For Google Merchant Center, PMax, Shopping, and AI Max

Google Ads Product Feed Enrichment

Get more impressions, lower your CPC, and boost relevance in PMax & Shopping. No integration or commitment. Test it free on 50 products.

Enrich 50 Products for Free

+41 %

CTR

Case Study #4, successful subcategory

+289 %

ROAS

Case Study #1, 22 days

+260 %

Clicks

Case Study #1, 22 days

Real Shopping data. See detailed data below.

Why is this free and what's the catch?

What's the catch? For 50 products, nothing. I just appreciate feedback. I've tested this on 15+ e-commerce stores, but there's always room for improvement.

01How It Works

How It Works

1. Upload Your Feed (CSV/XML/URL)

Export the products you want to test—top sellers or items you want to boost. Include all columns, or just the title, description, and link.

2. I Enrich Attributes from Your Data

I'll crawl your product pages, extract key facts, and add them as structured attributes. This typically improves product search visibility, filtering in Google's Shopping tab, and relevance to the PMax algorithm.

3. Connect It as a Supplemental Feed

I'll send you a Google Sheet link. You'll add it as a supplemental feed in Merchant Center. Setup takes ten minutes, including a quick review. Not sure how? I'll email you the instructions.

02Case Studies from Real Accounts

Case Studies from Real Accounts

I only report statistically significant numbers. And I'm transparent about what didn't go according to plan.

22 days48 products

Case Study #1

Client PMax Account

+719 %

Conversion Value

after adjusting for the control group's seasonal trend

Clicks+260 %

ROAS+289 %

CTR+29 %

From 480 to 1,582 clicks in 22 days. Enriched products significantly outgrew the rest of the catalog (control group).

View detailed report

22 days138 products

Case Study #2

Client PMax Account

+144 %

Clicks

after adjusting for the control group's seasonal trend

CTR (raw)+42 %

Conversion valuedata coming soon

ROASdata coming soon

I'm not reporting revenue yet. The conversion sample is too small; I'll add it once the data is statistically significant.

View detailed report

22 days193 products

Case Study #3

Client PMax Account

+394 %

Clicks

after adjusting for the control group's seasonal trend

CTR, subcategory A+7 %

CTR, subcategory B−33 %

Conversion valuedata coming soon

Enrichment generated broader search queries. One subcategory maintained exact matches, while the other attracted more generic queries at the cost of a lower CTR. Conversion data will be added later.

View detailed report

13 days620 products

Case Study #4

Client PMax Account

+41 %

CTR, successful subcategory

overall average across all products was only +8%

ROAS, subcat. A+27 %

CTR, subcat. B−11 %

Clicks, subcat. B+72 %

The average masked two contrasting results. Splitting by subcategory showed one drove volume up, while the other was diluted by more generic search queries. This is why I trust the details more than the average.

View detailed report

22 days48 products

Case Study #1

Client PMax Account

+719 %

Conversion Value

after adjusting for the control group's seasonal trend

Clicks+260 %

ROAS+289 %

CTR+29 %

From 480 to 1,582 clicks in 22 days. Enriched products significantly outgrew the rest of the catalog (control group).

View detailed report

22 days138 products

Case Study #2

Client PMax Account

+144 %

Clicks

after adjusting for the control group's seasonal trend

CTR (raw)+42 %

Conversion valuedata coming soon

ROASdata coming soon

I'm not reporting revenue yet. The conversion sample is too small; I'll add it once the data is statistically significant.

View detailed report

22 days193 products

Case Study #3

Client PMax Account

+394 %

Clicks

after adjusting for the control group's seasonal trend

CTR, subcategory A+7 %

CTR, subcategory B−33 %

Conversion valuedata coming soon

Enrichment generated broader search queries. One subcategory maintained exact matches, while the other attracted more generic queries at the cost of a lower CTR. Conversion data will be added later.

View detailed report

13 days620 products

Case Study #4

Client PMax Account

+41 %

CTR, successful subcategory

overall average across all products was only +8%

ROAS, subcat. A+27 %

CTR, subcat. B−11 %

Clicks, subcat. B+72 %

View detailed report

Methodology: Difference-in-Differences. Uplift is adjusted for the performance of a control group (non-enriched products in the same account and period). Data is anonymized: categories, brands, and campaigns are not disclosed. Percentages and product counts are real.

You've seen the real dataYou understand the methodologyNow test it on your 50 products

Enrich 50 Products for Free

03See Your Feed: Before & After

See Your Feed: Before & After

On the left: data your store sends to the feed today. On the right: the version enriched with facts from your product page.

Left: your feed today. Right: the version enriched from your product page. Swipe to compare.

Before Enrichment

title: Brown leather handbag
description: Quality leather handbag. Suitable for everyday use.
size: missing
material: missing
product_highlight: missing

After Enrichment

title: Leather Shoulder Bag, A4 format, 38 × 28 × 11 cm, Brown
description: Genuine cowhide leather shoulder bag. Dimensions 38 × 28 × 11 cm, fits A4 paper and laptops up to 13 inches. Features an internal organizer with 5 compartments and a zippered pocket, YKK metal zippers.
sizeadded: 38 × 28 × 11 cm
materialadded: Genuine cowhide leather
product_highlightadded: Fits A4 & 13" laptop • Internal organizer • YKK metal zippers; + up to ten other attributes (color, gender, age_group, google_product_category, etc.)

Before Enrichment

title: Brown leather handbag
description: Quality leather handbag. Suitable for everyday use.
size: missing
material: missing
product_highlight: missing

After Enrichment

title: Leather Shoulder Bag, A4 format, 38 × 28 × 11 cm, Brown
description: Genuine cowhide leather shoulder bag. Dimensions 38 × 28 × 11 cm, fits A4 paper and laptops up to 13 inches. Features an internal organizer with 5 compartments and a zippered pocket, YKK metal zippers.
sizeadded: 38 × 28 × 11 cm
materialadded: Genuine cowhide leather
product_highlightadded: Fits A4 & 13" laptop • Internal organizer • YKK metal zippers; + up to ten other attributes (color, gender, age_group, google_product_category, etc.)

04When It Helps, When It Doesn't

When It Helps, When It Doesn't

This tool isn't a silver bullet. Before I use it for clients, I consider the following:

It's a good fit if:

You want to quickly test if investing in your feed makes sense—without waiting for developers or complex integration.
Your product titles are short or generic.
You're missing specific attributes: dimensions, materials, use cases, age targeting.
Your PMax or Shopping CTR is below 0.8%.

It might not help if:

Your product titles already include detailed specifications.
Your product range is highly specialized with minimal search volume and little room to grow.
Your main issue is pricing, not copy.
Your campaigns are heavily brand-focused. Feed enrichment can broaden your reach, but it might reduce campaign efficiency.

It's a good fit if:

You want to quickly test if investing in your feed makes sense—without waiting for developers or complex integration.
Your product titles are short or generic.
You're missing specific attributes: dimensions, materials, use cases, age targeting.
Your PMax or Shopping CTR is below 0.8%.

It might not help if:

Your product titles already include detailed specifications.
Your product range is highly specialized with minimal search volume and little room to grow.
Your main issue is pricing, not copy.
Your campaigns are heavily brand-focused. Feed enrichment can broaden your reach, but it might reduce campaign efficiency.

05Free vs. Paid: What You Get

Free vs. Paid: What You Get

The free version optimizes all fields it can read from your current feed. The paid version adds fields that require crawling and parsing your product pages. This isn't included in the free version due to anti-bot risks, time limits, and costs.

Feed Attribute

Free (50 SKUs)

Paid Version

Title

Description

Google Product Category

Product highlight + detail

Color, size, material

Gender, age group, brand

Conversational Attributes (GMC AI Mode)

Q&A (Questions & Answers)

In the paid version, FAQs from the product page take priority over templates.

+ existing FAQs from LP

Variant option

Item group title

Why isn't scraping included in the free version?

The related_product and document_link attributes require downloading and parsing each product page's HTML (for 'related products' carousels and PDF manual links). This adds several seconds per product, risks anti-bot blocks, and requires rotating proxies. In the paid version, I crawl each page with a resilient fallback pattern. I skip this in the free version to keep the service fast and reliable for everyone.

Learn more about conversational attributes and GMC AI Mode in the blog post.

Karel Huk

PPC Freelancer · You're sending this to me

0650 products enriched, Sheet in 10 minutes

50 products enriched, Sheet in 10 minutes

You can upload any number of products, but only the first 50 will be processed. Feel free to upload your entire feed, just your top sellers, or products you want to boost.

Always check the quality of the supplemental feed. If something doesn't look right, email me and we can fine-tune the process.

Upload your feed

CSV or XML (Google RSS) — uploaded file up to 4 MB, via URL with no size limit. The tool enriches the first 50 products. The Google Sheet arrives typically within 10 minutes after you click the verification link in the email. I'm paying for this test myself, after all. :)

07Frequently Asked Questions

Frequently Asked Questions

How quickly will I get the results?

After uploading your CSV, you'll get a verification email. Once you click the link, I'll start the enrichment process. You'll typically receive the enriched Google Sheet within 10 minutes. In rare cases (if the queue is full), it may take up to 24 hours. You'll receive two emails in total: one for verification and one with the final result.

How do you ensure the specifications are accurate?

I only add attributes based on information I find on your website. After enrichment, I run a second check to ensure the added specs don't contradict what's on the site. Any discrepancies are flagged in the Sheet.

Does it work with Czech diacritics?

Yes, and it's a priority. Every word in the title and description is validated to ensure correct diacritics (like Czech's 'háčky' and 'čárky'). Garbled text won't make it into your feed.

What languages does it support?

Czech, Slovak, and English. The feed language is auto-detected, and you'll get the enriched output in the same language as your source data. Polish and German also work but are less tested. If you try them, let me know how it goes.

What if my CSV has a dead link?

I check every URL before scraping, detecting 404s, error page redirects, and timeouts. I skip scraping for any dead URLs, flag them in the Sheet, and continue processing the rest of the batch.

How do I connect the Sheet as a supplemental feed in Merchant Center?

In Google Merchant Center, go to Products > Feeds > Add supplemental feed. Select Google Sheets, paste the link, and connect it to your primary feed using the product ID. It's just a few clicks. I'll send detailed instructions along with your Sheet link.

What happens to my data after enrichment?

Your uploaded CSV and the generated Sheet are stored for a maximum of 30 days, after which they are automatically deleted. I never share your data with third parties. For details, see the Privacy Policy.

Why only 50 products?

Mainly because I cover the costs and this tool is still in a testing phase. 50 products is a large enough sample to show how the enriched products perform against the rest of your feed in Google Ads.

Does this work for Sklik, or just Google Ads?

For now, just Google Ads. I'm considering expanding it to other platforms like Sklik, Zboží.cz, or Heureka if there's enough demand.

How much does it cost for a full feed?

I don't have standard pricing for full feeds yet. However, if you're interested, email me at [email protected] and we can discuss it.

I built this tool primarily for my own work. Send any feedback, questions, or bug reports to [email protected]. Thanks!

Still deciding if feed enrichment makes sense for you? First, run a free AI Shopping readiness test to see which fields you're missing.

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Enrich 50 Products for Free