munzconstruction.com

Read 2 days ago, the first 100 pages. Read it again

Top 25%of the 263,590 sites mttr has read, at #58,057

It scores 86.

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

Fix this first

Answer the first question right under it

86 now89 with itTop 10% from 90

#58,057to#32,22425,833 places up75 of its 100 pages fail it. 1 in 121 ranked sites pass it.

Agent View, 99% readable by AI agents

Where it ranks

4 points take it into the top 10%.

Open the leaderboard

Beside it on the board

  1. #58,055caseyselectric.com86
  2. #58,056mitteninsulation.com86
  3. #58,057munzconstruction.com86
  4. #58,058waltzconcrete.com86
  5. #58,059organiccleaningmarin.com86

8,152 sites score 86. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top 10%

  1. 86Now#58,057
  2. 89Answer the first question right under it#32,224
  3. 91Use one main headingTop 10%

2 fixes. Top 10% starts at 90.

Where it stands

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

Access35 points94
Middle site
91
Ahead by
3

Worth the mostLink straight to the final address+2

Understand30 points66
Middle site
59
Ahead by
7

Worth the mostAnswer the first question right under it+3

Trust20 points93
Middle site
98
Behind by
5

Worth the mostShow sources on guides+1

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 read1004456 more than typical
Links a page181342% above typical
Words a page7643941.9× typical
Rules failing somewhere19145 more than typical
Half its pages answer in1,227 ms210 ms484% slower than typical

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

The work, worth the most first

19 fixes. The first 5 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 3 points25,833 places up
Answer the first question right under itUnderstand75 of 1001 in 121
Worth 2 points each18,966 places up each
Use one main headingUnderstand76 of 1001 in 4
Put figures in tablesUnderstand82 of 1001 in 28
Phrase headings as questionsUnderstand47 of 1001 in 10
Link straight to the final addressAccess99 of 1001 in 2
Show 14 more fixes
Worth 1 point each11,392 places up each
Add lists or tablesUnderstand54 of 1001 in 2
Add depth to thin pagesUnderstand27 of 1003 in 7
Show sources on guidesTrust18 of 1001 in 2
Fix title lengthsUnderstand38 of 1001 in 6
Add real images to contentUnderstand14 of 1002 in 3
Describe imagesUnderstand13 of 1002 in 7
Fix description lengthsUnderstand11 of 1001 in 11
Show when guides were updatedTrust6 of 1003 in 5
Set a share imageUnderstand19 of 1002 in 7
Set each page's canonical addressAccess4 of 1002 in 5
Worth under a point each
Speed up the serverAccessAbout the whole site4 in 5
Add an llms.txtAccessAbout the whole site1 in 4
Put the text in the HTMLAccess1 of 1002 in 3
Replace unsupported sales claimsTrust2 of 1002 in 3

How AI reads this site

The first words an assistant reads on its home page.

What an assistant reads first

Home pageWhat it says
TitleHome - Munz Construction
DescriptionNone in the HTML
First headingDON'T MOVE, IMPROVE!
OpeningMunz Construction has been helping Bucks County homeowners transform their homes for more than 40 years. Our design-build team manages every stage of the remodeling process, from initial concept and design to construction and final details. Whether you’re planning a kitchen…

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: “Home - Munz Construction” and “DON'T MOVE, IMPROVE!”.

    Agent instructions

    On munzconstruction.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 munzconstruction.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 Warminster in the first words

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

    Agent instructions

    On munzconstruction.com, name Warminster 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 munzconstruction.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 munzconstruction.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.