Also AI & Machine Learning
goodforbots.com
Evaluates website readability for AI crawlers and language models with a scoring rubric

AI-powered room design tool to preview furniture, colors, and layouts from a photo
AI Room Makeover is a web-based service that allows individuals to preview interior design changes, furniture arrangements, and remodeling concepts using photographs of their actual spaces. The platform uses artificial intelligence to generate realistic visual representations of requested modifications, ranging from minor updates like swapping out a sofa or adding curtains to complete room redesigns, kitchen renovations, and landscape planning. It aims to help users visualize design choices before purchasing items, painting walls, or undertaking physical renovations.
“AI Room Makeover is a web tool that uses artificial intelligence to generate visual previews of interior design and remodeling ideas based on user-uploaded room photographs.”
Simulated from the response GoodForBotsBot received on , not a live answer from any AI assistant.
A language model reading the provided homepage text and llms.txt learns about an AI-powered room design tool that generates visual previews from user-uploaded photos. The text covers various use cases, including furniture rearrangement, child-friendly bedroom updates, teen study spaces, kitchen cabinet updates, and outdoor landscape planning. Concrete details regarding how the tool works in three steps are present, alongside various example prompts and links to specific workflows such as free design without login, agent-based design, and a free home design guide. The provided llms.txt file adds canonical URLs and a short overview statement confirming that the service helps users preview changes before buying or remodeling. Pricing details, account creation requirements beyond mentioning login options, and direct contact details are not included in the text.
The text does not state what the service costs, whether there is a paid subscription tier, or what limitations apply to the free trial or free version without login. It also lacks technical specifications about the AI image generation capabilities, terms of service, and support contact information.
Good for Bots report
robots.txt is present and valid. robots.txt is valid, with 1 user-agent group.
Sitemap is present and parses. Sitemap declared in robots.txt, listing 100 URLs.
Content is marked up so a reader can find it. All 4 pages read pass. The homepage marks its content root, its heading outline and its landmarks.
Navigation links expose usable destinations. 28 of 28 assessed homepage navigation links expose usable destinations.
Links and buttons have accessible names. 198 of 198 assessed homepage links and buttons have a nonempty accessible name.
Form fields have names and recognizable semantics. 28 of 28 assessed homepage form fields meet the static naming and field-semantics checks.
Controls expose roles, states and relationships. 234 of 238 assessed homepage controls and role declarations meet the static role, state and relationship checks. +1.3 with its prompt in Pro.
Each page declares one usable canonical URL. All 4 pages read pass. The homepage declares itself as its canonical URL.
Section links reach an element on the page. All 3 pages read pass. The homepage has 9 section links, and every one reaches an element on the page.
Describes itself to machines with schema.org JSON-LD. None of the 4 pages read pass. The homepage publishes no structured data at all: no JSON-LD, no microdata, no RDFa. +8.3 with its prompt.
llms.txt is present and well formed. /llms.txt is well formed: 4 links across 2 sections.
llms.txt is descriptive, not a bare link list. /llms.txt is descriptive: a summary plus descriptions on 100% of links.
Serves markdown at its own URL. No /llms-full.txt and no markdown versions linked from llms.txt. +12.5 with its prompt.
Serves markdown when asked for it. None of the 4 pages read pass. Asking the homepage for markdown still returns text/html. +10 with its prompt.
States a position on AI crawlers. robots.txt names no AI crawlers, so every operator has to guess. +5 with its prompt in Pro.
Declares AI usage preferences. No usage declaration found in robots.txt or the final successful homepage response header. +2.5 with its prompt in Pro.
Advertises machine-readable resources with typed links. None of the 4 pages read pass. The homepage's links are all ordinary page furniture; none point an agent anywhere. +1.3 with its prompt in Pro.
Earned
40 of the 50 base points above the line, 19 of the 50 agent-layer points below it.
3 prompts away
Still open
Behind the checks below, with prompts in Pro.
For the owner of airoommakeover.com
They are in the owner view, ready to paste into Claude Code, Cursor or Codex, beside the badge and rescans.
Select a check to see what we found and how it is graded.
Readable base
40.4 / 50
3.3 of 3.3 points.
robots.txt is valid, with 1 user-agent group.
8.3 of 8.3 points.
Sitemap declared in robots.txt, listing 100 URLs.
0 of 8.3 points.
None of the 4 pages read pass. The homepage publishes no structured data at all: no JSON-LD, no microdata, no RDFa.
10 of 10 points.
All 4 pages read pass. The homepage marks its content root, its heading outline and its landmarks.
4.2 of 4.2 points.
198 of 198 assessed homepage links and buttons have a nonempty accessible name.
2.5 of 2.5 points.
28 of 28 assessed homepage form fields meet the static naming and field-semantics checks.
1.3 of 2.5 points.
234 of 238 assessed homepage controls and role declarations meet the static role, state and relationship checks.
1.7 of 1.7 points.
All 4 pages read pass. The homepage declares itself as its canonical URL.
0.8 of 0.8 points.
All 3 pages read pass. The homepage has 9 section links, and every one reaches an element on the page.
Agent layer
18.8 / 50
11.3 of 11.3 points.
/llms.txt is well formed: 4 links across 2 sections.
7.5 of 7.5 points.
/llms.txt is descriptive: a summary plus descriptions on 100% of links.
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.
0 of 2.5 points.
No usage declaration found in robots.txt or the final successful homepage response header.
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.
Penalties
− 0
Penalty: 0 of 15 points.
Our crawler reaches the page without being challenged.
Penalty: 0 of 20 points.
Nothing on the homepage tells a crawler to skip it or to withhold its snippet.
Penalty: 0 of 25 points.
The captured homepage HTML contains 1998 content words; completeness is not assessed.
Penalty: 0 of 25 points.
robots.txt allows every known search and user-fetch crawler to reach the homepage.
Penalty: 0 of 10 points.
The homepage is served over HTTPS and returns HTTP 200.
Penalty: 0 of 3 points.
The homepage provides both a non-empty title and meta description.
Penalty: 0 of 3 points.
The homepage is reached in 0 redirects.
Penalty: 0 of 3 points.
The homepage reached a plain crawler in 119 ms.
Agent capabilities
0 of 11 · no points
Each one found adds +1 to the badge.
Adds +1 to the badge when found.
No API catalog published.
Adds +1 to the badge when found.
No /auth.md published.
Adds +1 to the badge when found.
No AI Catalog published, so no MCP server card can be discovered.
Adds +1 to the badge when found.
No A2A Agent Card at /.well-known/agent-card.json, and none listed in an AI Catalog.
Adds +1 to the badge when found.
No usable Agent Skills index was found at either well-known path or in the AI Catalog.
Adds +1 to the badge when found.
No WebMCP declarations were found in the collected HTML or inline scripts. External scripts were not inspected.
Adds +1 to the badge when found.
No Web Bot Auth key directory at /.well-known/http-message-signatures-directory.
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.
Adds +1 to the badge when found.
No ACP discovery declaration established at /.well-known/acp.json.
Adds +1 to the badge when found.
No UCP discovery declaration established at /.well-known/ucp.
Adds +1 to the badge when found.
No public AMP discovery declaration established. Private or hidden agents may not advertise one to our crawler.
It decides which conditional checks apply. “Not established” means no proof in what we read, not proof of absence.
Access & usage policy
GoodForBotsBot received HTTP 200 via a direct request. No indexing restriction was observed in the supported homepage directives.
Sampled URL: https://airoommakeover.com/
No matching refusal for this URL was found for the listed identities.
Declared allow · Scan admission
The recorded robots admission decision allowed our crawler to proceed.
GoodForBotsBot admission along the homepage request chain
https://airoommakeover.com/
Declared allow · robots.txt
No matching refusal for this URL in the applicable robots group. This is a declaration, not an access test.
Acquisition of https://airoommakeover.com/
https://airoommakeover.com/robots.txt
User-agent: * allow: /
robots.txt is present and validStates a position on AI crawlersAllows search and user-fetch crawlers
GoodForBotsBot received HTTP 200 via a direct request.
Observed · Direct request
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://airoommakeover.com
HTTP 200
Observed · Final homepage response
GoodForBotsBot received HTTP 200 via a direct request.
homepage response
https://airoommakeover.com/
HTTP 200 Transport: direct
Serves the homepage over HTTPS with HTTP 200Serves our crawler without a challenge
No indexing restriction was observed in the supported homepage directives.
Not observed · Homepage directives
No indexing restriction was observed in the supported homepage directives.
homepage response
https://airoommakeover.com/
No snippet restriction was observed in the supported homepage directives.
Not observed · Homepage directives
No snippet restriction was observed in the supported homepage directives.
homepage response
https://airoommakeover.com/
No applicable preference for this use was established.
Unstated · AIPREF Content-Usage
No applicable AIPREF preference was established for this purpose.
Purpose: search; applicable robots group/path and this response's header
https://airoommakeover.com/
No applicable preference for this use was established.
Unstated · AIPREF Content-Usage
No applicable AIPREF preference was established for this purpose.
Purpose: ai-use; applicable robots group/path and this response's header
https://airoommakeover.com/
No applicable preference for this use was established.
Unstated · AIPREF Content-Usage
No applicable AIPREF preference was established for this purpose.
Purpose: train-ai; applicable robots group/path and this response's header
https://airoommakeover.com/
In its category
The prompts in the owner view would take AI Room Makeover to 90, first in its category.
To the prompts →Category average 60. The percentile appears once the catalogue holds a few hundred sites.
Every scan is kept. Pro draws the history as a chart →
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.
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