massvai.com
Massvai
AI App Builder for Next.js, Supabase & Vercel | Massvai
Turn a prompt into a production-ready Next.js app with an AI coding agent, live preview, Supabase, GitHub sync, and one-click Vercel deployment.
AI app builder that turns a prompt into a production-ready full-stack Next.js app with an AI coding agent, live preview, Supabase, GitHub sync and one-click Vercel deployment.
Submitted URLs are declarations until checked. Verification inspects published content and does not execute third-party tools.
2 duplicate documentation links
Listing updated: . Machine-readable profile (JSON)
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{
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The score measures observable documentation quality. Each component below lists its earned points, exact checks, and source observations. It is not a prediction of AI rankings or citations.
Overall readiness
Confidence: medium· V2
How this score is calculated
round(98.76 ÷ 100 × 100) = 99/100
98.76 points earned out of 100 assessed. All 100 available points were assessed. The checks below show each result. Optional integrations and file size earn no extra points.
Full scoring rules and worked exampleCurrent usable primary file: 25/25.
Current llms.txt retrieval succeeded (HTTP 200); usable text verified.
5 of 38 unique destinations checked: 2 working, 0 confirmed broken, 3 unknown. We check up to five destinations, not every page. A successful HTTP response does not prove that a page is relevant or factually correct.
Sample checked: 2026-11-03 22:16:50 UTC · Source snapshot: 7320fa708019
Destination responded successfully
Response exceeded the sample size limit
Destination responded successfully
Response exceeded the sample size limit
Last verified: 2026-11-03.
This measures observable documentation, not model rankings or citation probability.
H1 is the only required section in the llms.txt proposal. Other checks are LLMSList quality preferences; missing optional sections do not make usable text invalid.
Destination accessibility covers a sample of 5 out of 38 unique links, not the entire website.
llms.txt: Documentation sections: Massvai; Main pages; Languages; Guides. Derived from headings; source checked 2026-11-03.
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One project H1 at the beginning: 10/10. Coherent content sections: 5/5. Documentation links organized in lists: 5/5. Non-repeated headings: 5/5.
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H2 with content: yes; no heading-level jumps: yes.
40 valid link occurrence(s) inside Markdown lists.
4 unique heading(s) out of 4; code examples are excluded.
Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 4.75/5. Descriptive link labels: 2.5/2.5. Context beside file links: 1.51/2.5. Sampled destination accessibility: 10/10.
40 valid URL occurrence(s), 0 malformed, unsupported or unresolved.
38 unique destination(s) from 40 valid occurrence(s).
38 of 38 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.
23 of 38 unique links have notes beside a Markdown list link.
5 of 38 destinations sampled: 2 working, 0 confirmed 404/410, 3 unknown. Only working and confirmed-broken results enter this fraction.
Use unique HTTP(S) documentation links with descriptive labels and short notes beside list links. Fix confirmed HTTP 404/410 destinations in the sample below. Access-denied, rate-limited or timed-out checks are unknown, not confirmed broken. Request a recheck after changes; more links alone earn no extra points.
Age of last successful verification: 10/10. Latest primary check succeeded: 5/5.
Last success: 2026-11-03T22:16:49.576Z. Full points through day 8 (7-day schedule plus 1-day grace), 60% through day 30, 20% thereafter or for an unknown date.
Latest primary verification succeeded.
Useful summary blockquote: 5/5. Useful introductory context: 5/5.
A blockquote before the first H2 with at least 20 non-whitespace characters and no placeholder-only text.
An introductory paragraph before the first H2 with at least 20 non-whitespace characters and no placeholder-only text. Listing form fields do not earn these points.
80–100%50–79%0–49%Gray: not assessed
Component colors use earned points ÷ assessed points. Unmeasured checks are excluded from the assessed maximum. Model v2.0. Calculated 2026-11-03 22:16:55 UTC.
Response exceeded the sample size limit
Only HTTP 404/410 is classified as confirmed broken. HTTP 403/429, timeouts and incomplete checks remain unknown. If all sample outcomes are unknown, the link-health check is excluded from the assessed maximum and the score is marked provisional.