kochllc.com

Read 3 days ago, 99 pages. Read it again

Top 50%of the 262,065 sites mttr has read, at #74,381

It scores 84.

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

Fix this first

Show sources on guides

84 now86 with itTop 25% from 85

#74,381to#53,91120,470 places up27 of its 99 pages fail it. 1 in 2 ranked sites pass it.

Where it ranks

1 point takes it into the top quarter.

Open the leaderboard

Beside it on the board

  1. #74,381modernghana.com84
  2. #74,382hansongeneralcontracting.com84
  3. #74,383kochllc.com84
  4. #74,384thesdsfactory.com84
  5. #74,385goldentouchremodeling.com84

8,553 sites score 84. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top quarter

  1. 84Now#74,381
  2. 86Show sources on guidesTop 25%

1 fix. Top 25% starts at 85.

Where it stands

Each stage against the middle site. It trails on Access and Trust.

Access35 points89
Middle site
91
Behind by
2

Worth the mostLink straight to the final address+2

Understand30 points69
Middle site
59
Ahead by
10

Worth the mostAnswer the first question right under it+1

Trust20 points88
Middle site
98
Behind by
10

Worth the mostShow sources on guides+2

Act15 points100
Middle site
57
Ahead by
43

Full marks2 in 7 ranked sites have them

Against a typical site

The readThis siteTypicalAgainst typical
Pages read994554 more than typical
Links a page50133.8× typical
Words a page28939627% below typical
Rules failing somewhere22148 more than typical
Half its pages answer in562 ms210 ms168% slower than typical

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

The work, worth the most first

22 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 2 points each20,470 places up each
Show sources on guidesTrust27 of 991 in 2
Link straight to the final addressAccess95 of 991 in 2
Worth 1 point each12,373 places up each
Answer the first question right under itUnderstand37 of 991 in 121
Phrase headings as questionsUnderstand44 of 991 in 10
Put the text in the HTMLAccess18 of 992 in 3
Fix title lengthsUnderstand40 of 991 in 6
Show 16 more fixes
Worth under a point each
Publish a sitemapAccessAbout the whole site3 in 4
Put figures in tablesUnderstand38 of 991 in 28
List your profiles in your structured dataTrustAbout the whole site4 in 5
Add depth to thin pagesUnderstand26 of 993 in 7
Add lists or tablesUnderstand28 of 991 in 2
Add an llms.txtAccessAbout the whole site1 in 4
Add real images to contentUnderstand19 of 992 in 3
Set a share imageUnderstand57 of 992 in 7
Fix description lengthsUnderstand27 of 991 in 11
Link to pages from related contentUnderstand11 of 995 in 6
Match structured data to the pageUnderstand8 of 991 in 2
Describe imagesUnderstand23 of 992 in 7
Use one main headingUnderstand8 of 991 in 4
Set each page's canonical addressAccess6 of 992 in 5
Allow pages to be indexedAccess2 of 995 in 6
Show when guides were updatedTrust1 of 993 in 5

How AI reads this site

The first words an assistant reads on its home page.

What an assistant reads first

Home pageWhat it says
TitleKOCH Finishing Systems
DescriptionNone in the HTML
First headingA Proven Partner to the Finish
OpeningNone in the HTML

3 changes so it reads plainly as what it is

  1. Make the first heading say what the title says

    The title and the first heading share no word that says what the site does: “KOCH Finishing Systems” and “A Proven Partner to the Finish”.

    Agent instructions

    On kochllc.com, give the home page one first heading (h1) that says, in a reader's words, what its title says the site is.

  2. Write a description

    The home page has no description, so a search result and an assistant make one up from the page.

    Agent instructions

    On kochllc.com, write the home page a meta description of one or two sentences, 50 to 160 characters: what the business does, for whom, and where.

  3. Name Evansville in the first words

    The site is in Evansville, and its title, description, first heading and opening never say so. Questions to assistants often name a place.

    Agent instructions

    On kochllc.com, name Evansville in the home page title or first sentence, and in the description, where it reads naturally.

  4. 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.

Fix kochllc.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 kochllc.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.