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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HomeAboutResidentialCommercialTechnologiesFurnacesAir ConditionersAir Handlers
LINS Heating and Plumbing
Image: logo
The rest of the page is in full screen.
Nothing. The HTML the server sends has no text of its own for a reader to turn into Markdown.
Thin: Too few words of their own are in the HTML for a page of their kind. Render the rest on the server. No text: Put the page’s own words in the HTML the server sends, inside <main>.
The figures
97 pages, set against the 168,276 sites with figures.
- Readablehigher is better
- 65%63 of 97 pages
- All 168,276 sitesBetter than 19%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- 15%middle page
- All 168,276 sitesBetter than 8%
Of the words before script, the share that are the page and not menus, footer and forms.
- Costshown, never scored
- 48,449tokens
- About 499 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
96 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.
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 |
| /blog/images | 0 | 0% | No | Yes | 0 | Thin 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/linsheatingandair.com"><img src="https://mttr.si/agent-view/linsheatingandair.com/badge.svg" alt="Agent View: 65% readable, 15% clean" height="20"></a>
The figures in one line
linsheatingandair.com in Agent View: 65% of pages readable, better than 19% of sites; 15% clean; 48,449 tokens to read all 97 pages. mttr.si/agent-view/linsheatingandair.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 34 pages text of their ownReadable
- 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 97 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.