docker.com

Read 3 days ago, the first 100 pages. Read it again

Top 25%of the 1,900 sites in Software and SaaS, at #435

It scores 85. Gemini does not cite it yet when asked “What are the best AI assistants?”; it cites 4 other sites. See the answer

A score says pages are well formed. It does not say an assistant cites the site.

Fix this first

Add a tap-to-call link

85 now91 with itTop 10% from 90

#62,558to#20,08342,475 places up100 of its 100 pages fail it. 1 in 3 ranked sites pass it.

Asked about, named in 0 of 9 questions

Where it ranks

Held at 85 for its last 3 reads. 5 points take it into the top 10%.

Open the leaderboard

Beside it on the board

  1. #62,556side-line.com85
  2. #62,557forum.justgetflux.com85
  3. #62,558docker.com85
  4. #62,559way2earning.com85
  5. #62,560docker.io85

8,435 sites score 85. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top 10%

  1. 85Now#62,558
  2. 91Add a tap-to-call linkTop 10%

1 fix. Top 10% starts at 90.

Where it stands

Each stage against the middle site. It leads on every one.

Access35 points95
Middle site
91
Ahead by
4

Worth the mostLink straight to the final address+2

Understand30 points77
Middle site
59
Ahead by
18

Worth the mostAnswer the first question right under it+2

Trust20 points100
Middle site
98
Ahead by
2

Full marks1 in 4 ranked sites have them

Act15 points57
Middle site
57
Level with it

Worth the mostAdd a tap-to-call link+6

Against a typical site

The readThis siteTypicalAgainst typical
Pages read1004456 more than typical
Links a page69135.3× typical
Words a page1,7993944.6× typical
Rules failing somewhere11143 fewer than typical
Half its pages answer in17 ms210 ms92% faster than typical

This siteWorse than typicalTypical, the middle ranked site, worked out each hour

The work, worth the most first

11 fixes. The first 6 are worth the most; each group says the places it lifts the site, counted from where every ranked site scores now.

Open the action plan
FixIts pages that fail it, fewer is betterSites passing
Worth 6 points42,475 places up
Add a tap-to-call linkAct100 of 1001 in 3
Worth 2 points each15,893 places up each
Answer the first question right under itUnderstand74 of 1001 in 121
Link straight to the final addressAccess99 of 1001 in 2
Worth 1 point each8,326 places up each
Describe imagesUnderstand99 of 1002 in 7
Phrase headings as questionsUnderstand56 of 1001 in 10
Put figures in tablesUnderstand70 of 1001 in 28
Show 5 more fixes
Worth under a point each
Add an llms.txtAccessAbout the whole site1 in 4
Fix description lengthsUnderstand21 of 1001 in 11
Fix title lengthsUnderstand16 of 1001 in 6
Use one main headingUnderstand3 of 1001 in 4
Show every FAQ question on the pageUnderstand1 of 10019 in 20

How AI reads this site

It reads mostly as software and SaaS. 1 change would make it plainer.

It reads as

Software and SaaSIt says it is a corporation.

  1. None
  2. Loosely
  3. Split
  4. Mostly
  5. Clearly
  1. Closest lines of workAgainst the closest
  2. Software and SaaS
  3. Trades and home services
  4. Agencies and studios

What an assistant reads first

Home pageWhat it says
TitleDocker | Secure Sandboxes for AI Agents
DescriptionRun AI agents and containers safely, anywhere. Docker gives builders trusted sandboxes, governance, and a secure supply chain for modern software.
First headingTrust Docker for the Agents You Don’t
OpeningMicroVM isolation for every agent session, local or cloud. Network and filesystem locked down at the runtime.

1 change so it reads plainly as what it is

  1. Say what you do, for whom and where

    Its pages read only partly as Software and SaaS. An assistant matches a site to a question by what its pages plainly say.

    Agent instructions

    On docker.com, rewrite the home page title and its first sentence to say plainly what the business does, for whom and where, so the site reads as Software and SaaS. Keep the title under 60 characters and lead with the service, not the name.

  2. Read it again

    mttr reads the site again and says how it reads now.

An estimate made by mttr against 16 lines of work, from its home page before any script runs. It is not what any assistant says about the site. Rethink the direction with us.

Gemini cites 4 sites, not this site

mttr picked the question from docker.com’s home page and asked it as a person would.

  1. GeminiOctober 22, 2026

    What are the best AI assistants?

    Gemini

    The "best" AI assistant depends entirely on what you want to use it for. The market has evolved past simple chatbots into specialized tools, workspace integrations, and autonomous agents. The top AI assistants are categorized below by their primary strengths: ---.

    1. 1
      ChatGPT (OpenAI)
      • Best for Everyday tasks, brainstorming, casual conversation, and multimodal features (voice, image…
      • Why it’s great It remains the most well-rounded and widely adopted conversational AI.
    2. 2
      Claude (Anthropic)
      • Best for Long-form writing, software coding, and analyzing massive documents.
      • Why

Asked with only the question sent; answers vary by day, place and person. Passing a rule and being cited go together here, a correlation, not proof. A score says pages are well formed. It does not say an assistant cites the site.

mttr has read 3 of the 4 sites cited.

Fix docker.com with your agent

Your agent makes the fixes. mttr checks each one. Free.

In the site’s repositorynpx skills add subinternal/mttr
Then tell your agentCheck docker.com with mttr and fix what’s worth the most.

Claude Code, Codex, Cursor or any agent that reads AGENTS.md.

Claude Code, onceclaude mcp add --transport http mttr https://mttr.si/mcp
It needs a free key
Another agent
Read it againChanged something? A site is read at most once every ten minutes.