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.
top of page
Who We AreWe AreExperienceDiversityOur LeadershipIEPWhat We DoOur Services
CONTACT US
Let's Talk
Interested in learning more about MLJ Contracting, bidding on a project or joining our team?
Let’s talk!
Headquarters
MLJ Contracting Corp
1010 Northern Blvd.
Suite 201
Great Neck, NY 11021
The rest of the page is in full screen.
## CONTACT US ##### Let's Talk Interested in learning more about MLJ Contracting, bidding on a project or joining our team? Let’s talk! ##### Headquarters MLJ Contracting Corp 1010 Northern Blvd. Suite 201 Great Neck, NY 11021 ##### Career Opportunities Click below and see how you can be a part of our family. [APPLY HERE](https://careers-mlj.icims.com/jobs/search?hashed=-435590781&mobile=false&width=1100&height=500&bga=true&needsRedirect=false&jan1offset=-300&jun1offset=-240)
Script data: A reader that runs no script never gets it. Put it in the HTML as text. No h1: Give each one h1 that says what the page is.
The figures
22 pages, set against the 169,617 sites with figures.
- Readablehigher is better
- 100%22 of 22 pages
- All 169,617 sitesBetter than 47%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- 53%middle page
- All 169,617 sitesBetter than 30%
Of the words before script, the share that are the page and not menus, footer and forms.
- Costshown, never scored
- 10,215tokens
- About 464 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
22 pages measured.
Against its rivals
The sites nearest it by what they do, with figures. Close means similar work, not better.
| Readinghigher is better | Costnot scored | ||
|---|---|---|---|
| Site | Readable | Clean | Tokens a page |
| mljcontracting.comThis site, 22 pages | 100% | 53% | 464 |
| milestoneconstructionpartners.com14 pages | 79% | 84% | 414 |
| ibuildamerica.com99 pages | 96% | 63% | 857 |
| jodymillerconstruction.com34 pages | 100% | None | 559 |
First of 4 on Readable, third on Clean.
AI crawler access
What robots.txt says to each, as read on October 24, 2026. 8 of 8 may read the site.
| Crawler | robots.txt says | Used for | The line that decides |
|---|---|---|---|
| GPTBotOpenAI | Not named | Training models | Falls to User-agent: * |
| OAI-SearchBotOpenAI | Not named | ChatGPT search | Falls to User-agent: * |
| ChatGPT-UserOpenAI | Not named | A page a person asks about | Falls to User-agent: * |
| ClaudeBotAnthropic | Not named | Training models | Falls to User-agent: * |
| Claude-SearchBotAnthropic | Not named | Claude’s search | Falls to User-agent: * |
| PerplexityBotPerplexity | Not named | Perplexity search | Falls to User-agent: * |
| Google-ExtendedGoogle | Not named | Training Gemini | Falls to User-agent: * |
| bingbotMicrosoft | Not named | Bing and Copilot | Falls 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.
22 pages of 22 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 |
| /contact-us-original | 51 | 32% | Yes | None | 122 | Script data and 1 more |
| /contact-us | 54 | 34% | Yes | None | 112 | Script data and 1 more |
| /copy-of-community-service | 53 | 36% | Yes | None | 133 | Script data and 1 more |
| /mlj-contracting-benefit-package | 75 | 45% | Yes | None | 134 | Script data and 1 more |
| /mlj-contracting-community-service | 85 | 48% | Yes | None | 143 | Script data and 1 more |
| /mlj-contracting-team-development | 94 | 50% | Yes | None | 168 | Script data and 1 more |
| /brooklyn-bridge | 112 | 51% | Yes | None | 380 | Script data and 1 more |
| /starlight-park | 111 | 52% | Yes | None | 433 | Script data and 1 more |
| /who-we-serve | 127 | 52% | Yes | None | 639 | Script data and 1 more |
| /times-square | 122 | 53% | Yes | None | 433 | Script data and 1 more |
| /philosophy | 123 | 54% | Yes | None | 512 | Script data and 1 more |
| /chambers-street | 121 | 55% | Yes | None | 384 | Script data and 1 more |
| /world-trade-center | 137 | 60% | Yes | None | 243 | Script data and 1 more |
| /careers | 151 | 61% | Yes | None | 384 | Script data and 1 more |
| /best-workplace | 151 | 62% | Yes | None | 357 | Script data and 1 more |
| /copy-of-careers | 149 | 62% | Yes | None | 269 | Script data and 1 more |
| / | 208 | 69% | Yes | None | 355 | Script data and 1 more |
| /homepage-option | 223 | 71% | Yes | None | 368 | Script data and 1 more |
| /what-we-do | 415 | 82% | Yes | None | 765 | Script data and 1 more |
| /enr2 | 457 | 83% | Yes | None | 1,007 | Script data and 1 more |
| /who-we-are | 869 | 89% | Yes | None | 2,815 | Script data and 1 more |
| /contractors-apply | 40 | 19% | Yes | Yes | 59 | Script data |
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/mljcontracting.com"><img src="https://mttr.si/agent-view/mljcontracting.com/badge.svg" alt="Agent View: 100% readable, 53% clean" height="20"></a>
The figures in one line
mljcontracting.com in Agent View: 100% of pages readable, better than 47% of sites; 53% clean; 10,215 tokens to read all 22 pages. mttr.si/agent-view/mljcontracting.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
- Move script data into the text of 22 pagesReadable
- Give 21 pages a main headingClearer
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 24, 2026, not a screenshot, and only from the 22 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.