Analysis · Product texts · 2026

How much we saved
and what we covered on top

The impact of AI on copywriter capacity, coverage of new portfolios and translation costs — in numbers and percentages.

New texts / month
+7 000
copyediting · 7 countries
Savings on translations
–40 %
vs. agency translation
Copywriters with AI
6
2 ENG · 4 CZ
CW capacity increase
TBA
data being verified
AI Copyediting · OPEX

+1 000 new texts
per month for each country

Copyediting as a type of coverage didn't exist before AI. Today we cover portfolios the copywriter had no capacity for — the mass segment, less important categories, long-tail products.

🇨🇿
CZ
1 000
texts / month
🇩🇪
DE
1 000
texts / month
🇵🇱
PL
1 000
texts / month
🇷🇴
RO
1 000
texts / month
🇮🇹
IT
1 000
texts / month
🇦🇹
AT
1 000
texts / month
🇸🇰
SK
1 000
texts / month

A total of +7 000 product texts per month that wouldn't exist without AI copyediting. Each copyeditor covers ~1 000 products/month at a capacity equivalent to a quarter-time role.

The exact copyeditor cost (hourly rate ~250 CZK) and total monthly OPEX To verify

AI Copywriting · PEREX

Same team, bigger output

Copywriters work with AI tools as a natural part of their editor. The copywriter remains the quality guarantor — AI takes over the routine part of the work and increases capacity without adding headcount.

Before AI
150
products / month / copywriter
CZ or ENG originals only
6 copywriters total (4 CZ + 2 ENG)
~900 texts / month in total
With AI
TBA
products / month / copywriter
Expected increase: tens / copywriter
Same PEREX — higher output
Data being verified

The exact number of new texts thanks to AI will be added after evaluation. The capacity multiple and PEREX-per-text will be calculated. TBA

AI Translations · OPEX

Translations at 40 % of the cost

AI translations replace agency translation for verified Unique texts — never from copyediting. We translate more texts into more countries for a fraction of the original price.

Savings vs. agency translation
–40 %
Each translated text costs significantly less than agency translation, while preserving the quality verified by the source Unique text.
Absolute savings amount in EUR/CZK · details to be provided · TBA

We translate exclusively from verified Unique texts with the AI flag — never from AI copyediting. The luxury portfolio and specific products stay with agency translation.

Summary overview

Where we save budget
and where we add coverage

The impact of AI on product texts can't be measured by savings alone — equally important is the coverage that wouldn't have existed without AI at all.

Area
Impact
Cost type
Data status
AI Copyediting+7 000 new texts / month · 7 countries
+7 000 / month
OPEX
Rate to verify
AI Copywriting6 copywriters · 150 → TBA texts / month
TBA increase
PEREX
Data being verified
AI TranslationsUnique texts · all countries
–40 % cost
OPEX
Abs. amount TBA