Skip to content
Good for Bots

Modeinspect

modeinspect.com

AI design tool that runs in your codebase for canvas and code workflows

Click badge to copy

Changed your site? Run a new scan.

Claim to rescan

Claiming is free. Verify ownership to request a rescan after deploying your changes.

Unclaimed listings are checked automatically every 90 days.

Good for Bots report

Modeinspect scores 81 of 100: 47 of the 50 base points, 34 of the 50 agent-layer points, no penalties.

Earned

47 of the 50 base points above the line, 34 of the 50 agent-layer points below it.

81

3 prompts away

Copy them below ↓

16

Still open

Behind the checks below, with prompts in Pro.

3
Penalties0
How scoring works · current methodology →

Through a bot’s eyes

“Modeinspect is an AI-native design tool that runs directly in your codebase, allowing design engineers to build, prototype, and ship pull requests using real components, tokens, and live 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 Modeinspect is an AI-powered design platform bridging the gap between design and engineering. The homepage content, llms.txt, and JSON-LD blocks collectively cover its core features, such as canvas prototyping, design QA, code generation, and team workflows. The text outlines specific capabilities like component enforcement, type-safe pull requests, and real data integration. Pricing information is detailed through JSON-LD and homepage elements, listing a hobby tier at zero dollars per month and a pro tier at twenty dollars per person per month. Additionally, the llms.txt file provides an extensive directory of documentation pages, guides on becoming a design engineer, customer stories, security practices, and FAQ answers regarding developer environment setup and Figma integration.

What is Modeinspect?

Modeinspect is a production-grade AI design tool designed for design engineers and product teams. It runs directly within a codebase, turning product UI into editable canvas frames.

Read more →

The platform allows users to refine real interfaces using visual controls, experiment with AI features, and share live prototypes without relying on traditional throwaway mockups or manual handoff processes. It integrates with existing component libraries, design systems, tokens, native breakpoints, and dynamic states.

3 prompts, 15 points

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

+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

+2.5score from 91 to 94

Give form fields names and recognizable semantics

1 of 2 assessed homepage form fields meet the static naming and field-semantics checks.

Read prompt

+2.5score from 94 to 96

State a position on AI crawlers

Names 2 AI crawlers, all for training, so the training-versus-search distinction is unaddressed.

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 →

Ready-made files

Pro drafts these for this site.

Pro

A ready-made llms.txt and robots.txt

Pro drafts both files for Modeinspect 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

47.5 / 50

Passes.

3.4 of 3.4 points.

robots.txt is valid, with 8 user-agent groups.

Passes.

8.5 of 8.5 points.

Sitemap declared in robots.txt, listing at least 28 URLs.

Passes.

8.5 of 8.5 points.

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

Passes.

10.2 of 10.2 points.

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

Passes.

8.5 of 8.5 points.

7 of 7 assessed homepage navigation links expose usable destinations.

Passes.

4.2 of 4.2 points.

59 of 59 assessed homepage links and buttons have a nonempty accessible name.

Fails.

0 of 2.5 points.

1 of 2 assessed homepage form fields meet the static naming and field-semantics checks.

Passes.

2.5 of 2.5 points.

65 of 65 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

33.8 / 50

Passes.

11.3 of 11.3 points.

/llms.txt is well formed: 42 links across 4 sections.

Passes.

7.5 of 7.5 points.

/llms.txt is descriptive: a summary plus descriptions on 98% of links.

Passes.

12.5 of 12.5 points.

llms.txt points at 24 markdown versions of pages.

Fails.

0 of 10 points.

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

Half passes.

2.5 of 5 points.

Names 2 AI crawlers, all for training, so the training-versus-search distinction is unaddressed.

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 1710 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 199 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://modeinspect.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

3rd of 24 in Developer Tools & APIs

Whole category →
  1. 1Good for Botsgoodforbots.com
  2. 2Chrome Goldminechromegoldmine.com
  3. 3Modeinspect · this reportmodeinspect.com

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

To the prompts ↑

Category average 56. 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
27
Fetched
3.6 MB
Took
16.8 s
Homepage
199 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/ai-prototyping-and-the-problems-its-actually-solvingarticle · from the sitemap · read
  • /pricingpricing · linked from the homepage · read
  • /aboutabout · linked from the homepage · read

More like Modeinspect:Developer Tools & APIsDesignAI & Machine LearningWeb Development

Same category

goodforbots.com

Evaluates website readability for AI crawlers and language models with a scoring rubric

Same category

imagetostl.online

Turn PNG and JPG images into 3D printable STL files in your browser

Same category

notifysound.com

Free customizable notification sounds with an AI editor and MCP server integration

Same category

rngdletool.com

Independent calculator and sandbox for analyzing number patterns and probabilities

Same category

agentskills.codes

Open registry of installable skills and instruction files for AI coding assistants

Same category

vavahost.com

Fast web hosting with cPanel, LiteSpeed, NVMe storage, and 1-click WordPress