PIMplify
Praktiska Tillämpningar

PIMplify Användningsfall & AI Workflows

Utforska 10 konkreta användningsfall som visar hur e-handelsteam och PIM-specialister använder PIMplify för att eliminera manuell datainmatning och berika sina produktkataloger 10x snabbare.

Featured Use Case #1

AI Web Grounding: Enrich Technical Specs Directly from the Web

Live Data Fetching

Missing technical specifications, dimensions, or EAN attributes in your PIM? Manually hunting down datasheets, manufacturer portals, and supplier PDFs takes hours of valuable team time.

With PIMplify’s Web Grounding Engine, our AI searches live, verified web sources in real-time to find exact manufacturer specs, technical parameters, and missing product attributes—and maps them back directly into your PIM spreadsheet.

Fact-Checked & Verified

Grounding guarantees that AI model outputs are anchored in actual web data, completely avoiding hallucinations on technical parameters.

Live Grounding Benchmark Exempel

Målprodukt: "Bosch Professional GSR 18V-55 Sladdlös Borrskruvdragare"

Verifierade Live-Webbkällor

📄 Rå Input (Saknade Specifikationer i PIM)

Produktnamn: Bosch GSR 18V-55
EAN: 3165140958614
Vridmoment: [TOMT]
Obelastat varvtal: [TOMT]
Vikt: [TOMT]
Chuckkapacitet: [TOMT]

✨ Verifierat PIM Output (Auto-Berikat)

Produktnamn: Bosch Professional GSR 18V-55
Vridmoment (Max): 55 Nm
Obelastat varvtal: 0-1 750 v/min
Vikt exkl. batteri: 1,0 kg
Chuckkapacitet: 13 mm Metall
Källa: Verifierad från Bosch-Professional.com & Officiella Datablad

Manufacturer Site Scraping

Fetches exact specifications directly from official manufacturer URLs.

Missing Attribute Filling

Fills in missing dimensions, weights, and power ratings automatically.

Source Citations

Provides direct link citations to the web pages used to ground each attribute.
Featured Use Case #2

Context Caching: 100% Accurate Google Merchant Taxonomy Mapping

Context Caching

Google Merchant Center requires products to be categorized into precise Google Product Categories (e.g. Apparel & Accessories > Shoes > Athletic Shoes). With over 5,000 taxonomy categories, standard AI models frequently hallucinate incorrect category IDs.

Sending the entire 5,000-line Google taxonomy file in every API prompt is extremely expensive. PIMplify solves this using Google Vertex AI Context Caching: we cache the entire Google taxonomy once in Gemini's memory. PIMplify matches your products with 100% precision at a 90% lower token cost.

90% Cost Reduction

Context Caching reuses large reference files (up to 1M tokens) across thousands of API calls for pennies.

🚫 Standard AI Prompt (Utan Referensfil)

Produkt: Lätta Löparskor
Output Kategori: 1872 (Hallucinerat ID)
Resultat: Google Shopping Feed Avvisat
Kostnad: 20 000 tokens per API-anrop

⚡ PIMplify Context Caching (100% Exakt)

Produkt: Lätta Löparskor
Google Kategori ID: 5608
Fullständig Kategorisökväg: Kläder & Tillbehör > Skor > Sportskor
✓ 100% Google Merchant Godkänd
Tokenkostnad: 90% Besparing via Vertex AI Caching

Zero Taxonomy Hallucinations

Anchors model outputs strictly to official Google Merchant category IDs.

90% Lower Token Cost

Caches reference taxonomy files in Gemini memory to drastically reduce cost.

Instant Approval

Prevents Google Shopping feed disapprovals due to incorrect category tagging.
Featured Use Case #3

Brand Tone of Voice & Compliance Guardrails (Anti-Greenwashing)

Brand Compliance

Inconsistent tone across product descriptions damages brand trust. Worse, making unverified environmental claims can trigger massive regulatory fines under the EU Green Claims Directive.

PIMplify allows brand managers to enforce custom Universal Tone-of-Voice Guides and Guardrail Rules across all generated copy. Blacklist forbidden buzzwords (e.g. 'eco-friendly', 'green') unless backed by certified data, enforce brand formatting rules, and receive publication-ready copy.

EU Green Claims Compliant

Guardrails automatically rewrite vague eco-claims into factual, certified statements.

⚠️ Generisk AI Output (Greenwashing-Risk)

"Denna miljövänliga munkjacka är 100% grön och hållbar..."
Risk: Bryter mot EU:s Green Claims-direktiv (Otydliga Påståenden)

PIMplify Guardrailed HTML

<h3>Luvtröja i Ekologisk Bomull</h3>
<p>Tillverkad av 100% GOTS-certifierad ekologisk bomull, odlad utan syntetiska bekämpningsmedel.</p>
✓ 100% Brand Compliant & Verifierad mot EU:s Green Claims-direktiv!

Forbidden Word Filters

Blacklist lazy clichés so your copy sounds authentic and human.

Anti-Greenwashing Policy

Rewrites vague claims into certified, factual evidence (GOTS, OEKO-TEX).

HTML & Markdown Ready

Export formatted as Semantic HTML, GitHub Markdown, or PIM Rich Text.
Featured Use Case #4

Multi-Channel Marketplace Export (Amazon, Shopify, eBay, Google)

Channel Customization

Every sales channel has strict formatting guidelines. Amazon demands 5 concise bullet points under 500 characters. Shopify requires clean Markdown for rich text rendering. Google Shopping rejects promotional fluff in product titles.

PIMplify solves this: In a single Excel batch run, PIMplify generates distinct, channel-customized columns (amazon_bullet_1, shopify_body_html, google_title) formatted to meet every platform's exact requirements instantly.

Single-Run Omni-Channel

Generate Amazon bullets, Shopify HTML, and Google titles simultaneously in one master Excel export.

Single-Run Multi-Channel Output Matrix

Målprodukt: "TrailRunner 3 Vattentät Jacka" (SKU: TR-300-NAVY)

4 Kanaler Genererade Samtidigt

📦 Amazon Kanalkolumner

amazon_bullet_1..5
amazon_title: TrailRunner Herr 3-Lagers Vattentät Trailjacka (Stl L, Marinblå)
amazon_bullet_1: STORMSÄKERT SKYDD: 20 000 mm 3-lagers membran stänger ute hällregn.
amazon_bullet_2: AKTIV VENTILATION: Dubbla dragkedjor under armarna ger omedelbar svalka i branta stigningar.
amazon_bullet_3: ULTRALÄTT & PACKBAR: Viks enkelt ihop i sin egen bröstficka.
amazon_bullet_4: 360° REFLEX: Reflexdetaljer garanterar säkerhet under mörkerlöpning.
amazon_bullet_5: ERGONOMISK PASSFORM: Dubbel dragsko i fållen och hjälmkompatibel luva.
✓ Uppfyller Amazons Titel- och 5x Punktteckensgränser

🛍️ Shopify Webshop-Kolumn

shopify_body_html
<h3>Besegra Bergets Stormar i Total Komfort</h3>
<p>Konstruerad för trail- och berglöpare kombinerar TrailRunner 3 ett 20k/20k vattentätt membran med en ultralätt 210g design.</p>
<ul>
<li><strong>20 000 mm Vattenpelare:</strong> Tejpade sömmar stänger ute regn.</li>
<li><strong>20 000g/m² Andningsförmåga:</strong> Förhindrar fuktansamling.</li>
</ul>
✓ Formaterad med Ren Semantisk HTML

🔍 Google Shopping Titel-Kolumn

google_title
google_title: TrailRunner Herr Vattentät Jacka - Marinblå, Stl L
✓ Strikt Icke-Promotande Google Merchant Titelstandard

⚡ eBay Marknadsplats-Kolumn

ebay_markdown
## TrailRunner 3 Herr Trailjacka
* **Skick:** Ny med etikett
* **Vattentäthet:** 20 000 mm
✓ Klar för GitHub Flavored Markdown

Amazon Compliant

Generates bullet points adhering to character limits and prohibited claims.

Shopify & WooCommerce

Outputs clean Markdown or HTML ready for direct store API import.

Master Excel Matrix

Receive a single Excel file with dedicated columns for every sales channel.
Featured Use Case #5

Unstructured Text Walls to Structured PIM Attribute Columns

Data Extraction

Suppliers frequently send product info as messy, unstructured paragraphs of text where specs, materials, colors, and dimensions are all mixed together into a single column.

PIMplify solves this: Our AI reads the raw text paragraph, extracts the individual data points, and automatically populates clean, discrete PIM attribute columns (Color, Size, Material, Water_Rating) for seamless PIM database import.

Automated Field Mapping

Transform unformatted paragraph text into clean, structured PIM columns instantly.

📄 Ostrukturerad Leverantörstext

"Högpresterande marinblå jacka i storlek Large. Tillverkad av 100% återvunnen polyester med YKK vattentäta dragkedjor, 10 000 mm vattenpelare och ventilation under armarna."

Strukturerade PIM Attributkolumner

Färg: Marinblå
Storlek: Large
Material: 100% Återvunnen Polyester
Dragkedjemärke: YKK Vattentät
Vattenpelare: 10 000 mm
Ventilation: Dragkedja under armarna

Discrete Column Extraction

Parses paragraphs into clean key-value attribute columns for PIM.

Unit Normalization

Standardizes units (e.g. converting 10k mm to 10,000mm) automatically.

Ready for PIM Import

Exports formatted Excel files ready for Akeneo, Inriver, or Struct.
Featured Use Case #6

ISO, DIN, ETIM & B2B Industry Classification Standards

International B2B Standards

Industrial manufacturers, wholesalers, and B2B distributors require product catalogs to adhere to strict international standards such as ISO, DIN, ETIM, and UNSPSC classification codes.

PIMplify solves this: By caching official ISO, DIN, and ETIM classification schemas via Reference Files, PIMplify reads raw technical component descriptions and automatically extracts exact ISO standards, DIN codes, material grades (Stainless A4-70), UNSPSC commodity codes, and ETIM feature vectors.

ISO, DIN & ETIM Compliance

Accelerate B2B wholesale onboarding by converting technical engineering specs into standardized ISO, DIN & ETIM feature matrices.

🛠️ Rå Teknisk Komponentbeskrivning

"Sexkantskruv M12x50 DIN 933 / ISO 4017 Rostfritt Stål A4-70 Syrafast Helgängad"

⚡ Standardiserad B2B Output-Vektor

ISO Standard: ISO 4017 (Sexkantskruv)
DIN Standard: DIN 933 (Helgängad Sexkantskruv)
Materialklass: Rostfritt Stål A4-70 (AISI 316)
Gänga & Längd: M12 x 50 mm (Gängstigning: 1,75 mm)
UNSPSC Kod: 31161620 (Sexkantsbult)
ETIM Klass: EC002395 (Sexkantsbult)

ISO & DIN Standard Mapping

Extracts and verifies international ISO & DIN engineering standards.

UNSPSC & ETIM Ready

Meets exact classification requirements for global industrial B2B buyers.

Cached Reference Schemas

Reuses large ISO/DIN/ETIM matrices via Context Caching for 90% lower API cost.
Featured Use Case #7

SEO Keyword Injection & SERP Meta Title / Description Booster

Organic Search Growth

Ranking high on search engines requires product copy that naturally incorporates high-intent transactional keywords while maintaining a compelling, human-written feel.

PIMplify solves this: Upload your target SEO keyword list alongside product titles. PIMplify automatically injects primary and secondary keywords into product descriptions and generates perfectly sized Meta Titles (<60 chars) and Meta Descriptions (<155 chars).

Search Engine Optimization

Boost CTR on Google search results with perfectly formatted meta tags and keyword-rich copy.

🎯 Mål-Sökordsinput

Primärt Sökord: vattentät trailjacka
Sekundärt Sökord: lätt löparjacka
Märke: TrailRunner

🚀 Optimerade SERP Output-Kolumner

meta_title: Herr Vattentät Trailjacka | TrailRunner Skaljacka (52 tecken)
meta_description: Köp TrailRunner vattentät trailjacka. Med 20k/20k membran och lätt löparjackadesign för totalt skydd i bergen. (148 tecken)
✓ Sökord Integrerade Naturligt Utan Keyword Stuffing

Natural Keyword Injection

Incorporate search terms naturally without robotic keyword stuffing.

SERP Meta Tags

Generates meta titles under 60 chars and meta descriptions under 155 chars.

Higher Organic Rankings

Drive more qualified search traffic to your product detail pages.
Featured Use Case #8

Variant Matrix Copy Generator (Eliminate Duplicate Content Penalty)

SEO Protection

Selling a jacket in 12 colors and 6 sizes? Search engines penalize webshops that copy-paste identical product descriptions across every color variant.

PIMplify solves this: Generate unique, color-specific descriptions across your entire variant matrix in one batch run. Highlight specific color aesthetics and unique styling notes for every SKU without manual writing.

Duplicate Content Safe

Protect search rankings by ensuring every SKU in your catalog has a distinct product description.

🎨 Variant SKU #1 (Skogsgrön)

"Designad i en djup jordnära Skogsgrön finish, smälter denna trailjacka in i skogsterrängen med matta detaljer..."

⚡ Variant SKU #2 (Signalorange)

"Tillverkad i säkerhetscertifierad Signalorange, garanterar denna fjälljacka hög synlighet över snögränsen och på tidiga morgonrutter..."

Color & Material Specific

Tailors description details specifically to each colorway or finish.

Canonical & SEO Friendly

Eliminates Google duplicate content penalties across parent/child SKUs.

Batch Variant Processing

Enrich hundreds of variant SKUs simultaneously in seconds.
Featured Use Case #9

Multimodal Vision AI: Image-to-Specifications Enrichment

Multimodal AI

Only have product images without any written specifications or text? Manual data entry from photos is tedious and error-prone.

PIMplify solves this: Powered by Gemini Vision AI, PIMplify analyzes product images directly from URLs. The AI detects visual attributes like necklines, pattern types, sleeve lengths, materials, and hardware details—generating complete product specs automatically.

Image-to-Text Pipeline

Convert product photos directly into structured PIM data without writing a single line of text.

🖼️ Bild-URL Input-Kolumn

image_url: https://cdn.store.com/products/jacket_front_view.jpg

👁️ Vision AI Utdragna Attribut

Passform/Snitt: Atletisk Passform / Förlängd Rygg
Dragkedja: Hel Dragkedja med Vindslå
Ärmslut: Justerbara Kardborreband
Luvtyp: Integrerad Hjälmkompatibel Stormluva
✓ Extraherat direkt från bildpixlar

Visual Attribute Extraction

Detects patterns, colors, materials, and design cuts directly from images.

Zero Text Needed

Enrich catalog items even when supplier text is completely missing.

Direct Image URL Input

Pass image URLs straight from your CDN or DAM into your Excel sheet.
Featured Use Case #10

PDF Reference File & Technical Datasheet Auto-Extraction

Document AI Parsing

B2B suppliers frequently send complex 30-page PDF technical manuals and datasheets containing key product specifications buried in complex tables.

PIMplify solves this: Attach PDF datasheets as Reference Files in PIMplify. Our AI parses the entire PDF document, extracts technical specification tables, safety ratings, and installation guidelines, and populates your PIM Excel file automatically.

PDF-to-Spreadsheet Automation

Extract specs buried in 50-page PDF datasheets directly into structured Excel columns.

📁 Referens PDF Datablad Bilage

Referensfil: Pump_Model_X500_Technical_Manual.pdf (42 sidor)

📊 Extraherade Excel-Kolumnvärden

Max Flöde: 150 L/min (Sida 14, Tabell 3.2)
Driftstemperatur: -20°C till +85°C
IP-Klass: IP67 Vattentät
Certifieringar: CE, RoHS, ISO 9001
✓ Tolkat automatiskt från flersidiga PDF-tabeller

Complex Table Parsing

Extracts nested specification tables from multi-page PDF datasheets.

Safety & Compliance Extraction

Pulls safety certifications, compliance standards, and manual specs.

Zero Manual PDF Reading

Saves hundreds of manual hours reading technical supplier documentation.