Content Velocity
Batch processing generates texts for 50 to 50,000+ products — catalogs that took weeks are finished in days
Commerce Software
Product Content at Scale — Always in Your Brand Voice
KAI turns product data and images into brand-aligned, channel-specific texts automatically. Multi-stage AI models, vision-based image analysis, and automated quality checks — from 50 to 50,000+ products.
Brand Consistency
AI Product Text Canvas and layered prompting enforce tone, messaging, and compliance guardrails across every text, channel, and language
SEO
Automatic keyword integration and metadata generation improve rankings without extra editorial effort
Data Quality
Vision-based image analysis fills attribute gaps directly from product photos, upgrading incomplete PIM data
What it's about
PM KAI Product Intelligence
KAI is an AI-powered product content editor built for modern e-commerce. It reads product data from your PIM system or CSV files, links it with product images, and generates publish-ready texts that stay true to your brand — for every channel you sell on.
Instead of a single generic prompt, KAI works with a chain of specialized AI models for research, structure, and tonality. Vision models analyze your product photos and fill attribute gaps that raw data leaves open. Layered prompting separates facts, brand voice, and channel requirements, so the same product can be described accurately for your shop, marketplaces, SEO, social media, and newsletters. Automated quality checks review every text before it goes live.
KAI is developed and operated by premotion media, your Vienna-based partner for e-commerce, web development, and AI strategies.
Features
Thought through to the daily workflow.
Every building block is focused on a clear benefit and fits into existing processes.
Feature Section
Simple prompting produces generic texts. KAI instead runs a chain of specialized models: one stage handles ideation and research, another builds structure, and another adapts the result to your brand. The outcome is content that reads as if your own team wrote it — reproducible across the entire catalog.
Multi-Stage AI Architecture — More Than a Single Prompt
Simple prompting produces generic texts. KAI instead runs a chain of specialized models: one stage handles ideation and research, another builds structure, and another adapts the result to your brand. The outcome is content that reads as if your own team wrote it — reproducible across the entire catalog.
- Specialized models for ideation, structuring, and brand adaptation
- Reproducible process combining modern language models, image analysis, and a clear rule set
- Quality over quantity: data as foundation, brand as voice
- Consistent results across small and very large product ranges
Vision-Based Image Analysis — KAI Sees Your Products
Product data is rarely complete. KAI analyzes product photos with vision models and extracts properties that traditional data often lacks — material, cut, style, form, and usage context. Missing attributes are complemented directly from the images, so texts stay accurate even when the source data has gaps.
- Recognizes form, material, style, and usage contexts from product photos
- Complements missing attributes directly from images
- Validates available data and identifies gaps before generation
- Combined text and image models evaluate every product
Layered Prompting — Facts, Brand, Channel
KAI builds every product text in layers. Layer one creates a neutral, factually accurate base description. Layer two applies your brand voice, tone, and wording guidelines. Layer three optimizes the text for its destination format — SEO landing pages, social media, newsletters, and more.
- Layer 1 (Facts): neutral, accurate base descriptions from validated data
- Layer 2 (Brand): brand tonality, storytelling elements, and wording guidelines
- Layer 3 (Channel): channel-specific requirements and formats
- One product, many outputs — without rewriting from scratch
Automated Quality Assurance — Checked Before Publication
Every generated text passes automated review before it reaches a channel. KAI evaluates length, readability, clarity, and brand alignment, checks for blacklisted terms, and runs a hallucination check to verify factual accuracy. Passages that need a human touch are flagged for manual refinement — you keep editorial control.
- Automated checks for tonality, length, readability, and compliance
- Blacklist screening for prohibited terms
- Hallucination check for factual accuracy
- Flags passages where manual fine-tuning is recommended
AI Product Text Canvas — Your Content Strategy in One Place
The AI Product Text Canvas is the central strategy interface behind your content. Define audience segments, core messaging, tone of voice, compliance guardrails, and channel mapping once — KAI applies these rules to every text it generates.
- Audience segments and core messaging defined centrally
- Tone of voice and compliance guardrails as binding rules
- Channel mapping for consistent multi-channel output
- One strategy, applied automatically across the whole catalog
SEO and Multilingual Output — Rank and Reach
KAI integrates keywords automatically and generates metadata for better rankings. For international catalogs, it creates consistent texts in all languages of your target markets with one click — same facts, same brand voice, every market.
- Automatic keyword integration and metadata generation
- Multilingual output for all target-market languages with one click
- Channel-optimized formats for shops, marketplaces, and campaigns
- Consistent brand voice across every language and channel
Batch Processing — From 50 to 50,000+ Products
Whether you run a focused niche shop or a corporate assortment, KAI processes catalogs efficiently at any scale. Import once, generate in bulk, review flagged items, and distribute — without the media breaks of manual copy-paste workflows.
- Efficient batch processing from 50 to 50,000+ products
- No manual data transfer between systems
- Scales from first automation steps to enterprise rollouts
- Rollout structured in phases: pilot project, workflow definition, scaling
How it works
A clear path to the result.
- 01
Step 1 — Data & Image Import
KAI imports product data from your PIM system, CSV files, or shop platform and links it with your product images. Supplementary attributes can be added optionally.
- 02
Step 2 — Intelligent Analysis
Text and image models evaluate the available information. Vision analysis extracts style, form, material, and usage context from product photos and identifies data gaps.
- 03
Step 3 — Layered Prompting
KAI generates content in layers: first a neutral, factual description, then your brand tonality and storytelling, then channel-specific requirements.
- 04
Step 4 — Quality Review & Refinement
Every text is evaluated for length, clarity, and brand alignment, screened against blacklists, and checked for hallucinations. KAI highlights passages where manual fine-tuning is recommended.
- 05
Step 5 — Channel Distribution
Approved texts are exported via CSV, JSON, or direct API push and deployed to your target systems — shops, marketplaces, and campaign landing pages.
Who is it for?
Made for concrete requirements.
The solution is a particularly good fit for these teams, roles and business models.
E-Commerce Teams with Large Catalogs
Produce consistent product texts for hundreds or thousands of items without scaling headcount. Batch processing handles 50 to 50,000+ products efficiently.
Marketing Teams Running Multi-Channel Campaigns
Generate channel-specific variants — shop, SEO, social media, newsletter — from a single product data source. Channel mapping keeps every output aligned.
Brand Managers
Enforce a consistent voice across all channels and languages. The AI Product Text Canvas turns tone, messaging, and compliance guardrails into binding rules that every generated text follows.
Content Managers
Scale production beyond team capacity. Automated quality checks and refinement flags keep editorial control in human hands while AI does the heavy lifting.
Small Shops and Growing Brands
Start with the Starter plan and automate your first product texts. Grow into custom brand voice, more languages, and PIM integration as your catalog expands.
International and Enterprise Assortments
Multilingual generation with one click, unlimited product volumes, dedicated success management, and custom API and SLA options on the Enterprise plan.
Tech & scope
The key details at a glance.
- Product Type
- AI-powered product content editor for e-commerce
- Deployment
- SaaS (cloud-based)
- Data Import
- PIM systems, CSV, shop platforms
- Image Analysis
- Vision models for material, cut, style, form, and usage context
- Text Generation
- Multi-stage chain of specialized language models, layered prompting
- Quality Assurance
- Automated checks for length, readability, brand alignment, blacklisted terms; hallucination check
- SEO
- Automatic keyword integration and metadata generation
- Languages
- Multilingual output for all target-market languages
- Batch Capacity
- 50 to 50,000+ products
- Shop Integrations
- Shopware and Shopify via API
- Export Formats
- CSV, JSON, direct API push
- Strategy Interface
- AI Product Text Canvas (audiences, messaging, tone, guardrails, channel mapping)
- Support
- Live chat, support tickets, knowledge base with documentation and API guides
- Trial
- 14 days free, no credit card required
- Vendor
- premotion media, Vienna, Austria
FAQ
Frequently asked questions.
What exactly is KAI?
KAI is an AI-powered product content editor for e-commerce. It transforms product data and images into brand-aligned, channel-specific texts automatically — from single collections to catalogs with 50,000+ products.
How is KAI different from writing texts with a generic AI chatbot?
KAI does not rely on a single prompt. It runs a chain of specialized models for research, structure, and tonality, and generates content in layers: facts first, then brand voice, then channel optimization. Combined with a clear rule set, this makes results reproducible and consistent across the entire catalog.
What does the image analysis do?
KAI "sees" your products. Vision models analyze product photos and extract properties like material, cut, style, form, and usage context — and complement missing attributes directly from the images. Texts stay accurate even when the underlying product data is incomplete.
How does KAI keep texts on brand?
The AI Product Text Canvas defines your audience segments, core messaging, tone of voice, compliance guardrails, and channel mapping in one central place. Layered prompting then applies your brand voice and wording guidelines to every generated text, and automated review checks brand alignment before publication.
Which systems does KAI integrate with?
KAI imports product data from PIM systems, CSV files, and shop platforms, and connects directly to Shopware and Shopify via API. Exports are available as CSV, JSON, or direct API pushes to shops, marketplaces, and campaign landing pages — no manual data transfer between systems.
Can KAI generate texts in multiple languages?
Yes. KAI creates consistent texts in all languages of your target markets with one click. The Starter plan covers one language, Pro covers five, and Enterprise covers all languages.
How does quality assurance work — can I trust the output?
Every text passes automated checks for length, clarity, readability, and brand alignment, is screened against blacklisted terms, and runs through a hallucination check for factual accuracy. KAI flags passages where manual fine-tuning is recommended, so your team keeps final editorial control.
How much does KAI cost, and can I try it first?
KAI starts at €150 per month (€120 per month with annual billing) for the Starter plan, €250 per month (€200 annually) for Pro, and custom Enterprise pricing on request from premotion media. Every plan begins with a 14-day free trial — no credit card required.
Ready?
Your Products Deserve Texts That Sound Like You
KAI combines specialized AI models, vision-based image analysis, and a clear rule set into one reproducible content process. Import your product data, define your brand once in the AI Product Text Canvas, and let KAI generate accurate, on-brand, channel-ready texts — reviewed by automated quality checks and refined under your editorial control. Start with the 14-day free trial, no credit card required, or talk to premotion media about a pilot project for your catalog.
Discuss your project