mackaycontracting.com

Read 1 day ago, 30 pages. Read it again

Top 1%of the 263,590 sites mttr has read, at #2,145

It scores 97.

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

Fix this first

Link straight to the final address

97 now99 with itTop 0.1% from 99

#2,145to#1801,965 places up29 of its 30 pages fail it. 1 in 2 ranked sites pass it.

Agent View, 100% readable by AI agents

Where it ranks

2 points take it into the top 0.1%.

Open the leaderboard

Beside it on the board

  1. #2,143overthetoproofing.pro97
  2. #2,14424hourlocksmithdetroit.com97
  3. #2,145mackaycontracting.com97
  4. #2,146texasroofingandleakrepair.com97
  5. #2,147preslimousa.com97

1,130 sites score 97. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top 0.1%

  1. 97Now#2,145
  2. 99Link straight to the final addressTop 0.1%

1 fix. Top 0.1% starts at 99.

Where it stands

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

Access35 points94
Middle site
91
Ahead by
3

Worth the mostLink straight to the final address+2

Understand30 points96
Middle site
59
Ahead by
37

Worth the mostEach fix here is worth under a point

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 read304414 fewer than typical
Links a page91332% below typical
Words a page54339438% above typical
Rules failing somewhere41410 fewer than typical
Half its pages answer in72 ms210 ms66% faster than typical

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

The work, worth the most first

4 fixes. The first 1 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 points1,965 places up
Link straight to the final addressAccess29 of 301 in 2
Show 3 more fixes
Worth under a point each
Add an llms.txtAccessAbout the whole site1 in 4
Fix description lengthsUnderstand6 of 301 in 11
Fix title lengthsUnderstand5 of 301 in 6

How AI reads this site

The first words an assistant reads on its home page.

What an assistant reads first

Home pageWhat it says
TitleMacKay Contracting · Heavy Civil, Mining & Infrastructure Contractor
DescriptionMacKay Contracting is a heavy civil general contractor for mining, infrastructure, and transportation projects across Canada and the United States. We Build Certainty.
First headingComplex Work.ControlledExecution.
OpeningBuilding the infrastructure communities rely on and industry depends on.

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: “MacKay Contracting · Heavy Civil, Mining & Infrastructure Contractor” and “Complex Work.ControlledExecution.”.

    Agent instructions

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

  2. Rewrite the description

    Its description is 167 characters and is cut off in results.

    Agent instructions

    On mackaycontracting.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 Missoula in the first words

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

    Agent instructions

    On mackaycontracting.com, name Missoula 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.

Asking an assistant

What are the best general contractors near Missoula, MT? Its answer, and whether it cites mackaycontracting.com, shows here in a moment.

Fix mackaycontracting.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 mackaycontracting.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.