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.

bostonroofing.com34 pages read on October 22, 2026
Full screen
GSA Federal Office - BOSTON ROOFING Projects
bostonroofing.com/gsa-federal-office/

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GSA Federal Office

Image: GSA federal Office

Image: GSA Federal Office

Image: GSA Federal Office

GSA Federal Office

Andover, MA

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The rest of the page is in full screen.

Drawn from the HTML mttr fetched, not a screenshot.
page.md19 words, about 116 tokens
# GSA Federal Office

![GSA federal Office](https://bostonroofing.com/wp-content/uploads/2018/04/gsa_fedral_office.jpg)

![GSA Federal Office](https://bostonroofing.com/wp-content/uploads/2018/04/gsa_fedral_office_3.jpg)

![GSA Federal Office](https://bostonroofing.com/wp-content/uploads/2018/04/gsa_fedral_office_2.jpg)

### GSA Federal Office

##### Andover, MA

[Previous](https://bostonroofing.com/brio/)

[Next](https://bostonroofing.com/wayland-high-school/)

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

The figures

34 pages, set against the 167,893 sites with figures.

Readablehigher is better
97%33 of 34 pages
All 167,893 sitesBetter than 39%

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

Cleanhigher is better
41%middle page
All 167,893 sitesBetter than 21%

Of the words before script, the share that are the page and not menus, footer and forms. 1 page is not measured, with no <main> or no words.

Costshown, never scored
7,065tokens
About 208 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, 41%

33 pages measured. Not measured: 1 shell with no words before script.

Against its rivals

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

No site near it by what it does has figures yet.

AI crawler access

What robots.txt says to each, as read on October 22, 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.

1 page of 34 loses something. Pick a loss to see what to do about it.Open the action plan

What an agent getshigher is betterSignalsCostnot scored
PageWordsCleanReadableMain headingTokensWhat it loses
/parth-bhuva5No wordsNoYes97Shell
/fairing-way1618%YesYes108Nothing
/gsa-federal-office1918%YesYes116Nothing
/wayland-high-school1618%YesYes93Nothing
/brio1524%YesYes77Nothing
/chestnut-green2327%YesYes138Nothing
/our-partners1727%YesYes55Nothing
/175-wyman-street2729%YesYes120Nothing
/hampton-inn2029%YesYes82Nothing
/irobot2130%YesYes98Nothing
/chroma-cambridge-apartments3134%YesYes147Nothing
/meriel-marina-bay3336%YesYes139Nothing
/currents-on-the-charles3838%YesYes144Nothing
/one-north-of-boston-phase-ii4538%YesYes147Nothing
/contact-us3740%YesYes84Nothing
/rivers-edge-ii3840%YesYes159Nothing
/careers3740%YesYes77Nothing
/hanover-high-school3741%YesYes132Nothing
/the-residence-at-wingate-iii4642%YesYes154Nothing
/restoration4144%YesYes150Nothing
/avalon-north-point-lofts4545%YesYes144Nothing
/assembly-row-block-64746%YesYes150Nothing
/patriots-place4646%YesYes169Nothing
/legacy-place4247%YesYes117Nothing
/sabrina-bryan4749%YesYes124Nothing
The worst 25 of 34 pages.Show all 34

Show where it stands

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

bostonroofing.com in Agent View: 97% readable
1200 by 630, for linksDownload

A badge for the site

Agent View: 97% readable
<a href="https://mttr.si/agent-view/bostonroofing.com"><img src="https://mttr.si/agent-view/bostonroofing.com/badge.svg" alt="Agent View: 97% readable, 41% clean" height="20"></a>
Drawn again after every read

The figures in one line

bostonroofing.com in Agent View: 97% of pages readable, better than 39% of sites; 41% clean; 7,065 tokens to read all 34 pages. mttr.si/agent-view/bostonroofing.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

1page loses something
  • Put the text of 1 page in the HTMLReadable
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 22, 2026, not a screenshot, and only from the 34 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 Viewbostonroofing.com Close Esc
GSA Federal Office - BOSTON ROOFING Projects
bostonroofing.com/gsa-federal-office/

Skip to content

TwitterFacebookLinkedInInstagramYouTubeHomeOur TeamOur Projects

GSA Federal Office

Image: GSA federal Office

Image: GSA Federal Office

Image: GSA Federal Office

GSA Federal Office

Andover, MA

Previous

Next

TwitterFacebookLinkedInInstagramYouTube

Drawn from the HTML mttr fetched, not a screenshot.
page.md19 words, about 116 tokens
# GSA Federal Office

![GSA federal Office](https://bostonroofing.com/wp-content/uploads/2018/04/gsa_fedral_office.jpg)

![GSA Federal Office](https://bostonroofing.com/wp-content/uploads/2018/04/gsa_fedral_office_3.jpg)

![GSA Federal Office](https://bostonroofing.com/wp-content/uploads/2018/04/gsa_fedral_office_2.jpg)

### GSA Federal Office

##### Andover, MA

[Previous](https://bostonroofing.com/brio/)

[Next](https://bostonroofing.com/wayland-high-school/)
Drawn from the HTML mttr fetched, not a screenshot. An assistant’s own reader may differ.Tokens are estimated at about 4 characters each.