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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Blog Post Title
HomeUncategorized
Image: City street, tall buildings, overcast day.
The rest of the page is in full screen.
What goes into a blog post? Helpful, industry-specific content that: 1) gives readers a useful takeaway, and 2) shows you’re an industry expert. Use your company’s blog posts to opine on current industry topics, humanize your company, and show how your products and services can help people. Posted on [March 20, 2019](https://copperstarheating.com/2019/03/20/) / [0](https://copperstarheating.com/hello-world/#respond) Categories [Uncategorized](https://copperstarheating.com/category/uncategorized/) ### Post Author: copperstarhc
Thin: Too few words of their own are in the HTML for a page of their kind. Render the rest on the server.
The figures
15 pages, set against the 167,894 sites with figures.
- Readablehigher is better
- 93%14 of 15 pages
- All 167,894 sitesBetter than 33%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- 50%middle page
- All 167,894 sitesBetter than 27%
Of the words before script, the share that are the page and not menus, footer and forms. 14 pages are not measured, with no <main> or no words.
- Costshown, never scored
- 6,002tokens
- About 400 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
1 page measured. Not measured: 14 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.
| Readinghigher is better | Costnot scored | ||
|---|---|---|---|
| Site | Readable | Clean | Tokens a page |
| copperstarheating.comThis site, 15 pages | 93% | 50% | 400 |
| roperhvac.com100 pages | 100% | None | 1,381 |
| commercialacrepairphoenix.com100 pages | 100% | None | 1,237 |
| drhvacservicesllc.com100 pages | 95% | None | 1,786 |
Fourth of 4 on Readable, first on Clean.
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 | 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.
1 page is thin before script runs. Too few words of their own are in the HTML for a page of their kind. Render the rest on the server.Open the action plan
| What an agent getshigher is better | Signals | Costnot scored | ||||
|---|---|---|---|---|---|---|
| Page | Words | Clean | Readable | Main heading | Tokens | What it loses |
| /hello-world | 58 | 50% | No | Yes | 134 | Thin |
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/copperstarheating.com"><img src="https://mttr.si/agent-view/copperstarheating.com/badge.svg" alt="Agent View: 93% readable, 50% clean" height="20"></a>
The figures in one line
copperstarheating.com in Agent View: 93% of pages readable, better than 33% of sites; 50% clean; 6,002 tokens to read all 15 pages. mttr.si/agent-view/copperstarheating.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 14 pages in <main>Clean measured
- Give 2 pages 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 23, 2026, not a screenshot, and only from the 15 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.