vfor.org

Read 1 day ago, 95 pages. Read it again

77 of 100ahead of 49% of the sites mttr has read

Its strongest stage is Act, at 100 against the middle site's 57. 1 fix, 7 points, take it to 84, 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, 60,219 places up

  1. 77Now#131,269
  2. 84Add structured data#71,050

The top half of every site starts at 77.

Agent View, 100% readable by AI agents

Where it ranks

Up 4,456 places since Oct 14, from #138,915.

Open the leaderboard

Beside it on the board

  1. #134,457themagicparlourchicago.com77
  2. #134,458buildraceparty.com77
  3. #134,459vfor.org77
  4. #134,460stocktonconcretepumping.com77
  5. #134,461kristispoolservice.com77

7,647 sites score 77. A tie goes to the site with faster, leaner pages that say more and keep improving.

Where it stands

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

Access35 points96
Middle site
91
Ahead by
5

Worth the mostSet each page's canonical address+1

Understand30 points27
Middle site
59
Behind by
32

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 read954451 more than typical
Links a page34132.6× typical
Words a page426394About typical
Rules failing somewhere12142 fewer than typical
Half its pages answer in514 ms210 ms145% slower than typical

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

The work, worth the most first

12 fixes. The first 6 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 points63,409 places up
Add structured dataUnderstand93 of 951 in 3
Worth 4 points36,936 places up
Use one main headingUnderstand70 of 951 in 4
Worth 3 points each28,272 places up each
Fix description lengthsUnderstand93 of 951 in 11
Describe imagesUnderstand93 of 952 in 7
Worth 2 points each19,849 places up each
Fix title lengthsUnderstand55 of 951 in 6
Set a share imageUnderstand93 of 952 in 7
Show 6 more fixes
Worth 1 point11,373 places up
Set each page's canonical addressAccess14 of 952 in 5
Worth under a point each
Link to orphaned pagesAccessAbout the whole site3 in 4
Match structured data to the pageUnderstand1 of 953 in 7
Add an llms.txtAccessAbout the whole site1 in 4
Fix pages that fail to loadAccess2 of 953 in 4
Link straight to the final addressAccess7 of 951 in 2

How AI reads this site

It reads closest to nonprofits and charities, but only loosely. 5 changes would make it plainer.

It reads as

Nonprofits and charitiesIt says it is in Essex Jct..

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

What an assistant reads first

Home pageWhat it says
TitleVermont Foundation of Recovery
DescriptionVermont Foundation of Recovery
First headingWho We Are
OpeningVermont Foundation of Recovery (VFOR) is a nonprofit organization dedicated to supporting individuals as they transition to long-term recovery from substance use disorder. Our mission is to provide safe and supportive recovery homes that foster community, accountability, and…

5 changes so it reads plainly as what it is

  1. Say what you do, for whom and where

    Its pages read only partly as Nonprofits and charities. An assistant matches a site to a question by what its pages plainly say.

    Agent instructions

    On vfor.org, rewrite the home page title and its first sentence to say plainly what the business does, for whom and where, so the site reads as Nonprofits and charities. Keep the title under 60 characters and lead with the service, not the name.

  2. Make the first heading say what the title says

    The title and the first heading share no word that says what the site does: “Vermont Foundation of Recovery” and “Who We Are”.

    Agent instructions

    On vfor.org, give the home page one first heading (h1) that says, in a reader's words, what its title says the site is: Nonprofits and charities.

  3. Rewrite the description

    Its description is 30 characters, too few to choose a site by.

    Agent instructions

    On vfor.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.

  4. Name Essex Jct. in the first words

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

    Agent instructions

    On vfor.org, name Essex Jct. in the home page title or first sentence, and in the description, where it reads naturally.

  5. 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 vfor.org, add JSON-LD to the home page declaring the most particular schema.org type for the business (one that fits Nonprofits and charities), with its name, address, phone and sameAs links to its own profiles.

  6. 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 vfor.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 vfor.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.