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SwipeToLaunch

swipetolaunch.com

Tinder-style startup and app launch directory with swipe-based voting

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Good for Bots report

SwipeToLaunch scores 96 of 100: 49 of the 50 base points, 48 of the 50 agent-layer points, no penalties.

Earned

49 of the 50 base points above the line, 48 of the 50 agent-layer points below it.

96

2 prompts away

Copy them below ↓

3

Taken back

Earned, then taken back by penalties.

1
Penalties0
How scoring works · current methodology →

Through a bot’s eyes

“SwipeToLaunch is a startup and app launch directory where users swipe right or left on product cards to vote on new ideas.”

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 the provided text learns about a startup and app discovery platform that replaces traditional upvote leaderboards with swipe-based voting. The text covers how products are submitted, how the scoring system weighs approval against sample size, and concrete pricing details for featured listings. The inputs include the homepage markdown, a markdown twin, an llms.txt file containing extensive metadata, and JSON-LD structured data. The llms.txt and markdown twin provide expanded lists of top products, direct links to category pages, API and MCP references, and live statistics such as total product counts and swipe totals. Visitors can easily find submission rules, pricing, scoring mechanics, and links to individual product entries.

What is SwipeToLaunch?

SwipeToLaunch is a launch directory for startups, software as a service, and mobile applications that utilizes a Tinder-style swiping interface. Designed for makers, indie hackers, founders, and engineers, the platform allows users to swipe right on product ideas they like and left on those they do not.

Read more →

Every swipe counts as a single vote, and the site ranks products based on the percentage of positive swipes they receive. Makers can add their products for free by placing a badge on their homepage or by paying a fee for a featured listing. The platform also includes public founder pages and weekly leaderboards.

3 prompts, 4 points

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

+2.5score from 96 to 99

Declare AI usage preferences

No usage declaration found in robots.txt or the final successful homepage response header.

Read prompt

+1.3score from 99 to 100

Expose control roles, states and relationships

228 of 229 assessed homepage controls and role declarations meet the static role, state and relationship checks.

Read prompt

+1 capabilitybadge capabilities from 1 to 2

Publish an auth.md for agents

No /auth.md published.

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 →

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

Readable base

48.8 / 50

Passes.

3.3 of 3.3 points.

robots.txt is valid, with 3 user-agent groups.

Passes.

8.3 of 8.3 points.

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

Passes.

8.3 of 8.3 points.

All 4 pages read pass. The homepage describes itself to machines as ItemList, ListItem, Organization in valid schema.org JSON-LD.

Passes.

10 of 10 points.

All 4 pages read pass. The homepage marks its content root, its heading outline and its landmarks.

Passes.

8.3 of 8.3 points.

56 of 56 assessed homepage navigation links expose usable destinations.

Passes.

4.2 of 4.2 points.

205 of 205 assessed homepage links and buttons have a nonempty accessible name.

Passes.

2.5 of 2.5 points.

1 of 1 assessed homepage form fields meet the static naming and field-semantics checks.

Half passes.

1.3 of 2.5 points.

228 of 229 assessed homepage controls and role declarations meet the static role, state and relationship checks.

Passes.

1.7 of 1.7 points.

All 4 pages read pass. The homepage declares itself as its canonical URL.

Agent layer

47.5 / 50

Passes.

11.3 of 11.3 points.

/llms.txt is well formed: 193 links across 9 sections.

Passes.

7.5 of 7.5 points.

/llms.txt is descriptive: a summary plus descriptions on 91% of links. 3 of 176 descriptions follow the link with something other than ":", the separator the format specifies (`- [name](url): notes`).

Passes.

12.5 of 12.5 points.

/llms-full.txt serves the site's content as markdown (at least 64 KB).

Passes.

10 of 10 points.

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

Passes.

5 of 5 points.

States a position on 15 AI crawlers, across 3 purposes (training, search, user-fetch).

Fails.

0 of 2.5 points.

No usage declaration found in robots.txt or the final successful homepage response header.

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.

Passes.

Penalty: 0 of 25 points.

The captured homepage HTML contains 696 content words; completeness is not assessed.

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 1284 ms.

Agent capabilities

1 of 11 · no points

Each one found adds +1 to the badge.

Passes.

+1 on the badge.

Publishes an API catalog describing 2 APIs.

Not applicable.

Adds +1 to the badge when found.

No /auth.md published.

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.

Not applicable.

Adds +1 to the badge when found.

No usable Agent Skills index was found at either well-known path or in the AI Catalog.

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.

Not applicable.

Adds +1 to the badge when found.

No public AMP discovery declaration established. Private or hidden agents may not advertise one to our crawler.

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://swipetolaunch.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://swipetolaunch.com/

    robots.txt is present and valid

  • Declared allow · robots.txt

    • goodforbotsbot (Site diagnostics)
    • * (Default robots group)
    • mistralai-index (ai-search)
    • kimi-searchbot (ai-search)
    • amzn-searchbot (ai-search)
    • meta-webindexer (ai-search)
    • exasearchbot (ai-search)
    • aiwebindex (ai-search)
    • shapbot (ai-search)
    • yandexadditional (ai-search)
    • yandexadditionalbot (ai-search)
    • mistralai-training (ai-training)
    • kimibot (ai-training)
    • ai2bot (Unknown)
    • webzio-extended (ai-training)
    • kimi-user (user-fetch)
    • amzn-user (user-fetch)
    • diffbot-user (user-fetch)
    • firecrawlagent (extraction)
    • webzio (extraction)
    • meta-externalfetcher (user-fetch, agent)
    • 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://swipetolaunch.com/

    https://swipetolaunch.com/robots.txt

    User-agent: *
    allow: /

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

  • Declared allow · robots.txt

    • oai-searchbot (ai-search)
    • claude-searchbot (ai-search)
    • perplexitybot (ai-search)
    • duckassistbot (ai-search)
    • gptbot (ai-training)
    • claudebot (ai-training)
    • applebot-extended (ai-training)
    • chatgpt-user (user-fetch)
    • claude-user (user-fetch)
    • perplexity-user (user-fetch)
    • mistralai-user (user-fetch)
    • google-extended (ai-training, grounding)
    • meta-externalagent (ai-training, product-improvement)
    • amazonbot (ai-training, product-improvement)
    • ccbot (open-dataset, ai-training)
    • anthropic-ai (Unknown)
    • googleother (Unknown)
    • applebot (search, ai-training)
    • cohere-ai (Unknown)

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

    Acquisition of https://swipetolaunch.com/

    https://swipetolaunch.com/robots.txt

    User-agent: gptbot
    User-agent: oai-searchbot
    User-agent: chatgpt-user
    User-agent: claudebot
    User-agent: claude-user
    User-agent: claude-searchbot
    User-agent: anthropic-ai
    User-agent: perplexitybot
    User-agent: perplexity-user
    User-agent: google-extended
    User-agent: googleother
    User-agent: applebot
    User-agent: applebot-extended
    User-agent: ccbot
    User-agent: meta-externalagent
    User-agent: amazonbot
    User-agent: cohere-ai
    User-agent: duckassistbot
    User-agent: mistralai-user
    allow: /

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

  • Declared restriction · robots.txt

    • bytespider (Unknown)
    • petalbot (Unknown)

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

    Acquisition of https://swipetolaunch.com/

    https://swipetolaunch.com/robots.txt

    User-agent: bytespider
    User-agent: petalbot
    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 16 in Directories & Aggregators

Whole category →
  1. 1SwipeToLaunch · this reportswipetolaunch.com
  2. 2SaaS Cubessaascubes.com
  3. 3Mydentifymydentify.com

Category average 60. The percentile appears once the catalogue holds a few hundred sites.

Scanned

Site profile

Login
Detected
A sign-in or sign-up link
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
15 Oct 2026
Rubric
0.9.0
Requests
23
Fetched
4.3 MB
Took
23.7 s
Homepage
1.3 s · 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
  • /pricingpricing · linked from the homepage · from the sitemap · read
  • /aboutabout · linked from the homepage · from the sitemap · read
  • /categoriescollection · linked from the homepage · from the sitemap · read

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