pythontest.com

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

Top 50%of the 263,586 sites mttr has read, at #115,561

It scores 79.

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

Fix this first

Add structured data

79 now86 with itTop 25% from 85

#115,561to#54,23561,326 places up100 of its 100 pages fail it. 1 in 3 ranked sites pass it.

Where it ranks

6 points take it into the top quarter.

Open the leaderboard

Beside it on the board

  1. #115,559answersingenesis.org79
  2. #115,560baircoconstruction.com79
  3. #115,561pythontest.com79
  4. #115,562admanelectric.com79
  5. #115,563citywidebuilders.com79

8,470 sites score 79. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top quarter

  1. 79Now#115,561
  2. 86Add structured dataTop 25%

1 fix. Top 25% starts at 85.

Where it stands

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

Access35 points96
Middle site
91
Ahead by
5

Worth the mostSet each page's canonical address+2

Understand30 points63
Middle site
59
Ahead by
4

Worth the mostAdd structured data+7

Trust20 points98
Middle site
98
Level with it

Worth the mostReplace unsupported sales claims+1

Act15 points49
Middle site
57
Behind by
8

Worth the mostAdd a tap-to-call link+7

Against a typical site

The readThis siteTypicalAgainst typical
Pages read1004456 more than typical
Links a page24131.9× typical
Words a page2,4063946.1× typical
Rules failing somewhere12142 fewer than typical
Half its pages answer in299 ms210 ms42% slower than typical

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

The work, worth the most first

13 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 points each61,326 places up each
Add structured dataUnderstand100 of 1001 in 3
Add a tap-to-call linkAct100 of 1001 in 3
Worth 2 points each18,292 places up each
Fix description lengthsUnderstand50 of 1001 in 11
Fix title lengthsUnderstand46 of 1001 in 6
Add a way to get in touchAct15 of 1001 in 2
Set each page's canonical addressAccess16 of 1002 in 5
Show 7 more fixes
Worth 1 point each9,640 places up each
Use one main headingUnderstand14 of 1001 in 4
Link straight to the final addressAccess14 of 1001 in 2
Replace unsupported sales claimsTrust6 of 1002 in 3
Worth under a point each
Match structured data to the pageUnderstand2 of 1003 in 7
Add an llms.txtAccessAbout the whole site1 in 4
Bring deep pages closer to homeAccess1 of 1006 in 7
Describe imagesUnderstand1 of 1002 in 7

How AI reads this site

The first words an assistant reads on its home page.

What an assistant reads first

Home pageWhat it says
TitlePythonTest
DescriptionBrian Okken's blog + links to pytest books, courses, and podcasts
First headingNone in the HTML
OpeningIs TDD even relevant anymore? Yes, but don't be dumb about it.

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

  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 pythontest.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 pythontest.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 pythontest.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.