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.
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Info
Bonding / Banking:
MLG Construction is proud to have an outstanding relationship with our bonding agent McGriff. They have partnered us with Frankenmuth Insurance to handle all our bonding needs. Frankenmuth is an A.M. Best rated company. With an excellent bonding relationship and a great rate, MLG Construction continues to be very competitive on projects requiring this service.
MLG Construction is proud to be partnered with TowneBank for our financial services. Forbes names TowneBank among top 50 banks in America.
Individual references, for both of these relationships, are available in our (AIA) American Institute of Architects Contractor Qualification Statement.
Image: McGriff Insurance Broker
Image: Frankenmuth Insurance
Image: TowneBank
Environmental, Health & Safety:
MLG Construction employees a full-time accredited Safety Director with over two decades of construction safety experience.
Providing a safe workplace is much more than an OSHA requirement, it’s the right thing to do. Therefore, we will not compromise the well-being of anyone…Period.
We understand that injuries, illnesses and fatalities affect much more than the individual….they affect families, friends, co-workers, production and quality. MLG Construction will strive to make our projects the safest workplaces possible so that harm may not befall anyone.
MLG Construction also believes we should be good stewards of the environment. Therefore, we will endeavor to prevent harm to the environment through responsible site management and recycling efforts.
Thru effective planning, training and the fostering of a positive safety culture we will prevent harm to both people and the environment.
The rest of the page is in full screen.
## Info ## Bonding / Banking: MLG Construction is proud to have an outstanding relationship with our bonding agent McGriff. They have partnered us with Frankenmuth Insurance to handle all our bonding needs. Frankenmuth is an A.M. Best rated company. With an excellent bonding relationship and a great rate, MLG Construction continues to be very competitive on projects requiring this service. MLG Construction is proud to be partnered with TowneBank for our financial services. Forbes names TowneBank among top 50 banks in America. Individual references, for both of these relationships, are available in our (AIA) American Institute of Architects Contractor Qualification Statement. [](https://www.mcgriff.com/) [](https://www.fmins.com/) [](https://www.townebank.com/) ## Environmental, Health & Safety: MLG Construction employees a full-time accredited Safety Director with over two decades of construction safety experience. Providing a safe workplace is much more than an OSHA requirement, it’s the right thing to do. Therefore, we will not compromise the well-being of anyone…Period. We understand that injuries, illnesses and fatalities affect much more than the individual….they affect families, friends, co-workers, production and quality. MLG Construction will strive to make our projects the safest workplaces possible so that harm may not befall anyone. MLG Construction also believes we should be good stewards of the environment. Therefore, we will endeavor to prevent harm to the environment through responsible site management and recycling efforts. Thru effective planning, training and the fostering of a positive safety culture we will prevent harm to both people and the environment. ## Project Management: MLG Construction’s Managers are equipped with the latest in construction technology. Thus, allowing them to effectively manage your project’s costs, scheduling, and communications. Additionally, this technology enables our Managers to provide our clients with expedient resolution management. ## Scheduling: MLG Construction utilizes a variety of the industry’s leading scheduling software systems in order to meet all of our client’s scheduling needs. Our Construction Managers are highly respected scheduling experts who are proficient at your project’s scheduling needs. In addition, we carefully build relationships with select subcontractors who understand are capable of performing fast-track projects. ## Cost Control: MLG Construction’s Managers are equipped with the latest in construction technology. Thus, allowing them to effectively manage your project’s costs, scheduling, and communications. Additionally, this technology enables our Managers to provide our clients with expedient resolution management. ## Service: Service is about more than what we can do for our clients...it’s about a vision of serving one another and encouraging everyone we touch to do the same. We believe that living in service to others is part of our purpose; this includes our employees, clients, and community. **Take every opportunity to give and serve.** **Photography courtesy of Dana A. Mason**
No <main>: Wrap the page’s own content in <main>, so a reader knows where it starts and stops, and Clean can be measured. No h1: Give each one h1 that says what the page is.
The figures
8 pages, set against the 169,201 sites with figures.
- Readablehigher is better
- 88%7 of 8 pages
- All 169,201 sitesBetter than 28%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- Nonemiddle page
- All 169,201 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. 8 pages are not measured, with no <main> or no words.
- Costshown, never scored
- 4,179tokens
- About 522 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: 7 with no <main> or no words and 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.
| Readinghigher is better | Costnot scored | ||
|---|---|---|---|
| Site | Readable | Clean | Tokens a page |
| mlgconstructionllc.comThis site, 8 pages | 88% | None | 522 |
| ibuildamerica.com99 pages | 96% | 63% | 857 |
| mljcontracting.com22 pages | 100% | 53% | 464 |
| magnumcontracting.net100 pages | 100% | 69% | 555 |
Fourth of 4 on Readable.
AI crawler access
What robots.txt says to each, as read on October 25, 2026. 8 of 8 may read the site.
| Crawler | robots.txt says | Used for | The line that decides |
|---|---|---|---|
| GPTBotOpenAI | Not named | Training models | No robots.txt |
| OAI-SearchBotOpenAI | Not named | ChatGPT search | No robots.txt |
| ChatGPT-UserOpenAI | Not named | A page a person asks about | No robots.txt |
| ClaudeBotAnthropic | Not named | Training models | No robots.txt |
| Claude-SearchBotAnthropic | Not named | Claude’s search | No robots.txt |
| PerplexityBotPerplexity | Not named | Perplexity search | No robots.txt |
| Google-ExtendedGoogle | Not named | Training Gemini | No robots.txt |
| bingbotMicrosoft | Not named | Bing and Copilot | No robots.txt |
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.
8 pages of 8 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 |
| /videos.html | 11 | No words | No | None | 30 | Shell |
| / | 210 | No <main> | Yes | None | 417 | No <main> and 1 more |
| /about.html | 835 | No <main> | Yes | None | 1,562 | No <main> and 1 more |
| /contact.html | 31 | No <main> | Yes | None | 66 | No <main> and 1 more |
| /index.html | 210 | No <main> | Yes | None | 422 | No <main> and 1 more |
| /info.html | 436 | No <main> | Yes | None | 851 | No <main> and 1 more |
| /retirees.html | 78 | No <main> | Yes | None | 144 | No <main> and 1 more |
| /services.html | 164 | No <main> | Yes | None | 687 | No <main> 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/mlgconstructionllc.com"><img src="https://mttr.si/agent-view/mlgconstructionllc.com/badge.svg" alt="Agent View: 88% readable" height="20"></a>
The figures in one line
mlgconstructionllc.com in Agent View: 88% of pages readable, better than 28% of sites; Clean not measured; 4,179 tokens to read all 8 pages. mttr.si/agent-view/mlgconstructionllc.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
- Wrap 7 pages in <main>Clean measured
- Give 7 pages a main headingClearer
- Put the text of 1 page in the HTMLReadable
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 25, 2026, not a screenshot, and only from the 8 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.