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StackLedge

stackledge.com

Curated directory of automation, AI and SaaS tools

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Good for Bots report

StackLedge scores 69 of 100: 45 of the 50 base points, 24 of the 50 agent-layer points, no penalties.

Earned

45 of the 50 base points above the line, 24 of the 50 agent-layer points below it.

69

3 prompts away

Copy them below ↓

28

Still open

Behind the checks below, with prompts in Pro.

3
Penalties0
How scoring works · current methodology →

Through a bot’s eyes

“StackLedge is a curated online directory of automation, AI, and SaaS tools, n8n workflows, and community nodes where every listing is manually reviewed.”

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 about a curated directory platform named StackLedge. The homepage provides featured tools with brief descriptions, pricing models, and categorization, alongside a list of fresh tool submissions. The provided llms.txt file significantly expands this dataset by listing specific categories such as AI Tools, SaaS, n8n, Automation, Developer Tools, Video and Audio, n8n Templates, Mobile Apps, Shopify Apps, and Browser Extensions, as well as an extensive directory of guides and individual tool entries. The JSON-LD data structure confirms the site's identity as a collection page for automation, AI, and SaaS tools with search action capabilities. The text clearly presents what is offered, submission links, pricing for advertisements, and editorial guidelines, although direct contact details for the site operators are absent.

What stays hidden

The input does not state the direct contact details or email address of the site operators, nor does it detail the specific terms and conditions for tool submissions or advertising refunds.

What is StackLedge?

StackLedge is a curated directory of automation, AI, and SaaS tools, including n8n workflows, community nodes, and hosting options. Every listing on the platform is reviewed by a person before publication.

Read more →

The site caters to developers, makers, and automation builders looking for software and workflow templates to power their tech stacks, and it provides options to submit tools or purchase sponsored advertising.

3 prompts, 27 points

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

+12.5score from 69 to 81

Serve Markdown at its own URL

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

Read prompt

+10score from 81 to 91

Serve Markdown when asked for it

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

Read prompt

+5score from 91 to 96

Mark up content so a reader can find it

1 of 4 pages read pass; 3 partly. The homepage is partly structured: The outline jumps from h2 to h4, which the standard forbids.

Read prompt

Pro

12 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

45 / 50

Passes.

3.3 of 3.3 points.

robots.txt is valid, with 9 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 WebSite, SearchAction, EntryPoint in valid schema.org JSON-LD.

Half passes.

5 of 10 points.

1 of 4 pages read pass; 3 partly. The homepage is partly structured: The outline jumps from h2 to h4, which the standard forbids.

Passes.

8.3 of 8.3 points.

11 of 11 assessed homepage navigation links expose usable destinations.

Passes.

4.2 of 4.2 points.

170 of 170 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.

Passes.

2.5 of 2.5 points.

172 of 172 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

23.8 / 50

Passes.

11.3 of 11.3 points.

/llms.txt is well formed: 194 links across 13 sections.

Passes.

7.5 of 7.5 points.

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

Fails.

0 of 12.5 points.

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

Fails.

0 of 10 points.

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

Passes.

5 of 5 points.

States a position on 7 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.

Prompt in Pro →

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 1232 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 103 ms.

Agent capabilities

0 of 10 · no points

Each one found adds +1 to the badge.

Not applicable.

Adds +1 to the badge when found.

No API catalog published.

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.

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://www.stackledge.com/

Declared crawling rules

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

Sources and scope: declared crawling rules

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

4th of 11 in Directories & Aggregators

Whole category →
  1. 1SaaS Cubessaascubes.com
  2. 2Mydentifymydentify.com
  3. 4StackLedge · this reportstackledge.com

The prompts above would take StackLedge to 96, first in its category.

To the prompts ↑

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
Not established
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
474.3 KB
Took
12.1 s
Homepage
103 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
  • /blog/how-to-build-an-ai-agent-in-n8narticle · linked from the homepage · from the sitemap · read
  • /blogcollection · linked from the homepage · from the sitemap · read
  • /aboutabout · linked from the homepage · from the sitemap · read

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