glassdoctor.com

Read 1 day ago, the first 100 pages. Read it again

Top 5%of the 265,002 sites mttr has read, at #5,018

It scores 95.

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

95 now97 with itTop 1% from 97

#5,018to#2,0682,950 places up99 of its 100 pages fail it. 1 in 2 ranked sites pass it.

Agent View, 99% readable by AI agents

Where it ranks

Down 2,950 places since Oct 16, from #2,068. 2 points take it into the top 1%.

Open the leaderboard

Beside it on the board

  1. #5,016mojogaragedoors.com95
  2. #5,017pestsource.com95
  3. #5,018glassdoctor.com95
  4. #5,019maximroofing.com95
  5. #5,020constructem.com95

2,491 sites score 95. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top 1%

  1. 95Now#5,018
  2. 97Link straight to the final addressTop 1%

1 fix. Top 1% starts at 97.

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 points92
Middle site
59
Ahead by
33

Worth the mostMatch structured data to the page+1

Trust20 points100
Middle site
98
Ahead by
2

Full marks1 in 4 ranked sites have them

Act15 points99
Middle site
57
Ahead by
42

Worth the mostAdd a way to get in touch+1

Against a typical site

The readThis siteTypicalAgainst typical
Pages read1004456 more than typical
Links a page80136.2× typical
Words a page1,4683943.7× typical
Rules failing somewhere10144 fewer than typical
Half its pages answer in54 ms210 ms74% faster than typical

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

The work, worth the most first

10 fixes. The first 8 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 points2,950 places up
Link straight to the final addressAccess99 of 1001 in 2
Worth 1 point each1,814 places up each
Match structured data to the pageUnderstand1 of 1003 in 7
Fix description lengthsUnderstand21 of 1001 in 11
Add structured dataUnderstand10 of 1001 in 3
Describe imagesUnderstand14 of 1002 in 7
Fix title lengthsUnderstand7 of 1001 in 6
Add a way to get in touchAct1 of 1001 in 2
Use one main headingUnderstand1 of 1001 in 4
Show 2 more fixes
Worth under a point each
Set each page's canonical addressAccess1 of 1002 in 5
Replace unsupported sales claimsTrust1 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
TitleGlass Repair & Glass Replacement | Home, Auto, & Business
DescriptionOur Qualified, Insured Service Professionals Offer Upfront Pricing. Locations Near You! Call (833) 974-0209 to Schedule Glass Replacement & Glass Repair!
First headingGlass Repair, Replacement, and Installation
OpeningYour browser does not support the HTML5 video tag.

2 changes so it reads plainly as what it is

  1. Name Cecil Counties Clayton in the first words

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

    Agent instructions

    On glassdoctor.com, name Cecil Counties Clayton 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 glassdoctor.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.

Fix glassdoctor.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 glassdoctor.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.