GroupBy ist eine KI-gestützte Produktentdeckungsplattform für den E-Commerce, die auf Google Cloud Vertex AI basiert. Sie verbessert das Online-Einkaufserlebnis durch Suche in Google-Qualität, personalisierte Empfehlungen, automatische Datenanreicherung und fortschrittliche Merchandising-Tools. Entwickelt für B2B- und B2C-Händler, zielt sie darauf ab, Konversionen, Kundenbindung und Umsatz zu steigern, indem sie hochrelevante und ansprechende Benutzererlebnisse schafft.
Shaped ist eine KI-native Personalisierungsplattform, die es Entwicklern und Produktteams ermöglicht, anspruchsvolle Empfehlungs- und Suchsysteme zu erstellen und bereitzustellen. Sie nutzt Echtzeit-Verhaltensdaten, um Relevanz-Engines anzutreiben und so das Engagement, die Konversionen und die Kundenbindung auf verschiedenen Plattformen zu steigern.
Produktübersicht
GroupBy Produktübersicht
GroupBy ist eine KI-gestützte Produktentdeckungsplattform für den E-Commerce, die auf Google Cloud Vertex AI basiert. Sie verbessert das Online-Einkaufserlebnis durch Suche in Google-Qualität, personalisierte Empfehlungen, automatische Datenanreicherung und fortschrittliche Merchandising-Tools. Entwickelt für B2B- und B2C-Händler, zielt sie darauf ab, Konversionen, Kundenbindung und Umsatz zu steigern, indem sie hochrelevante und ansprechende Benutzererlebnisse schafft.
Shaped Produktübersicht
Shaped ist eine KI-native Personalisierungsplattform, die es Entwicklern und Produktteams ermöglicht, anspruchsvolle Empfehlungs- und Suchsysteme zu erstellen und bereitzustellen. Sie nutzt Echtzeit-Verhaltensdaten, um Relevanz-Engines anzutreiben und so das Engagement, die Konversionen und die Kundenbindung auf verschiedenen Plattformen zu steigern.
Detailed feature comparison
| Feature | GroupBy | Shaped |
|---|---|---|
| Hauptkategorie | Analysen | API & Integration |
| Hinzugefügt | 2025-08-13 | 2025-08-05 |
| Preismodell | Kostenpflichtig | Freemium |
| Offizielle Website | www.groupbyinc.com | www.shaped.ai |
| Produkttyp | Website | Website |
| Performance data | ||
| Nutzerbewertung | Nicht verifiziert | Nicht verifiziert |
| Kommentare | 0 | 0 |
| Monatliche Besuche | 3.9K | 87.5K |
| Monatliches Wachstum | -29% | 54.1% |
| Favoriten | 102 | 122 |
| Details | Details ansehen | Details ansehen |
GroupBy vs Shaped monthly traffic
Compare GroupBy and Shaped by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.
How to interpret the traffic data
In the GroupBy vs Shaped monthly traffic comparison, GroupBy currently shows 3.9K visits and Shaped shows 87.5K; Shaped has about 22.4 times the visible traffic of GroupBy, an absolute difference of about 83.6K visits. This reflects visible reach, not feature quality or paid users.
Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.
GroupBy monthly traffic:
Latest traffic
Monthly traffic trend
- 2025/9: 6.6K Monatliche Besuche
- 2026/1: 7.1K Monatliche Besuche
- 2026/2: 5.1K Monatliche Besuche
- 2026/3: 5.3K Monatliche Besuche
- 2026/4: 5.5K Monatliche Besuche
- 2026/5: 3.9K Monatliche Besuche
Top-Regionen
Top 5 countries/regions
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 67.44% | 2.6K |
| 🇨🇦Canada | 15.34% | 598 |
| 🇮🇳India | 11.7% | 456 |
| 🇬🇧United Kingdom | 5.52% | 215 |
Suchbegriffe
Shaped monthly traffic:
Latest traffic
Monthly traffic trend
- 2025/9: 39.8K Monatliche Besuche
- 2026/1: 72.9K Monatliche Besuche
- 2026/2: 67.4K Monatliche Besuche
- 2026/3: 59.9K Monatliche Besuche
- 2026/4: 56.8K Monatliche Besuche
- 2026/5: 87.5K Monatliche Besuche
Top-Regionen
Top 5 countries/regions
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 54.81% | 48K |
| 🇻🇳Vietnam | 12.39% | 10.8K |
| 🇳🇬Nigeria | 12.15% | 10.6K |
| 🇮🇳India | 10.84% | 9.5K |
| 🇬🇧United Kingdom | 9.81% | 8.6K |
Traffic-Quellen
| Source type | Percentage | Traffic |
|---|---|---|
| Direkt | 86.58% | 75.8K |
| Verweis | 13.42% | 11.7K |
Suchbegriffe
Usage comparison
Compare the core capabilities of GroupBy and Shaped
GroupBy Core features
Shaped Core features
Use cases
GroupBy Use cases
Shaped Use cases
GroupBy vs Shaped:In-depth comparison and selection guidance
First decide whether the products solve the same kind of need
This in-depth GroupBy vs Shaped comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. GroupBy is primarily listed under “Analysen”, while Shaped is primarily listed under “API & Integration”, so the first decision is whether your actual task matches their recorded scope.
The structured fields currently show these decision-relevant differences: Primary category (GroupBy: Analysen; Shaped: API & Integration); Pricing (GroupBy: Paid; Shaped: Freemium); Monthly visits (GroupBy: 3.9K; Shaped: 87.5K); Monthly growth (GroupBy: -29%; Shaped: 54.1%); Favorites (GroupBy: 102; Shaped: 122). These facts are more useful for selection than brand visibility alone.
What market visibility and monthly traffic mean
In the GroupBy vs Shaped monthly traffic comparison, GroupBy currently shows 3.9K visits and Shaped shows 87.5K; Shaped has about 22.4 times the visible traffic of GroupBy, an absolute difference of about 83.6K visits. This reflects visible reach, not feature quality or paid users.
Both tools provide verified traffic details, so monthly trends, visit depth, regions, and acquisition sources can be compared on the same basis.
If public market visibility is an important first-pass criterion, investigate Shaped first. The final choice should still follow taxonomy, use case, and a real trial because higher traffic does not prove broader capabilities or better workflow fit.
Product positioning, use cases, and roles
GroupBy and Shaped currently overlap in shared categories: Personalisierung; shared tags: KI-Suche, Personalisierung und Empfehlungs-Engine. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.
GroupBy's unique categories/tags are Analysen, Produktentdeckung, B2B, B2C, Datenanreicherung, E-Commerce, Google Cloud AI und Merchandising; Shaped's are API & Integration, Empfehlungs-Engine, Entwicklerwerkzeuge, E-Commerce, Großes Sprachmodell, maschinelles Lernen, Marktplatz und Ranking-API. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.
What ratings, comments, and favorites can tell you
GroupBy has no verified rating, 0 comments, 102 favorites, and 113 likes;Shaped has no verified rating, 0 comments, 122 favorites, and 121 likes。
Neither product has enough rating or comment samples for a credible reputation ranking.
Selection guidance by actual need
When to evaluate GroupBy first
Put GroupBy on the priority trial list when the task aligns with “Analysen” and especially Analysen, Produktentdeckung, B2B, B2C, Datenanreicherung und E-Commerce. This follows recorded positioning and does not imply unlisted capabilities are absent.
GroupBy also currently records: pricing is paid, product type is website, 3.9K verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
When to evaluate Shaped first
Put Shaped on the priority trial list when the task aligns with “API & Integration” and especially API & Integration, Empfehlungs-Engine, Entwicklerwerkzeuge, E-Commerce, Großes Sprachmodell und maschinelles Lernen. This follows recorded positioning and does not imply unlisted capabilities are absent.
Shaped also currently records: pricing is freemium, product type is website, 87.5K verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
How to validate the recommendation before deciding
The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in GroupBy and Shaped, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.




