vernier.com

Read 14 hours ago, the first 100 pages. Read it again

Top 50%of the 263,587 sites mttr has read, at #69,434

It scores 85.

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

Fix this first

Answer the first question right under it

85 now88 with itTop 25% from 85

#69,434to#39,09430,340 places up94 of its 100 pages fail it. 1 in 121 ranked sites pass it.

Agent View, 100% readable by AI agents

Where it ranks

Held at 85 for its last 2 reads.

Open the leaderboard

Beside it on the board

  1. #69,432oxygenworldwide.com85
  2. #69,433decorationbydiana.com85
  3. #69,434vernier.com85
  4. #69,435angcleaning.com85
  5. #69,436lebaroque.com85

8,436 sites score 85. A tie goes to the site with faster, leaner pages that say more and keep improving.

Who leads Beaverton, OR

  1. #1beavertonlockandlocksmith.com98
  2. #2beavertonexpertlocksmith.com98
  3. #3ripcitygaragedoorrepairlocksmith.com96
  4. #28vernier.com85

The middle site in Beaverton, OR scores 84.

Where it stands

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

Access35 points95
Middle site
91
Ahead by
4

Worth the mostLink straight to the final address+2

Understand30 points56
Middle site
59
Behind by
3

Worth the mostAnswer the first question right under it+3

Trust20 points99
Middle site
98
Ahead by
1

Worth the mostEach fix here is worth under a point

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 page48133.8× typical
Words a page7473941.9× typical
Rules failing somewhere1414About typical
Half its pages answer in852 ms210 ms306% slower than typical

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

The work, worth the most first

14 fixes. The first 7 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 3 points30,340 places up
Answer the first question right under itUnderstand94 of 1001 in 121
Worth 2 points each22,766 places up each
Use one main headingUnderstand98 of 1001 in 4
Phrase headings as questionsUnderstand90 of 1001 in 10
Link straight to the final addressAccess99 of 1001 in 2
Worth 1 point each15,200 places up each
Put figures in tablesUnderstand98 of 1001 in 28
Fix description lengthsUnderstand99 of 1001 in 11
Describe imagesUnderstand86 of 1002 in 7
Show 7 more fixes
Worth under a point each
Make near-copy pages distinctTrustAbout the whole site4 in 5
Speed up the serverAccessAbout the whole site4 in 5
Add depth to thin pagesUnderstand36 of 1003 in 7
Fix title lengthsUnderstand51 of 1001 in 6
Show when guides were updatedTrust3 of 1003 in 5
Replace unsupported sales claimsTrust2 of 1002 in 3
Set a share imageUnderstand1 of 1002 in 7

How AI reads this site

It reads mostly as schools and courses, and a little like software and SaaS. 4 changes would make it plainer.

It reads as

Schools and coursesIt says it is an organization in Beaverton.

  1. None
  2. Loosely
  3. Split
  4. Mostly
  5. Clearly
  1. Closest lines of workAgainst the closest
  2. Schools and courses
  3. Software and SaaS
  4. Manufacturers and suppliers

What an assistant reads first

Home pageWhat it says
TitleScience Probeware & Experiment Software for Teachers | Vernier
DescriptionVernier provides teachers with the tools to encourage curiosity in all students – high quality science probeware, experiment software, and resources.
First headingShop
OpeningCalling all innovative educators who are using⁠—⁠or would like to use⁠—⁠Vernier technology in their STEM classroom or college laboratory!

4 changes so it reads plainly as what it is

  1. Say what you do, for whom and where

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

    Agent instructions

    On vernier.com, 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 Schools and courses. 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: “Science Probeware & Experiment Software for Teachers | Vernier” and “Shop”.

    Agent instructions

    On vernier.com, give the home page one first heading (h1) that says, in a reader's words, what its title says the site is: Schools and courses.

  3. Name Beaverton in the first words

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

    Agent instructions

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

  4. Give each kind of work a page of its own

    It reads close to Software and SaaS as well as Schools and courses. Mixed on one page, neither reads plainly.

    Agent instructions

    On vernier.com, find where the site mixes Schools and courses with Software and SaaS, and give each its own page, linked from the home page, so each page is about one thing.

  5. 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 vernier.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 vernier.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.