketplaces and in customs declarations at once. We set out that connection in our guide to the period and carry out the setup within digital consulting.

FREQUENTLY

Frequently Asked Questions

Sık Sorulan Sorular

How long does this take?

Five working days across the twenty best-selling products. The rest of the catalogue can follow over time; priority belongs to revenue-generating groups.

Can descriptions be written with AI?

It can be used for drafts, but dimensions, materials and compatibility must be verified against real data. Incorrect technical information produces returns and lasting distrust.

Can we model descriptions on competitors?

Structure and coverage can be studied; text cannot be copied. Copied descriptions create both legal exposure and originality problems.

We have few products. Is this still necessary?

More so. With a small range, a single invisible product represents a meaningful share of revenue.

Must we display prices?

Not obligatory, but a product without a price does not enter comparison. In corporate sales, giving a range performs better than giving nothing.

When is this work finished?

The setup finishes; maintenance does not. Applying the same discipline to new products prevents repeating the entire exercise in six months.

Source: Prepared as an implementation guide from the shopping assistant development covered in this set.

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