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VibeCodingList

vibecodinglist.com

Builder network and feedback platform for AI-assisted and vibe-coded projects

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Good for Bots report

VibeCodingList scores 70 of 100: 26 of the 50 base points, 44 of the 50 agent-layer points, no penalties.

Earned

26 of the 50 base points above the line, 44 of the 50 agent-layer points below it.

70

3 prompts away

Copy them below ↓

29

Still open

Behind the checks below, with prompts in Pro.

1
Penalties0
How scoring works · current methodology →

Through a bot’s eyes

“VibeCodingList is a builder network for feedback and growth that connects creators of AI-assisted projects with contributors for reviews, AI website audits, and research data.”

Simulated from the response GoodForBotsBot received on , not a live answer from any AI assistant.

What it can read, and what stays hidden →

What a bot can read

A language model reading this input learns that VibeCodingList functions as a community network and directory for AI-assisted software projects. The text covers builder submission workflows, contributor feedback guidelines, rewards structures, featured projects, and agent access via an MCP endpoint and REST API. The provided markdown twin adds structured navigation links, featured project listings, and frequently asked questions explaining how feedback and rewards operate. The llms.txt file significantly expands machine readability by detailing developer routes, API integrations, data room access terms, and MCP tool definitions such as search_projects and get_research_report. JSON-LD blocks confirm basic site identity and page metadata. Pricing details for the Data Room pass ($29 once for 30 days) are present in the llms.txt file.

What stays hidden

While the llms.txt mentions that a Data Room Pass costs $29 for a 30-day period, exact pricing tiers or fee structures for other builder services, domain rating growth, or paid launch packs are not fully detailed on the homepage. Contact details or physical addresses are also absent.

What is VibeCodingList?

VibeCodingList is a builder network designed for feedback and growth, specifically for individuals creating projects using AI and vibe coding methods. It offers a platform where builders can share their applications, request specific feedback, gain visibility through public directories and launch packs, and connect with other creators.

Read more →

The site also provides AI website audits, developer documentation, and original research reports such as the State of Vibe Coding. Contributors can review projects and participate in feedback missions, with potential cash rewards for eligible, high-impact reviews.

3 prompts, 29 points

For Claude Code, Cursor or Codex. The score moves after the next scan.

+13score from 70 to 83

Mark up content so a reader can find it

None of the 4 pages read pass. The homepage is unstructured markup: no content root, no usable heading outline and no landmarks.

Read prompt

+10.9score from 83 to 94

Describe the site with schema.org JSON-LD

1 of 4 pages read pass. The page at /ai-review publishes no structured data at all: no JSON-LD, no microdata, no RDFa.

Read prompt

+5score from 94 to 99

State a position on AI crawlers

robots.txt states AI usage preferences, but names no AI crawler individually.

Read prompt

Pro

9 more prompts in Pro

Pro shows a prompt for every fix and drafts your llms.txt and robots.txt. It never changes the score.

$9 once, per listingSee Pro

Deployed your fixes? Rescan to update your score →

Ready-made files

Pro drafts these for this site.

Pro

A ready-made llms.txt and robots.txt

Pro drafts both files for VibeCodingList from its scan, keeps only links and rules our parsers can verify, and hands them over ready to review and publish. It never changes the score.

See Pro

Select a check to see what we found and how it is graded.

Readable base

26.1 / 50

Passes.

4.3 of 4.3 points.

robots.txt is valid, with 4 user-agent groups.

Passes.

10.9 of 10.9 points.

Sitemap declared in robots.txt, listing at least 200 URLs.

Fails.

0 of 10.9 points.

1 of 4 pages read pass. The page at /ai-review publishes no structured data at all: no JSON-LD, no microdata, no RDFa.

Fails.

0 of 13 points.

None of the 4 pages read pass. The homepage is unstructured markup: no content root, no usable heading outline and no landmarks.

Not applicable.

0 of 0 points.

No applicable navigation links were observed in the homepage HTML.

Passes.

5.4 of 5.4 points.

77 of 77 assessed homepage links and buttons have a nonempty accessible name.

Not applicable.

0 of 0 points.

No applicable form fields were observed in the homepage HTML.

Passes.

3.3 of 3.3 points.

77 of 77 assessed homepage controls and role declarations meet the static role, state and relationship checks.

Passes.

2.2 of 2.2 points.

3 of 4 pages read pass. The page at /ai-review declares no canonical URL, in a Link header or a <link> element.

Agent layer

43.8 / 50

Passes.

11.3 of 11.3 points.

/llms.txt is well formed: 28 links across 3 sections.

Passes.

7.5 of 7.5 points.

/llms.txt is descriptive: a summary plus descriptions on 100% of links.

Passes.

12.5 of 12.5 points.

llms.txt points at 4 markdown versions of pages.

Passes.

10 of 10 points.

All 4 pages read pass. The homepage serves markdown on `Accept: text/markdown`.

Fails.

0 of 5 points.

robots.txt states AI usage preferences, but names no AI crawler individually.

Passes.

2.5 of 2.5 points.

Declares AI usage preferences via Content-Signal (robots.txt): ai-train, ai-input, search.

Penalties

− 0

Passes.

Penalty: 0 of 15 points.

Our crawler reaches the page without being challenged.

Passes.

Penalty: 0 of 20 points.

Nothing on the homepage tells a crawler to skip it or to withhold its snippet.

Not applicable.

Penalty: 0 of 0 points.

The homepage contains text or potentially meaningful elements; JavaScript dependence is not established.

Passes.

Penalty: 0 of 25 points.

robots.txt allows every known search and user-fetch crawler to reach the homepage.

Passes.

Penalty: 0 of 10 points.

The homepage is served over HTTPS and returns HTTP 200.

Passes.

Penalty: 0 of 3 points.

The homepage provides both a non-empty title and meta description.

Passes.

Penalty: 0 of 3 points.

The homepage is reached in 0 redirects.

Passes.

Penalty: 0 of 3 points.

The homepage reached a plain crawler in 360 ms.

Agent capabilities

2 of 10 · no points

Each one found adds +1 to the badge.

Passes.

+1 on the badge.

Publishes an API catalog describing 3 APIs.

Half passes.

Adds +1 to the badge when found.

/auth.md is published but links neither OAuth protected-resource nor authorization-server metadata, so an agent cannot discover where to authenticate.

Not applicable.

Adds +1 to the badge when found.

No AI Catalog published, so no MCP server card can be discovered.

Not applicable.

Adds +1 to the badge when found.

No A2A Agent Card at /.well-known/agent-card.json, and none listed in an AI Catalog.

Passes.

+1 on the badge.

Publishes an Agent Skills index with 1 usable entry. Skill artifacts and digests were not verified.

Not applicable.

Adds +1 to the badge when found.

No WebMCP declarations were found in the collected HTML or inline scripts. External scripts were not inspected.

Not applicable.

Adds +1 to the badge when found.

No Web Bot Auth key directory at /.well-known/http-message-signatures-directory.

Not applicable.

Adds +1 to the badge when found.

No HTTP 402 payment challenge on the homepage or robots.txt, and no manifest at /.well-known/x402.

Not applicable.

Adds +1 to the badge when found.

No ACP discovery declaration established at /.well-known/acp.json.

Not applicable.

Adds +1 to the badge when found.

No UCP discovery declaration established at /.well-known/ucp.

Access & usage policy

Who can read this page, and for what purpose?

GoodForBotsBot received HTTP 200 via a direct request. No indexing restriction was observed in the supported homepage directives.

Sampled URL: https://vibecodinglist.com/

Declared crawling rules

robots.txt refuses this URL for some listed identities. See the affected crawlers below.

Sources and scope: declared crawling rules
  • Declared allow · Scan admission

    • GoodForBotsBot/1.0 (+https://goodforbots.com/bot)

    The recorded robots admission decision allowed our crawler to proceed.

    GoodForBotsBot admission along the homepage request chain

    https://vibecodinglist.com/

    robots.txt is present and valid

  • Declared allow · robots.txt

    • goodforbotsbot (Site diagnostics)
    • * (Default robots group)
    • oai-searchbot (ai-search)
    • claude-searchbot (ai-search)
    • perplexitybot (ai-search)
    • mistralai-index (ai-search)
    • kimi-searchbot (ai-search)
    • amzn-searchbot (ai-search)
    • meta-webindexer (ai-search)
    • exasearchbot (ai-search)
    • aiwebindex (ai-search)
    • duckassistbot (ai-search)
    • shapbot (ai-search)
    • yandexadditional (ai-search)
    • yandexadditionalbot (ai-search)
    • gptbot (ai-training)
    • claudebot (ai-training)
    • mistralai-training (ai-training)
    • kimibot (ai-training)
    • ai2bot (Unknown)
    • applebot-extended (ai-training)
    • webzio-extended (ai-training)
    • chatgpt-user (user-fetch)
    • claude-user (user-fetch)
    • perplexity-user (user-fetch)
    • mistralai-user (user-fetch)
    • kimi-user (user-fetch)
    • amzn-user (user-fetch)
    • diffbot-user (user-fetch)
    • firecrawlagent (extraction)
    • webzio (extraction)
    • meta-externalfetcher (user-fetch, agent)
    • google-extended (ai-training, grounding)
    • meta-externalagent (ai-training, product-improvement)
    • amazonbot (ai-training, product-improvement)
    • ccbot (open-dataset, ai-training)
    • googlebot (search)
    • bingbot (search)

    No matching refusal for this URL in the applicable robots group. This is a declaration, not an access test.

    Acquisition of https://vibecodinglist.com/

    https://vibecodinglist.com/robots.txt

    User-agent: *
    allow: /

    robots.txt is present and validStates a position on AI crawlersAllows search and user-fetch crawlers

  • Declared restriction · robots.txt

    • semrushbot (Unknown)
    • siteauditbot (Unknown)
    • semrushbot-ba (Unknown)
    • semrushbot-si (Unknown)
    • semrushbot-swa (Unknown)
    • semrushbot-ocob (Unknown)
    • semrushbot-ft (Unknown)
    • semrushbot-esi (Unknown)
    • splitsignalbot (Unknown)

    A matching refusal for this URL in the applicable robots group. This is a declaration, not an access test.

    Acquisition of https://vibecodinglist.com/

    https://vibecodinglist.com/robots.txt

    User-agent: semrushbot
    User-agent: siteauditbot
    User-agent: semrushbot-ba
    User-agent: semrushbot-si
    User-agent: semrushbot-swa
    User-agent: semrushbot-ocob
    User-agent: semrushbot-ft
    User-agent: semrushbot-esi
    User-agent: splitsignalbot
    disallow: /

    robots.txt is present and validStates a position on AI crawlersAllows search and user-fetch crawlers

  • Declared restriction · robots.txt

    • mjbot (Unknown)

    A matching refusal for this URL in the applicable robots group. This is a declaration, not an access test.

    Acquisition of https://vibecodinglist.com/

    https://vibecodinglist.com/robots.txt

    User-agent: mj12bot
    disallow: /

    robots.txt is present and validStates a position on AI crawlersAllows search and user-fetch crawlers

  • Declared restriction · robots.txt

    • dotbot (Unknown)

    A matching refusal for this URL in the applicable robots group. This is a declaration, not an access test.

    Acquisition of https://vibecodinglist.com/

    https://vibecodinglist.com/robots.txt

    User-agent: dotbot
    disallow: /

    robots.txt is present and validStates a position on AI crawlersAllows search and user-fetch crawlers

Observed access

GoodForBotsBot received HTTP 200 via a direct request.

Sources and scope: observed access
Coverage and interpretation
  • Crawler coverage includes the registered identities and up to 50 user-agent entries from robots.txt. Source excerpts and detail groups are bounded; omissions are labelled.
  • Observed access describes GoodForBotsBot only. Other crawler entries describe declared rules, not tests of those operators' access.
  • Coverage is the sampled homepage response and collected robots.txt files. No indexing or citation is guaranteed. Usage preferences are declarations, not a legal determination of permission.
  • This explanation adds no points or penalties. Any score effects belong to the linked checks.
  • AIPREF and Content Signals keep their own definitions. AIPREF search can include processing used exclusively for search; training preferences are not a blanket ruling on every search process.

In its category

1st of 1 in Communities & Forums

Whole category →
  1. 1VibeCodingList · this reportvibecodinglist.com

Category average 70. The percentile appears once the catalogue holds a few hundred sites.

Scanned

Site profile

Login
Not established
API
Detected
An API catalog
Commerce
Not established

It decides which conditional checks apply. “Not established” means no proof in what we read, not proof of absence.

Scan details

Every scan is kept. Pro draws the history as a chart →

Scanned
3 Oct 2026
Rubric
0.9.0
Requests
22
Fetched
884 KB
Took
15.9 s
Homepage
360 ms · direct
Pages read
4
robots.txt
allowed
Which pages the scan read

The homepage and up to three pages from the sitemap and homepage links. Structured data, page structure, Markdown negotiation and typed links check each page read and take the median page; other checks read the homepage.

  • Homepagealways read
  • /ai-reviewfrom the sitemap · read
  • /free-tools/ab-test-calculatorfrom the sitemap · read
  • /free-toolsfrom the sitemap · read

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