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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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Image: JEM Plumbing - Serving Uniontown, Green, Hartville, North Canton, Akron, Canton, and Portage Lakes
CALL NOW: 330-575-7284
HOMEThe JEM Plumbing TeamContact JEMWork with JEMSERVICESWater HeatersBoiler InstallationClogged Drains
Customer Testimonials
We Have a Plumber!!!
Dear JEM Plumbing:
We’ve recently moved back to Ohio after living in Illinois for 25 years. We had a BAD experience with a bathroom remodel when we lived in Illinois, so I have a lot of anxiety about any type of home improvement/repairs. We also have some family horror stories about running toilets ruining parts of family members’ homes. Our actual plumber in Illinois for regular repairs was our neighbor who lived down the street, so I was completely comfortable with them. Moving back here, we had to create a whole new repertoire of service people. I’ve been relying on my sister’s suggestions since we moved back, and it’s been good so far. She recommended JEM for our running toilet.
Carson and Tristan were RIGHT ON TIME at the actual start of the window they gave me, so we did not have to wait three hours as it is my husband’s birthday and we had some plans. They were POLITE, PROFESSIONAL, and KNOWLEDGEABLE about the problem. We had all new toilets installed when we moved in three years ago, so I was a little annoyed that we are already repairing it, but Carson assured me it’s actually a pretty good toilet and just had a faulty part. It seemed like Tristan was maybe an apprentice (?) If so, I have a lot of respect for the way Carson was instructing and guiding him through the process. Although I prefer to remain ignorant, Carson asked me to come in so that he could show me what was happening and why. I actually learned a little by just listening to him talk to Tristan. Maybe next time I can just watch one of those many DIY YouTube videos about how to fix my toilet! Or not. Because NOW WE HAVE A PLUMBER!!!!! He was also upfront about the pricing and what the cost would be prior to doing the repair. He even checked on another toilet that would randomly run for no reason.
The rest of the page is in full screen.
## We Have a Plumber!!! Dear JEM Plumbing: We’ve recently moved back to Ohio after living in Illinois for 25 years. We had a BAD experience with a bathroom remodel when we lived in Illinois, so I have a lot of anxiety about any type of home improvement/repairs. We also have some family horror stories about running toilets ruining parts of family members’ homes. Our actual plumber in Illinois for regular repairs was our neighbor who lived down the street, so I was completely comfortable with them. Moving back here, we had to create a whole new repertoire of service people. I’ve been relying on my sister’s suggestions since we moved back, and it’s been good so far. She recommended JEM for our running toilet. Carson and Tristan were RIGHT ON TIME at the actual start of the window they gave me, so we did not have to wait three hours as it is my husband’s birthday and we had some plans. They were POLITE, PROFESSIONAL, and KNOWLEDGEABLE about the problem. We had all new toilets installed when we moved in three years ago, so I was a little annoyed that we are already repairing it, but Carson assured me it’s actually a pretty good toilet and just had a faulty part. It seemed like Tristan was maybe an apprentice (?) If so, I have a lot of respect for the way Carson was instructing and guiding him through the process. Although I prefer to remain ignorant, Carson asked me to come in so that he could show me what was happening and why. I actually learned a little by just listening to him talk to Tristan. Maybe next time I can just watch one of those many DIY YouTube videos about how to fix my toilet! Or not. Because NOW WE HAVE A PLUMBER!!!!! He was also upfront about the pricing and what the cost would be prior to doing the repair. He even checked on another toilet that would randomly run for no reason. In all seriousness, while they did briefly entertain some of my old lady stories of running toilets gone awry, I was most impressed with how professional and knowledgeable they are. I should also mention how kind and flexible the company is in general. Natalie was so patient and kind as I had to move the appointment around a couple of times due to unforeseen circumstances. Thank you from a new customer! Denise  Carson Earliwine: Service Technician  Tristan Yoder, Plumbing Apprentice
An agent gets this page whole: its own text is in the HTML the server sends.
The figures
43 pages, set against the 167,893 sites with figures.
- Readablehigher is better
- 98%42 of 43 pages
- All 167,893 sitesBetter than 40%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- 79%middle page
- All 167,893 sitesBetter than 63%
Of the words before script, the share that are the page and not menus, footer and forms.
- Costshown, never scored
- 47,245tokens
- About 1,099 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
43 pages measured.
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 25, 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.
2 pages of 43 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 |
| /services/commercial-plumbing | 50 | 4% | No | Yes | 230 | Thin |
| / | 279 | 69% | Yes | None | 1,028 | No h1 |
| /author/matt | 2 | 2% | Yes | Yes | 4 | Nothing |
| /category/plumbing-services | 11 | 5% | Yes | Yes | 81 | Nothing |
| /category/general-plumbing | 14 | 7% | Yes | Yes | 142 | Nothing |
| /category/commercial-plumbing-projects | 25 | 11% | Yes | Yes | 168 | Nothing |
| /customer-reviews | 32 | 23% | Yes | Yes | 82 | Nothing |
| /blog | 81 | 37% | Yes | Yes | 439 | Nothing |
| /locations-served | 99 | 45% | Yes | Yes | 261 | Nothing |
| /contact-us | 138 | 47% | Yes | Yes | 288 | Nothing |
| /commercial-plumbing-projects/from-dirt-to-doors-open | 298 | 67% | Yes | Yes | 1,160 | Nothing |
| /page/2 | 278 | 67% | Yes | Yes | 975 | Nothing |
| /services/water-lines | 246 | 70% | Yes | Yes | 541 | Nothing |
| /services/home-winterization | 245 | 71% | Yes | Yes | 480 | Nothing |
| /services/boiler-hydronic | 297 | 74% | Yes | Yes | 595 | Nothing |
| /services/clogged-drains | 311 | 75% | Yes | Yes | 597 | Nothing |
| /services/sewer-lines | 324 | 76% | Yes | Yes | 649 | Nothing |
| /services/gas-line-repair | 335 | 76% | Yes | Yes | 629 | Nothing |
| /general-plumbing/excavation-and-vactor-services | 356 | 77% | Yes | Yes | 963 | Nothing |
| /services/downspouts-drainage | 352 | 77% | Yes | Yes | 704 | Nothing |
| /services/grease-traps | 378 | 78% | Yes | Yes | 777 | Nothing |
| /recommended-products | 407 | 79% | Yes | Yes | 1,212 | Nothing |
| /work-jem | 385 | 80% | Yes | Yes | 591 | Nothing |
| /customer-testimonials | 422 | 81% | Yes | Yes | 634 | Nothing |
| /services/appliance-installation | 413 | 81% | Yes | Yes | 635 | Nothing |
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/jemplumbingnow.com"><img src="https://mttr.si/agent-view/jemplumbingnow.com/badge.svg" alt="Agent View: 98% readable, 79% clean" height="20"></a>
The figures in one line
jemplumbingnow.com in Agent View: 98% of pages readable, better than 40% of sites; 79% clean; 47,245 tokens to read all 43 pages. mttr.si/agent-view/jemplumbingnow.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 1 page a main headingClearer
- Render the rest of 1 page 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 25, 2026, not a screenshot, and only from the 43 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.