Agent View

The site as an AI agent gets it, beside the site as a person sees it. What it can read, what it has to cut away, and what it never sees.

columbiamachine.com53 pages read on October 24, 2026
Full screen
Concrete Products Machines - Columbia Machine
columbiamachine.com/tours-virtuales/

SolutionsBatching & mixing Cutting-edge automatio…Concrete products machines The most tech…Product handling Pallet handling to move…Accessories Meet your customers’ needs q…Plant designs With one call, you can ord…Bagging solutions Raw materials to stack…Molds

  • Solutions
    • Batching & mixing
    • Concrete products machines
    • Product handling
    • Accessories
    • Plant designs
    • Bagging solutions
  • Molds

The rest of the page is in full screen.

Drawn from the HTML mttr fetched, not a screenshot.
page.md5 words, about 20 tokens
# [Tours Virtuales](https://columbiamachine.com/tours-virtuales/)

July 13, 2021

An agent gets this page whole: its own text is in the HTML the server sends.

The figures

53 pages, set against the 167,939 sites with figures and 223 in manufacturing.

See its rivals
Readablehigher is better
100%53 of 53 pages
All 167,939 sitesBetter than 47%
223 manufacturing sitesBetter than 45%

Pages whose own text is in the HTML the server sends, enough of it for their kind.

Cleanhigher is better
70%middle page
All 167,939 sitesBetter than 48%
223 manufacturing sitesBetter than 72%

Of the words before script, the share that are the page and not menus, footer and forms.

Costshown, never scored
81,084tokens
About 1,530 a page

To read every page once. A long page that answers well is not worse for it. Tokens are estimated at about 4 characters each.

How its pages spread on Clean

Its middle, 70%

53 pages measured.

Against its rivals

The sites nearest it by what they do, with figures. Close means similar work, not better.

Readinghigher is betterCostnot scored
SiteReadableCleanTokens a page
columbiamachine.comThis site, 53 pages100%70%1,530
isi-na.com44 pages98%72%756
ccassani.com21 pages100%54%1,130
pathfindersystem.com50 pages94%None1,135

First of 4 on Readable, second on Clean.

AI crawler access

What robots.txt says to each, as read on October 24, 2026. 8 of 8 may read the site.

Open robots.txt
Crawlerrobots.txt saysUsed forThe line that decides
GPTBotOpenAINot namedTraining modelsFalls to User-agent: *
OAI-SearchBotOpenAINot namedChatGPT searchFalls to User-agent: *
ChatGPT-UserOpenAINot namedA page a person asks aboutFalls to User-agent: *
ClaudeBotAnthropicNot namedTraining modelsFalls to User-agent: *
Claude-SearchBotAnthropicNot namedClaude’s searchFalls to User-agent: *
PerplexityBotPerplexityNot namedPerplexity searchFalls to User-agent: *
Google-ExtendedGoogleNot namedTraining GeminiFalls to User-agent: *
bingbotMicrosoftNot namedBing and CopilotFalls to User-agent: *

Every AI crawler mttr checks may read it. Not named means the rules for every crawler apply.

Every page

Worst first. Each opens in Agent View at the top.

No page loses anything an agent needs.Open the action plan

What an agent getshigher is betterSignalsCostnot scored
PageWordsCleanReadableMain headingTokensWhat it loses
/tours-virtuales51%YesYes20Nothing
/about-us/feed-drawer6414%YesYes285Nothing
/1224s-high-speed-splitter9021%YesYes236Nothing
/tradeshows8821%YesYes144Nothing
/products13928%YesYes371Nothing
/about-us/contactus38043%YesYes663Nothing
/blog/uk-master-mold-builder-class26243%YesYes504Nothing
/wem21346%YesYes484Nothing
/products/plant-designs31446%YesYes794Nothing
/planetary-mixers-for-concrete41247%YesYes842Nothing
/31047%YesYes731Nothing
/blog/longleaf-packaging-llc-challenging-bagging-industry-standards35251%YesYes621Nothing
/techmatik-ams52452%YesYes1,001Nothing
/products/product-handling38352%YesYes810Nothing
/psi30053%YesYes682Nothing
/blog/celebrating-80-years-innovation39453%YesYes678Nothing
/blog/12972-241554%YesYes733Nothing
/automatic-block-production-lines-by-techmatik57354%YesYes1,133Nothing
/automatic-block-production-lines-by-techmatik-257354%YesYes1,134Nothing
/multi-color-mix-paver-large-slabs-production64955%YesYes1,218Nothing
/blog46955%YesYes2,189Nothing
/columbia-vibration-technology58562%YesYes1,235Nothing
/concrete-molds76264%YesYes1,588Nothing
/products/bagging-solutions62565%YesYes1,321Nothing
/products/accessories65066%YesYes1,229Nothing
The worst 25 of 53 pages.Show all 53

Show where it stands

A card, a badge and a line, each with the figures.

columbiamachine.com in Agent View: 100% readable
1200 by 630, for linksDownload

A badge for the site

Agent View: 100% readable
<a href="https://mttr.si/agent-view/columbiamachine.com"><img src="https://mttr.si/agent-view/columbiamachine.com/badge.svg" alt="Agent View: 100% readable, 70% clean" height="20"></a>
Drawn again after every read

The figures in one line

columbiamachine.com in Agent View: 100% of pages readable, better than 45% of manufacturing sites; 70% clean; 81,084 tokens to read all 53 pages. mttr.si/agent-view/columbiamachine.com

What to do next

Fix the pages, let an agent do it, and read the site again to see the figures move.

Fix what agents miss

0pages lose something

No page loses anything an agent needs. The action plan has the site’s other fixes.

Open the action plan

Connect your agent

Claude Code, Codex or Cursor reads the site’s fixes over MCP, fixes a page in your code, has mttr read it again, and checks the fix landed.

https://mttr.si/mcp
Set up an agent

Claim the site

Prove it is yours with a DNS record or a file. Your agent can then reach its reads and jobs, and set each change to wait for your approval.

Claim the site

Drawn from the HTML mttr fetched on its read of October 24, 2026, not a screenshot, and only from the 53 pages read. An assistant’s own reader may differ. Tokens are estimated at about 4 characters each. A site an agent reads well is not a site an assistant cites.

Agent Viewcolumbiamachine.com Close Esc
Concrete Products Machines - Columbia Machine
columbiamachine.com/tours-virtuales/

SolutionsBatching & mixing Cutting-edge automatio…Concrete products machines The most tech…Product handling Pallet handling to move…Accessories Meet your customers’ needs q…Plant designs With one call, you can ord…Bagging solutions Raw materials to stack…Molds

  • Solutions
    • Batching & mixing
    • Concrete products machines
    • Product handling
    • Accessories
    • Plant designs
    • Bagging solutions
  • Molds
    • Product catalog
    • Resource catalog
    • Mold cost calculator
    • Mold and tamper head inspection device
  • Customer care
    • Order parts online
    • Knowledge base
    • Training
  • Blog
  • About us
    • Find a representative
    • Support contacts
    • Trade shows
    • Employment
    • Feed drawer
    • Press releases

Tours Virtuales

July 13, 2021

+1 360 694 1501BlogCustomer CareAbout UsContact UsColumbia PalletizingColumbia/Okura LLCColumbia Ethics Report an Incident

Drawn from the HTML mttr fetched, not a screenshot.
page.md5 words, about 20 tokens
# [Tours Virtuales](https://columbiamachine.com/tours-virtuales/)

July 13, 2021
Drawn from the HTML mttr fetched, not a screenshot. An assistant’s own reader may differ.Tokens are estimated at about 4 characters each.