cartlens.co

Read 3 days ago, 88 pages. Read it again

Top 50%of the 262,710 sites mttr has read, at #129,614

It scores 78.

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

Fix this first

Add a way to get in touch

78 now86 with itTop 25% from 85

#129,614to#54,03475,580 places up83 of its 88 pages fail it. 1 in 2 ranked sites pass it.

Shop Ready, 7 products graded, 6.2 of 12 fieldsAsked about, named in 0 of 9 questions

Where it ranks

Held at 78 for its last 2 reads. 7 points take it into the top quarter.

Open the leaderboard

Beside it on the board

  1. #129,614cleaningcashflow.com78
  2. #129,615nackard.com78
  3. #129,616cartlens.co78
  4. #129,617thepopverse.com78
  5. #129,618jumpropestore.com78

8,141 sites score 78. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top quarter

  1. 78Now#129,614
  2. 86Add a way to get in touchTop 25%

1 fix. Top 25% starts at 85.

Where it stands

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

Access35 points94
Middle site
91
Ahead by
3

Worth the mostLink straight to the final address+2

Understand30 points87
Middle site
59
Ahead by
28

Worth the mostAnswer the first question right under it+2

Trust20 points93
Middle site
98
Behind by
5

Worth the mostShow when guides were updated+1

Act15 points3
Middle site
57
Behind by
54

Worth the mostAdd a way to get in touch+8

Against a typical site

The readThis siteTypicalAgainst typical
Pages read884543 more than typical
Links a page191349% above typical
Words a page1,1753963× typical
Rules failing somewhere20146 more than typical
Half its pages answer in663 ms210 ms216% slower than typical

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

The work, worth the most first

20 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 8 points75,580 places up
Add a way to get in touchAct83 of 881 in 2
Worth 7 points67,460 places up
Add a tap-to-call linkAct88 of 881 in 3
Worth 2 points each24,047 places up each
Answer the first question right under itUnderstand52 of 881 in 121
Link straight to the final addressAccess87 of 881 in 2
Worth 1 point each15,642 places up each
Put figures in tablesUnderstand25 of 881 in 28
Show when guides were updatedTrust8 of 883 in 5
Show 14 more fixes
Worth under a point each
Make near-copy pages distinctTrustAbout the whole site4 in 5
Link to orphaned pagesAccessAbout the whole site3 in 4
Match structured data to the pageUnderstand8 of 881 in 2
Phrase headings as questionsUnderstand7 of 881 in 10
Name the publisherTrust8 of 883 in 4
Add depth to thin pagesUnderstand5 of 883 in 7
Put the text in the HTMLAccess3 of 882 in 3
Use one main headingUnderstand5 of 881 in 4
Add lists or tablesUnderstand4 of 881 in 2
Remove ratings with no visible reviewsTrust3 of 8819 in 20
Show sources on guidesTrust2 of 881 in 2
Show every FAQ question on the pageUnderstand2 of 8819 in 20
Add real images to contentUnderstand2 of 882 in 3
Replace unsupported sales claimsTrust2 of 882 in 3

How AI reads this site

It reads mostly as online shops, and a little like software and SaaS. 2 changes would make it plainer.

It reads as

Online shopsIt says it is an organization.

  1. None
  2. Loosely
  3. Split
  4. Mostly
  5. Clearly
  1. Closest lines of workAgainst the closest
  2. Online shops
  3. Software and SaaS
  4. Restaurants and cafes

What an assistant reads first

Home pageWhat it says
TitleCartLens — Scan Your Receipt. Find Out If You Overpaid.
DescriptionCartLens is an AI shopping app that scans any receipt or price tag to instantly reveal if you overpaid and find cheaper local prices from real shoppers.
First headingFind out if you just overpaid.
OpeningFor trying CartLens: scan receipts and price tags, and keep up to 5 trips a month.

2 changes so it reads plainly as what it is

  1. Say what you do, for whom and where

    Its pages read only partly as Online shops. An assistant matches a site to a question by what its pages plainly say.

    Agent instructions

    On cartlens.co, 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 Online shops. Keep the title under 60 characters and lead with the service, not the name.

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

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

    Agent instructions

    On cartlens.co, find where the site mixes Online shops with Software and SaaS, and give each its own page, linked from the home page, so each page is about one thing.

  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 cartlens.co 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 cartlens.co 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.