grayduckplumbing.com

Read 2 days ago, 31 pages. Read it again

#1 of 41sites in St Paul, Minnesota

It scores 97.

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

Fix this first

Fix description lengths

97 now98 with itTop 1% from 97

#2,688to#6392,049 places up14 of its 31 pages fail it. 1 in 11 ranked sites pass it.

Agent View, 100% readable by AI agents

Where it ranks

Open the leaderboard

Beside it on the board

  1. #2,686carlocksmithkaty.com97
  2. #2,687prolinefence.com97
  3. #2,688grayduckplumbing.com97
  4. #2,689atticalinsulationandrodents.com97
  5. #2,690carminesonrush.com97

1,134 sites score 97. A tie goes to the site with faster, leaner pages that say more and keep improving.

First in St Paul, MN

  1. #1grayduckplumbing.com97
  2. #2247superiorgaragedoor.com97
  3. #3stpaulcashforjunkcars.com96

The middle site in St Paul, MN scores 86.

Where it stands

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

Access35 points99
Middle site
91
Ahead by
8

Worth the mostEach fix here is worth under a point

Understand30 points91
Middle site
59
Ahead by
32

Worth the mostFix description lengths+1

Trust20 points100
Middle site
98
Ahead by
2

Full marks1 in 4 ranked sites have them

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 read314413 fewer than typical
Links a page181343% above typical
Words a page55739441% above typical
Rules failing somewhere6148 fewer than typical
Half its pages answer in170 ms210 ms19% faster than typical

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

The work, worth the most first

6 fixes. The first 2 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 1 point each2,049 places up each
Fix description lengthsUnderstand14 of 311 in 11
Fix title lengthsUnderstand8 of 311 in 6
Show 4 more fixes
Worth under a point each
Link to orphaned pagesAccessAbout the whole site3 in 4
Add an llms.txtAccessAbout the whole site1 in 4
Describe imagesUnderstand2 of 312 in 7
Set a share imageUnderstand2 of 312 in 7

How AI reads this site

The first words an assistant reads on its home page.

What an assistant reads first

Home pageWhat it says
TitleMinneapolis Plumbing Services | Twin Cities Best Plumbers | Gray Duck
DescriptionLooking For Professional Plumbing Services in the Minneapolis/St. Paul Area? Call 651-508-1202. We're Your Professional, Reliable Plumbers!
First headingNeed a Plumber in the Twin Cities?
OpeningWe can handle all your residential plumbing needs. Work with Gray Duck Plumbing and you can expect up front, honest, quality plumbing services from our experienced team.

2 changes so it reads plainly as what it is

  1. Name St Paul in the first words

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

    Agent instructions

    On grayduckplumbing.com, name St Paul in the home page title or first sentence, and in the description, where it reads naturally.

  2. Say what kind of business it is in structured data

    Its home page declares no business or organization type, so a machine has to guess what it is.

    Agent instructions

    On grayduckplumbing.com, add JSON-LD to the home page declaring the most particular schema.org type for the business, with its name, address, phone and sameAs links to its own profiles.

  3. 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.

Asking an assistant

What are the best plumbers near St Paul, MN? Its answer, and whether it cites grayduckplumbing.com, shows here in a moment.

Fix grayduckplumbing.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 grayduckplumbing.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.