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Good for Bots

Evidence-led app and micro-SaaS ideas for solo founders

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Good for Bots report

IdeaHunter scores 58 of 100: 33 of the 50 base points, 38 of the 50 agent-layer points, 13 points taken back by penalties.

Earned

33 of the 50 base points above the line, 38 of the 50 agent-layer points below it.

58

3 prompts away

Copy them below ↓

39

Still open

Behind the checks below, with prompts in Pro.

3
Penalties12.5
How scoring works · current methodology →

Through a bot’s eyes

“IdeaHunter is an evidence-led app idea research database and software application that provides solo founders and indie hackers with source-linked micro-SaaS ideas, buyer pain context, build scopes, and monetization hypotheses.”

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 IdeaHunter is a research database for solo builders and indie creators seeking software business ideas. The provided text, specifically sourced from the llms.txt and JSON-LD data, covers subjects like startup validation methodologies, micro-SaaS opportunities, Reddit demand signals, AI app concepts, and growth apps. Because the homepage Markdown input is entirely empty, the model relies on the llms.txt file to understand the platform's categorization of ideas, guides, and reports. The input details what is offered, who the target audience is, and provides contact details and social media links through the JSON-LD schema. However, specific pricing amounts and feature tiers are absent, though a subscription pricing page is referenced.

What stays hidden

The exact subscription prices or tier details are missing, as the pricing page is only referenced by URL. Specific records of the actual app ideas and database entries are not contained within the input, which lists only categories and guide links.

What is IdeaHunter?

IdeaHunter is an evidence-led app idea research database and software application designed for solo founders, indie hackers, vibe coders, and people building side businesses. It turns observable user pain and market momentum into focused research leads.

Read more →

The platform provides source-linked app and micro-SaaS ideas complete with buyer pain descriptions, build scope estimations, monetization hypotheses, and practical next-step tests. Rather than serving as a generic idea generator, IdeaHunter aggregates external signals such as community complaints, app reviews, buyer requests, job posts, open-source activity, app-store momentum, and software-business marketplace data. It aims to help users find narrow software opportunities that one person can validate or ship in a short timeframe.

3 prompts, 38 points

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

+15.8score from 58 to 74

Mark up content so a reader can find it

None of the 4 pages read pass. The homepage's markup carries no content, so a reader that does not run JavaScript sees an empty page.

Read prompt

+12.5score from 74 to 86

Serve content without JavaScript

The complete homepage HTML has no readable body text and contains executable scripts. A Markdown alternative was found; its equivalence is not verified.

Read prompt

+10score from 86 to 96

Serve Markdown when asked for it

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

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

32.9 / 50

Passes.

5.3 of 5.3 points.

robots.txt is valid, with 13 user-agent groups.

Passes.

13.2 of 13.2 points.

Sitemap declared in robots.txt, listing at least 378 URLs.

Passes.

13.2 of 13.2 points.

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

Fails.

0 of 15.8 points.

None of the 4 pages read pass. The homepage's markup carries no content, so a reader that does not run JavaScript sees an empty page.

Not applicable.

0 of 0 points.

No applicable navigation links were observed in the homepage HTML.

Not applicable.

0 of 0 points.

No applicable links and buttons were observed in the homepage HTML.

Not applicable.

0 of 0 points.

No applicable form fields were observed in the homepage HTML.

Not applicable.

0 of 0 points.

No applicable controls and role declarations were observed in the homepage HTML.

Half passes.

1.3 of 2.6 points.

2 of 4 pages read pass; 2 partly. The page at /blog/add-guardrails-to-ai-generated-code-checklist names the homepage as its canonical URL, which claims the two carry the same content.

Prompt in Pro →

Agent layer

37.5 / 50

Passes.

11.3 of 11.3 points.

/llms.txt is well formed: 55 links across 6 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-full.txt serves the site's content as markdown (11 KB).

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 9 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

− 12.5

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.

Half passes.

Penalty: 12.5 of 25 points.

The complete homepage HTML has no readable body text and contains executable scripts. A Markdown alternative was found; its equivalence is not verified.

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 49 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.

/.well-known/api-catalog answers with a web page, the way a site answers a path it does not implement, so no API catalog is established.

Not applicable.

Adds +1 to the badge when found.

/auth.md returns an HTML page rather than a markdown document.

Not applicable.

Adds +1 to the badge when found.

/.well-known/ai-catalog.json returns an HTML page rather than an AI Catalog.

Not applicable.

Adds +1 to the badge when found.

/.well-known/agent-card.json returns an HTML page rather than an A2A Agent Card.

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.

/.well-known/http-message-signatures-directory returns an HTML page rather than a key directory.

Not applicable.

Adds +1 to the badge when found.

/.well-known/x402 returns an HTML page rather than an x402 manifest, and no 402 payment challenge was seen.

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://ideahunter.today/

Declared crawling rules

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

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

14th of 34 in SaaS & Web Apps

Whole category →
  1. 1BulkSharebulkshare.cloud
  2. 2SoftSyncsoftsync.ai
  3. 14IdeaHunter · this reportideahunter.today

The prompts above would take IdeaHunter to 96, 2nd in its category.

To the prompts ↑

Category average 57. The percentile appears once the catalogue holds a few hundred sites.

Scanned

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.

Scan details

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

Scanned
3 Oct 2026
Rubric
0.9.0
Requests
27
Fetched
212.4 KB
Took
29.5 s
Homepage
49 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/add-guardrails-to-ai-generated-code-checklistarticle · from the sitemap · read
  • /blogcollection · from the sitemap · read
  • /alternativesfrom the sitemap · read

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