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TinyOps Studio LLC

tinyopsstudio.com

Fixed-price automation and agent-operations services for engineering and operations teams

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Good for Bots report

TinyOps Studio LLC scores 56 of 100: the whole readable base, 6 of the 50 agent-layer points, no penalties.

Earned

The whole readable base above the line, 6 of the 50 agent-layer points below it.

56

3 prompts away

Copy them below ↓

30

Still open

Behind the checks below, with prompts in Pro.

14
Penalties0
How scoring works · current methodology →

Through a bot’s eyes

“TinyOps Studio LLC sells fixed-price automation, agent operations services, and digital products for teams needing workflow audits, data imports, and specialized checklists.”

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

The provided inputs consist of homepage content for a receiving check tool, an llms.txt file listing numerous fixed-price services and digital products, and a JSON-LD organization block. A language model reading these texts learns the company name, contact email, and agent endpoints. The homepage describes a specific tool for comparing purchase orders, receipts, and invoices using CSV files, and lists a source package price of $499. The llms.txt file extensively details dozens of specific offerings with associated URLs and prices ranging from free samples to several thousand dollars, covering workflows, audits, API preflights, and RFP checklists. The JSON-LD block provides structured organization data.

What is TinyOps Studio LLC?

TinyOps Studio LLC sells fixed-price automation and agent-operations services for teams that need specific workflows debugged, mapped, or shipped. The company provides a range of offerings including automation rescue sprints, workflow audits, reporting gap scans, data import fixes, and specialized response checklists for software tools and procurement RFPs.

Read more →

In addition to consulting and audits, TinyOps Studio offers digital products, templates, and source packages such as a browser-based receiving check tool and deployment kits.

3 prompts, 30 points

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

+12.5score from 56 to 68

Serve Markdown at its own URL

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

Read prompt

+10score from 68 to 78

Serve Markdown when asked for it

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

Read prompt

+7.5score from 78 to 86

Add descriptions to llms.txt

/llms.txt lists no links, so there is nothing to describe.

Read prompt

Pro

14 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 TinyOps Studio LLC 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

50 / 50

Passes.

3.5 of 3.5 points.

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

Passes.

8.8 of 8.8 points.

Sitemap declared in robots.txt, listing at least 200 URLs.

Passes.

8.8 of 8.8 points.

3 of 4 pages read pass. The page at /support publishes no structured data at all: no JSON-LD, no microdata, no RDFa.

Passes.

10.5 of 10.5 points.

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

Passes.

8.8 of 8.8 points.

7 of 7 assessed homepage navigation links expose usable destinations.

Passes.

4.4 of 4.4 points.

13 of 13 assessed homepage links and buttons have a nonempty accessible name.

Not applicable.

0 of 0 points.

No applicable form fields were observed in the homepage HTML.

Passes.

2.6 of 2.6 points.

13 of 13 assessed homepage controls and role declarations meet the static role, state and relationship checks.

Passes.

1.8 of 1.8 points.

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

Agent layer

5.6 / 50

Half passes.

5.6 of 11.3 points.

/llms.txt has a title but lists no links to follow.

Prompt in Pro →
Fails.

0 of 7.5 points.

/llms.txt lists no links, so there is nothing to describe.

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.

Fails.

0 of 5 points.

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

Prompt in Pro →
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 369 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 47 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://tinyopsstudio.com/

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://tinyopsstudio.com/

    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://tinyopsstudio.com/

    https://tinyopsstudio.com/robots.txt

    User-agent: *

    robots.txt is present and validStates a position on AI crawlersAllows search and user-fetch crawlers

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 3 in Companies & Agencies

Whole category →
  1. 1BuiltToWinWebbuilt2winweb.com
  2. 2WordPress Speed Optimization Servicewordpressspeedoptimizationservice.com
  3. 3TinyOps Studio LLC · this reporttinyopsstudio.com

The prompts above would take TinyOps Studio LLC to 86, 2nd in its category.

To the prompts ↑

Category average 79. 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
22
Fetched
229.4 KB
Took
12.7 s
Homepage
47 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
  • /servicesservice · linked from the homepage · from the sitemap · read
  • /productcollection · from the sitemap · read
  • /supportlinked from the homepage · from the sitemap · read

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