LaunchIntel

Directory playbooks and agent workflows to automate product submissions

On your homepage, it turns this report’s link to launchintel.dev dofollow.

Scanned: 28 Oct 2026
Category: Developer Tools & APIs
Tags: MarketingAI & Machine LearningDevelopers
Markdown: Read this report

What is LaunchIntel?

LaunchIntel is a product that provides directory playbooks and an agent skill designed to help users list their products across multiple online directories using Claude or Codex. It offers 160 tested playbooks containing submission instructions, requirements, and routes, along with a local browser dashboard to track submissions, manage product kits, and review shortlists. The product is intended for creators and developers looking to automate and organize their directory launch process through AI agents working in their browsers.

Through a bot’s eyes

“LaunchIntel is a tool that provides 160 directory playbooks and an agent skill for Claude or Codex to help users automate product submissions and track them in a local dashboard.”

Simulated from the response GoodForBotsBot received on 28 Oct 2026, 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 text learns about LaunchIntel, a software tool that pairs 160 directory playbooks with an agent skill for Claude and Codex. The text covers how the system works through four steps: intake, choosing fit, submission, and tracking. It details what is included, such as playbooks for launch platforms, software catalogs, and communities like The Hack Stack, SaaSHub, and Uneed. Pricing is explicitly mentioned as a one-time purchase of 149 dollars, down from 249 dollars, delivered as access to a private GitHub repository. The homepage also lists dozens of specific directory names that have shipped playbooks. No alternative data formats such as an llms.txt or JSON-LD were provided.

Good for Bots report

LaunchIntel scores 41 of 100: 41 of the 50 base points, none of the agent layer, no penalties.

Earned

41 of the 50 base points above the line, none of the agent layer below it.

3 prompts away

Copy them in the owner view →

Still open

Behind the checks below, with prompts in Pro.

Penalties0

How scoring works · current methodology →

For the owner of launchintel.dev

3 prompts, 34 points

They are in the owner view, ready to paste into Claude Code, Cursor or Codex, beside the badge and rescans.

Open the owner view →

All 36 checks

Evidence for each, in Markdown →

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

Readable base

41.2 / 50

3.5 of 3.5 points.

robots.txt is valid, with 1 user-agent group.

8.8 of 8.8 points.

Sitemap declared in robots.txt, listing 197 URLs.

0 of 8.8 points.

None of the 4 pages read pass. The homepage publishes no structured data at all: no JSON-LD, no microdata, no RDFa.

Prompt in Pro →

10.5 of 10.5 points.

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

4.4 of 4.4 points.

254 of 254 assessed homepage links and buttons have a nonempty accessible name.

0 of 0 points.

No applicable form fields were observed in the homepage HTML.

2.6 of 2.6 points.

263 of 263 assessed homepage controls and role declarations meet the static role, state and relationship checks.

1.8 of 1.8 points.

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

0.9 of 0.9 points.

All 4 pages read pass. The homepage has 174 section links, and every one reaches an element on the page.

Agent layer

0 / 50

0 of 11.3 points.

No /llms.txt on this site.

0 of 7.5 points.

No usable /llms.txt to judge.

Prompt in Pro →

0 of 12.5 points.

No /llms-full.txt and no markdown versions linked from llms.txt.

0 of 10 points.

None of the 4 pages read pass. Asking the homepage for markdown still returns text/html.

0 of 5 points.

robots.txt names no AI crawlers, so every operator has to guess.

Prompt in Pro →

0 of 2.5 points.

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

Prompt in Pro →

0 of 1.3 points.

None of the 4 pages read pass. The homepage's links are all ordinary page furniture; none point an agent anywhere.

Prompt in Pro →

Penalties

− 0

Penalty: 0 of 15 points.

Penalty: 0 of 20 points.

Penalty: 0 of 25 points.

Penalty: 0 of 10 points.

Penalty: 0 of 3 points.

Agent capabilities

0 of 11 · no points

Each one found adds +1 to the badge.

Adds +1 to the badge when found.

What we found

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

Pages read

Each page is checked on its own; the median page decides. The measurements below describe the homepage.

Passes: Homepage
The homepage marks its content root, its heading outline and its landmarks.
Passes: /directories/
The page at /directories/ marks its content root, its heading outline and its landmarks.
Passes: /directories/1000-tools/
The page at /directories/1000-tools/ marks its content root, its heading outline and its landmarks.
Passes: /directories/10015-tools/
The page at /directories/10015-tools/ marks its content root, its heading outline and its landmarks.

Extracted words: 1,765
Headings: 19
H1 headings: 1

Content and navigation

Share of extracted homepage words by marked region. Navigation inside a header, footer or main region is counted once, under navigation.

Extracted words and their share by page region
Region	Words	Share
Main region	1,736	98.36%
Navigation	4	0.23%
Page header	2	0.11%
Page footer	20	1.13%
Other text	3	0.17%

8 words appear before the first main-region text in HTML order.

Diagnostic only; it does not affect the score. Recognised hidden text and script payloads are excluded. Stylesheet visibility and repetition across pages are unknown. A large menu is not necessarily a problem.

Heading outline · first 4

H1Get listed. Get discovered.
H2Give your agent a tested route to launch.
H3160 directory playbooks
H3A skill that puts your agent to work

15 more headings recorded

Page landmarks

banner
contentinfo
navigation
region

Technical scan data JSON

Archived measurements. Long values and lists are shortened for display.

{
  "gaps": [],
  "pages": [
    {
      "url": "https://launchintel.dev/",
      "reason": "structured",
      "status": "pass",
      "summary": "The homepage marks its content root, its heading outline and its landmarks.",
      "homepage": true
    },
    {
      "url": "https://launchintel.dev/directories/",
      "reason": "structured",
      "status": "pass",
      "summary": "The page at /directories/ marks its content root, its heading outline and its landmarks.",
      "homepage": false
    },
    {
      "url": "https://launchintel.dev/directories/1000-tools/",
      "reason": "structured",
      "status": "pass",
      "summary": "The page at /directories/1000-tools/ marks its content root, its heading outline and its landmarks.",
      "homepage": false
    },
    {
      "url": "https://launchintel.dev/directories/10015-tools/",
      "reason": "structured",
      "status": "pass",
      "summary": "The page at /directories/10015-tools/ marks its content root, its heading outline and its landmarks.",
      "homepage": false
    }
  ],
  "roots": [
    {
      "words": 2581,
      "source": "element",
      "hierarchicallyCorrect": true
    }
  ],
  "reason": "structured",
  "h1Count": 1,
  "headings": [
    {
      "text": "Get listed. Get discovered.",
      "empty": false,
      "level": 1
    },
    {
      "text": "Give your agent a tested route to launch.",
      "empty": false,
      "level": 2
    },
    {
      "text": "160 directory playbooks",
      "empty": false,
      "level": 3
    },
    {
      "text": "A skill that puts your agent to work",
      "empty": false,
      "level": 3
    },
    {
      "text": "A shortlist that fits your product",
      "empty": false,
      "level": 3
    },
    {
      "text": "A local dashboard",
      "empty": false,
      "level": 3
    },
    {
      "text": "Your product. The right directories. A clear record.",
      "empty": false,
      "level": 2
    },
    {
      "text": "Intake.",
      "empty": false,
      "level": 3
    },
    {
      "text": "Choose the fit.",
      "empty": false,
      "level": 3
    },
    {
      "text": "Submit.",
      "empty": false,
      "level": 3
    },
    {
      "text": "Track.",
      "empty": false,
      "level": 3
    },
    {
      "text": "160 directories. Find your fit.",
      "empty": false,
      "level": 2
    },
    "… 7 more items"
  ],
  "bodyWords": 2614,
  "landmarks": [
    {
      "role": "banner",
      "named": false,
      "source": "native",
      "element": "header"
    },
    {
      "role": "navigation",
      "named": true,
      "source": "native",
      "element": "nav"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "region",
      "named": true,
      "source": "native",
      "element": "section"
    },
    {
      "role": "contentinfo",
      "named": false,
      "source": "native",
      "element": "footer"
    },
    "… 1 more items"
  ],
  "textRatio": 0.0562,
  "truncated": false,
  "articleCount": 0,
  "contentWords": 2584,
  "headingCount": 19,
  "headingSkips": [],
  "requirements": {
    "landmarks": true,
    "contentRoot": true,
    "headingOutline": true
  },
  "landmarkRoles": [
    "banner",
    "contentinfo",
    "navigation",
    "region"
  ],
  "hiddenMainCount": 0,
  "textComposition": {
    "words": {
      "main": 1736,
      "other": 3,
      "footer": 20,
      "header": 2,
      "navigation": 4
    },
    "shares": {
      "main": 0.9835694050991501,
      "other": 0.0016997167138810198,
      "footer": 0.0113314447592068,
      "header": 0.0011331444759206798,
      "navigation": 0.0022662889518413596
    },
    "version": 1,
    "truncated": false,
    "totalWords": 1765,
    "analysisLimited": false,
    "mainRegionCount": 1,
    "wordsBeforeMain": 8
  },
  "emptyHeadingCount": 0,
  "misnestedMainCount": 0
}

Related checks

Site profile

Login: Not established
API: Not established
Commerce: Not established

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

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://launchintel.dev/

Declared crawling rules

No matching refusal for this URL was found for the listed identities.

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://launchintel.dev/
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://launchintel.dev/
https://launchintel.dev/robots.txt
```
User-agent: *
allow: /
```
robots.txt is present and valid States a position on AI crawlers Allows search and user-fetch crawlers

Observed access

GoodForBotsBot received HTTP 200 via a direct request.

Sources and scope: observed access

Observed · Direct request
- GoodForBotsBot/1.0 (+https://goodforbots.com/bot)
Our request received HTTP 200. A status alone does not identify a WAF.
Our recorded direct transport attempt; intermediate attempt URLs are not retained
https://launchintel.dev
```
HTTP 200
```
Serves the homepage over HTTPS with HTTP 200
Observed · Final homepage response
- GoodForBotsBot/1.0 (+https://goodforbots.com/bot)
GoodForBotsBot received HTTP 200 via a direct request.
homepage response
https://launchintel.dev/
```
HTTP 200
Transport: direct
```
Serves the homepage over HTTPS with HTTP 200 Serves our crawler without a challenge

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

38th of 42 in Developer Tools & APIs

Full ranking →Whole category →

1Good for Botsgoodforbots.com
2ProxyJamproxyjam.com
38LaunchIntel · this reportlaunchintel.dev

The prompts in the owner view would take LaunchIntel to 75, 11th in its category.

To the prompts →

Category average 62. The percentile appears once the catalogue holds a few hundred sites.

Scan details

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

Scanned: 28 Oct 2026
Rubric: 0.9.0
Requests: 23
Fetched: 1.2 MB
Took: 15.4 s
Homepage: 147 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.