NBFS field notes
NBFS ALUMNIGRADUATED
VibeTags
Make your products readable to AI search & shopping engines like ChatGPT, Gemini and Perplexity.
Worth a Look · 0
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Collected facts
What the listing says
Shoppers are using AI assistants like ChatGPT and Gemini to find products. Shopify feeds your catalog to them, but AI only sees bare data and misses your brand's unique story. VibeTags fixes this. Describe your products across six key dimensions. Our app turns this into feed-ready copy and structured data that AI search engines read, writing it directly to your product descriptions and storefront. No coding required, fully reversible, with built-in quality guardrails.
- Category
- SEO & Site Optimization
- Pricing
- Free plan available
- Shopify rating
- No rating available
- Developer
- TrueSource AI
- Use cases
- SEO
Structured evaluations
Six axes, no overall score
Rate only the dimensions you experienced. Use N/A when an axis does not apply.
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| Metric | Median | Responses | Distribution 1→5 |
|---|---|---|---|
| Setup & Ease of Use | — | 0 | 0 / 0 / 0 / 0 / 0 |
| UX/UI | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Listing Accuracy | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Reliability & Performance | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Support | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Value for Money | — | 0 | 0 / 0 / 0 / 0 / 0 |
No self-reported evaluation profiles yet.
Official listing images
Product screenshots
From the developer
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Discussions · 0
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External NBFS sticker
Show the current listing state
The SVG updates when this app graduates or is archived. It is a listing marker, not a quality certification.