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.
(617) 857-2636HomeAbout UsGallery / Our WorkFinancingRefer a FriendBlogPress & Media
Nothing. The HTML the server sends has no text of its own for a reader to turn into Markdown.
No text: Put the page’s own words in the HTML the server sends, inside <main>. No h1: Give each one h1 that says what the page is.
The figures
100 pages, set against the 168,110 sites with figures.
- Readablehigher is better
- 0%0 of 100 pages
- All 168,110 sitesBetter than 0%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- Nonemiddle page
- All 168,110 sitesNo place yetWith no figure, it has no place.
Of the words before script, the share that are the page and not menus, footer and forms. 100 pages are not measured, with no <main> or no words.
- Costshown, never scored
- 0tokens
- About 0 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
0 pages measured. Not measured: 100 with no <main> or no words.
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 23, 2026. 8 of 8 may read the site.
| Crawler | robots.txt says | Used for | The line that decides |
|---|---|---|---|
| GPTBotOpenAI | Allowed | Training models | User-agent: GPTBot / Allow: / |
| OAI-SearchBotOpenAI | Not named | ChatGPT search | Falls to User-agent: * |
| ChatGPT-UserOpenAI | Allowed | A page a person asks about | User-agent: ChatGPT-User / Allow: / |
| ClaudeBotAnthropic | Not named | Training models | Falls to User-agent: * |
| Claude-SearchBotAnthropic | Not named | Claude’s search | Falls to User-agent: * |
| PerplexityBotPerplexity | Allowed | Perplexity search | User-agent: PerplexityBot / Allow: / |
| Google-ExtendedGoogle | Allowed | Training Gemini | User-agent: Google-Extended / Allow: / |
| bingbotMicrosoft | Allowed | Bing and Copilot | User-agent: bingbot / Allow: / |
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.
100 pages of 100 lose something. Pick a loss to see what to do about it.Open the action plan
| What an agent getshigher is better | Signals | Costnot scored | ||||
|---|---|---|---|---|---|---|
| Page | Words | Clean | Readable | Main heading | Tokens | What it loses |
| / | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/bathroom-remodeling | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/concrete-cutting | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/custom-carpentry | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/decks-porches-pergolas | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/egress-windows | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/home-additions | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/kitchen-remodeling | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/masonry-chimney-repair | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/siding | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/snow-removal | 0 | No words | No | None | 0 | Thin and 2 more |
| /services/structural-repair | 0 | No words | No | None | 0 | Thin and 2 more |
| /about | 0 | No words | No | None | 0 | No text and 1 more |
| /blog | 0 | No words | No | None | 0 | No text and 1 more |
| /budget-estimator | 0 | No words | No | None | 0 | No text and 1 more |
| /contact | 0 | No words | No | None | 0 | No text and 1 more |
| /financing | 0 | No words | No | None | 0 | No text and 1 more |
| /gallery | 0 | No words | No | None | 0 | No text and 1 more |
| /press | 0 | No words | No | None | 0 | No text and 1 more |
| /refer | 0 | No words | No | None | 0 | No text and 1 more |
| /service-areas | 0 | No words | No | None | 0 | No text and 1 more |
| /service-areas/allston | 0 | No words | No | None | 0 | No text and 1 more |
| /service-areas/arlington | 0 | No words | No | None | 0 | No text and 1 more |
| /service-areas/ashland | 0 | No words | No | None | 0 | No text and 1 more |
| /service-areas/back-bay | 0 | No words | No | None | 0 | No text and 1 more |
Show where it stands
A card, a badge and a line, each with the figures.
A badge for the site
<a href="https://mttr.si/agent-view/coenconstruction.com"><img src="https://mttr.si/agent-view/coenconstruction.com/badge.svg" alt="Agent View: 0% readable" height="20"></a>
The figures in one line
coenconstruction.com in Agent View: 0% of pages readable, better than 0% of sites; Clean not measured; 0 tokens to read all 100 pages. mttr.si/agent-view/coenconstruction.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
- Give 100 pages text of their ownReadable
- Give 100 pages a main headingClearer
- Render the rest of 12 pages on the serverReadable
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/mcpSet 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 siteDrawn from the HTML mttr fetched on its read of October 23, 2026, not a screenshot, and only from the 100 pages read, where the read stopped at its page limit. 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.