amstat.org

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

Top 25%of the 263,577 sites mttr has read, at #54,631

It scores 86.

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

Fix this first

Add structured data

86 now93 with itTop 10% from 90

#54,631to#10,80643,825 places up100 of its 100 pages fail it. 1 in 3 ranked sites pass it.

Agent View, 0% readable by AI agents

Where it ranks

Up 59,744 places since Oct 20, from #114,375. 4 points take it into the top 10%.

Open the leaderboard

Beside it on the board

  1. #54,629southernplumbing.com86
  2. #54,630tennis-picks.org86
  3. #54,631amstat.org86
  4. #54,632duracleanrestoration.com86
  5. #54,633actsofserviceplumbing.com86

8,168 sites score 86. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top 10%

  1. 86Now#54,631
  2. 93Add structured dataTop 10%

1 fix. Top 10% starts at 90.

Where it stands

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

Access35 points93
Middle site
91
Ahead by
2

Worth the mostLink straight to the final address+2

Understand30 points61
Middle site
59
Ahead by
2

Worth the mostAdd structured data+7

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 read1004456 more than typical
Links a page76135.9× typical
Rules failing somewhere12142 fewer than typical
Half its pages answer in89 ms210 ms58% faster than typical

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

The work, worth the most first

12 fixes. The first 4 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 7 points43,825 places up
Add structured dataUnderstand100 of 1001 in 3
Worth 3 points22,356 places up
Fix description lengthsUnderstand86 of 1001 in 11
Worth 2 points15,479 places up
Link straight to the final addressAccess99 of 1001 in 2
Worth 1 point7,900 places up
Fix title lengthsUnderstand30 of 1001 in 6
Show 8 more fixes
Worth under a point each
Put the text in the HTMLAccess1 of 1002 in 3
Serve a robots.txtAccessAbout the whole site6 in 7
Publish a sitemapAccessAbout the whole site3 in 4
Match structured data to the pageUnderstand1 of 1003 in 7
Add depth to thin pagesUnderstand1 of 1003 in 7
Add an llms.txtAccessAbout the whole site1 in 4
Use one main headingUnderstand7 of 1001 in 4
Set each page's canonical addressAccess4 of 1002 in 5

How AI reads this site

The first words an assistant reads on its home page.

What an assistant reads first

Home pageWhat it says
TitleAmerican Statistical Association
DescriptionThe American Statistical Association is the world's largest community of statisticians, the "Big Tent for Statistics." It is the second-oldest, continuously operating professional association in the country.
First headingNone in the HTML
OpeningAmerican Statistical Association 277 S. Washington St., #370 Alexandria, VA 22314-3646 Phone: (703) 684-1221 Toll-free: (888) 231-3473 Fax: (703) 997-7299 Email: [email protected]

3 changes so it reads plainly as what it is

  1. Make the first heading say what the title says

    The home page has no first heading in its HTML.

    Agent instructions

    On amstat.org, 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 207 characters and is cut off in results.

    Agent instructions

    On amstat.org, 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. 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 amstat.org, 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 amstat.org 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 amstat.org 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.