glassbuildamerica.com

Read 5 days ago, the first 100 pages. Read it again

76 of 100ahead of 46% of the sites mttr has read

Its strongest stage is Act, at 99 against the middle site's 57. 1 fix, 5 points, take it to 81, into the top half of every site.

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

The shortest way up

1 fix, 41,350 places up

  1. 76Now#138,607
  2. 81Add structured data#97,257

The top half of every site starts at 77. The middle site in Vienna, VA scores 81.

Where it ranks

1 point takes it into the top half.

Open the leaderboard

Beside it on the board

  1. #142,005coursiv.io76
  2. #142,006nativegrillandwings.com76
  3. #142,007glassbuildamerica.com76
  4. #142,008progress.bible76
  5. #142,009qubicle-constructor.com76

7,508 sites score 76. A tie goes to the site with faster, leaner pages that say more and keep improving.

Who leads Vienna, VA

  1. #1fredgeneralpainting.com98
  2. #2mykitchenandbath.com96
  3. #3flatfeelandlord.com93
  4. #22glassbuildamerica.com76

The middle site in Vienna, VA scores 81.

Where it stands

Each stage against the middle site. It trails on Access and Understand and Trust.

Access35 points89
Middle site
91
Behind by
2

Worth the mostFix pages that fail to load+3

Understand30 points48
Middle site
59
Behind by
11

Worth the mostAdd structured data+5

Trust20 points78
Middle site
98
Behind by
20

Worth the mostShow when guides were updated+3

Act15 points99
Middle site
57
Ahead by
42

Worth the mostAdd a tap-to-call link+1

Against a typical site

The readThis siteTypicalAgainst typical
Pages read1004456 more than typical
Links a page21131.6× typical
Words a page414394About typical
Rules failing somewhere20146 more than typical
Half its pages answer in123 ms210 ms41% faster than typical

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

The work, worth the most first

20 fixes. The first 11 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 5 points44,750 places up
Add structured dataUnderstand82 of 1001 in 3
Worth 3 points each27,675 places up each
Show when guides were updatedTrust32 of 1003 in 5
Describe imagesUnderstand82 of 1002 in 7
Fix pages that fail to loadAccess18 of 1003 in 4
Worth 2 points each19,204 places up each
Answer the first question right under itUnderstand32 of 1001 in 121
Match structured data to the pageUnderstand34 of 1003 in 7
Add depth to thin pagesUnderstand23 of 1003 in 7
Put figures in tablesUnderstand32 of 1001 in 28
Name the publisherTrust32 of 1003 in 4
Fix description lengthsUnderstand65 of 1001 in 11
Link straight to the final addressAccess80 of 1001 in 2
Show 9 more fixes
Worth 1 point each11,045 places up each
Add breadcrumb dataUnderstand32 of 1001 in 2
Set a share imageUnderstand51 of 1002 in 7
Fix title lengthsUnderstand16 of 1001 in 6
Use one main headingUnderstand2 of 1001 in 4
Set each page's canonical addressAccess1 of 1002 in 5
Add a tap-to-call linkAct1 of 1001 in 3
Worth under a point each
Make near-copy pages distinctTrustAbout the whole site4 in 5
Add an llms.txtAccessAbout the whole site1 in 4
Replace unsupported sales claimsTrust3 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
TitleGlassBuild America 2026 | GlassBuild America
DescriptionNone in the HTML
First headingGlassBuild America 2026
OpeningGlassBuild America brings together the brightest minds and leading companies in the glass and fenestration industries. Whether you’re looking for solutions, insights or connections, this is where you build your future.

3 changes so it reads plainly as what it is

  1. 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 glassbuildamerica.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.

  2. Name Vienna in the first words

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

    Agent instructions

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

  3. 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 glassbuildamerica.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.

  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 glassbuildamerica.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 glassbuildamerica.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.