mspplumbingheatingair.com

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

Top 5%of the 263,867 sites mttr has read, at #8,729

It scores 94.

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

Fix this first

Show sources on guides

94 now96 with itTop 1% from 97

#8,729to#3,1975,532 places up18 of its 100 pages fail it. 1 in 2 ranked sites pass it.

Agent View, 100% readable by AI agents

Where it ranks

3 points take it into the top 1%.

Open the leaderboard

Beside it on the board

  1. #8,727azroof.com94
  2. #8,728fgpainting.com94
  3. #8,729mspplumbingheatingair.com94
  4. #8,730woodsplumbing.com94
  5. #8,731theairconditioningspecialist.com94

3,363 sites score 94. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top 1%

  1. 94Now#8,729
  2. 96Show sources on guides#3,197
  3. 97Answer the first question right under itTop 1%

2 fixes. Top 1% starts at 97.

Where it stands

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

Access35 points100
Middle site
91
Ahead by
9

Full marks1 in 10 ranked sites have them

Understand30 points86
Middle site
59
Ahead by
27

Worth the mostAnswer the first question right under it+1

Trust20 points91
Middle site
98
Behind by
7

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 read1004456 more than typical
Links a page69135.4× typical
Words a page8213942.1× typical
Rules failing somewhere11143 fewer than typical
Half its pages answer in92 ms210 ms56% 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 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 2 points5,532 places up
Show sources on guidesTrust18 of 1001 in 2
Worth 1 point each3,762 places up each
Answer the first question right under itUnderstand26 of 1001 in 121
Put figures in tablesUnderstand27 of 1001 in 28
Phrase headings as questionsUnderstand44 of 1001 in 10
Describe imagesUnderstand62 of 1002 in 7
Show 6 more fixes
Worth under a point each
Make near-copy pages distinctTrustAbout the whole site4 in 5
Fix description lengthsUnderstand11 of 1001 in 11
Add depth to thin pagesUnderstand7 of 1003 in 7
Add lists or tablesUnderstand8 of 1001 in 2
Add real images to contentUnderstand1 of 1002 in 3
Replace unsupported sales claimsTrust1 of 1002 in 3

How AI reads this site

It reads clearly as trades and home services, the way an assistant matches a site to a question. 1 change would make it plainer.

It reads as

Trades and home servicesIt says it is a hvacbusiness in Woodbury.

  1. None
  2. Loosely
  3. Split
  4. Mostly
  5. Clearly
  1. Closest lines of workAgainst the closest
  2. Trades and home services
  3. Auto repair and dealers
  4. Law firms

What an assistant reads first

Home pageWhat it says
TitlePlumbing, Heating, AC & Electrical in the Twin Cities | MSP
DescriptionMSP serves Minneapolis, St. Paul, and nearby communities with plumbing, heating, AC, and electrical repairs and installations. Schedule service online.
First headingPlumbing, HVAC & Heating Services in Minneapolis–Saint Paul
OpeningFor over a century, families in Minneapolis, Saint Paul, and across the Twin Cities have relied on MSP, a 100% family-owned and operated business, for all their plumbing, drains, heating, and cooling needs. Through hail, sleet, and snow, we've stood by our customers,…

1 change so it reads plainly as what it is

  1. Name Woodbury in the first words

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

    Agent instructions

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

  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.

Asking an assistant

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

Fix mspplumbingheatingair.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 mspplumbingheatingair.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.