Basedash Semantic Layer
The Basedash semantic layer lets teams create reusable SQL metrics and models that AI can reference across chat, charts, dashboards, insights, and automations.
StackScope is a free public catalogue of indie launches. We find launches on Product Hunt, Hacker News and similar feeds, then crawl each site to detect its tech stack and score it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 4 June 2026; the live site may have changed since.
Basedash Semantic Layer is largely in shape, with complete legal pages and a thorough launch checklist. Visible gaps: missing several security headers, no sitemap, and analytics without a consent banner.
Launched on Product Hunt on June 4, 2026. The site is hosted on Cloudflare in the United States, with a domain registered in 2013. The crawl picked up 21 technologies on this site, covering advertising, seo, ai service, and analytics. The stack includes Astro, Tailwind CSS, and Apple Business Connect.
For context, it's on one of the most common stacks we track, shared by 205 launches.
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Tech Stack (21)
| CDN |
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| DNS |
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| Protocol | HTTP/3 |
| Security |
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| Business email |
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| Transactional email |
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| CSS framework |
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| Meta-framework |
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| Advertising |
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| Analytics |
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| Marketing |
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| SEO |
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| Tag management |
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| Payments |
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| AI service |
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Infrastructure
Email Security
Storage (16)
| Name | Lifetime | Detected as |
|---|---|---|
| bcookie | 1y | |
| guest_id | 1y | X (Twitter) Ads |
| guest_id_ads | 1y | X (Twitter) Ads |
| guest_id_marketing | 1y | X (Twitter) Ads |
| lidc | 1d | |
| li_gc | 6mo | |
| muc_ads | 1y | X (Twitter) Ads |
| personalization_id | 1y | X (Twitter) Ads |
| _ga | 1y | Google Analytics |
| _ga_8KWCBQ3247 | 1y | Google Analytics |
| _gcl_au | 3mo | Google Ads |
| _rdt_uuid | 3mo | Reddit Ads |
| _twpid | 1y | X (Twitter) Ads |
| __cf_bm | < 1h | Cloudflare |
| Key | Size | Detected as |
|---|---|---|
| landingPage | 48 B | - |
| _gcl_ls | 152 B | Google Ads |
Readiness Breakdown How?
Performance How?
⚠ 2 images: 2 missing alt text
Indicative grade from a single automated render, not a substitute for Lighthouse or field data, and not part of the StackScope score.
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| Placeholder branding | +10 |
| AI copy signals | +5 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.
