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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Art, History, & Culture of New MexicoRead#65 The Pueblo Revolt of 1680: America’s…ListenNew Mexican historyNew Mexican culturesVisual artLandscape and environment
Tin Man
Image: A man in suspenders stands beside a motorcycle in a workshop, surrounded by tools and equipment, with a neutral expression. [gen-ai]
Kevin Black, Manuelito “Manny” Wheeler, Window Rock, Arizona, 2020. Tintype. Courtesy the artist.
By
By Charlotte Jusinski
Issue
Summer 2022
The rest of the page is in full screen.
# Tin Man  Kevin Black, Manuelito “Manny” Wheeler, Window Rock, Arizona, 2020. Tintype. Courtesy the artist. **By** By [Charlotte Jusinski](https://elpalacio.org/contributor/j/charlotte-jusinski/) **Issue** [Summer 2022](https://elpalacio.org/issues/2022/summer-2022/) - I first started researching my article about the Bosque Redondo Memorial (see page 24) in September 2019. I worked steadily for a few months, and was about halfway done when, on March 9, 2020, I learned I had to put it on ice for at least one issue’s worth of time. Of course, that initial “two-week” shutdown stretched for nearly two years. When I was told in January 2022 that I needed to revive my Bosque story and ready it for publication, I was both thrilled and apprehensive. I knew my original vision would have to shift, for better or for worse. One of the features of the original project were tintype images made by Kevin Black, a photographer based in Rio Rancho. Kevin traveled to Ft. Sumner and to the Navajo Nation to take these beautiful portraits. One of which, made only weeks before that first shutdown, was this image of Navajo Nation Museum Director Manuelito Wheeler. The direction of the story changed once I reworked it in 2022, and Kevin’s striking images no longer fit with the piece—but I couldn’t simply allow them to languish. To that end, please view four other portraits in this series, and visit Kevin’s [website](http://blackinc.net/) for more information about his work. [wonderplugin_slider id=189 alignment=”center”] Charlotte Jusinski served as editor of El Palacio from 2019 to 2023. She co-founded and hosted the Encounter Culture podcast during that time.
An agent gets this page whole: its own text is in the HTML the server sends.
The figures
100 pages, set against the 169,159 sites with figures.
- Readablehigher is better
- 100%100 of 100 pages
- All 169,159 sitesBetter than 47%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- 93%middle page
- All 169,159 sitesBetter than 90%
Of the words before script, the share that are the page and not menus, footer and forms.
- Costshown, never scored
- 432,083tokens
- About 4,321 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
100 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 |
| elpalacio.orgThis site, 100 pages | 100% | 93% | 4,321 |
| opendoorsartinaction.com20 pages | 95% | 51% | 743 |
| landscapesatsu.com45 pages | 100% | None | 1,055 |
| chasedaniel.com96 pages | 85% | 87% | 1,011 |
First of 4 on Readable, first on Clean.
AI crawler access
What robots.txt says to each, as read on October 24, 2026. 5 of 8 may read the site.
| Crawler | robots.txt says | Used for | The line that decides |
|---|---|---|---|
| GPTBotOpenAI | Blocked | Training models | User-agent: GPTBot / Disallow: / |
| OAI-SearchBotOpenAI | Allowed | ChatGPT search | User-agent: OAI-SearchBot / Allow: / |
| ChatGPT-UserOpenAI | Allowed | A page a person asks about | User-agent: ChatGPT-User / Allow: / |
| ClaudeBotAnthropic | Blocked | Training models | User-agent: ClaudeBot / Disallow: / |
| Claude-SearchBotAnthropic | Not named | Claude’s search | Falls to User-agent: * |
| PerplexityBotPerplexity | Allowed | Perplexity search | User-agent: PerplexityBot / Allow: / |
| Google-ExtendedGoogle | Blocked | Training Gemini | User-agent: Google-Extended / Disallow: / |
| bingbotMicrosoft | Allowed | Bing and Copilot | User-agent: bingbot / Allow: / |
3 of 8 are kept out. A crawler kept out never reads a page, however well it is made.
Every page
Worst first. Each opens in Agent View at the top.
No page loses anything an agent needs.Open the action plan
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/elpalacio.org"><img src="https://mttr.si/agent-view/elpalacio.org/badge.svg" alt="Agent View: 100% readable, 93% clean" height="20"></a>
The figures in one line
elpalacio.org in Agent View: 100% of pages readable, better than 47% of sites; 93% clean; 432,083 tokens to read all 100 pages. mttr.si/agent-view/elpalacio.org
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
No page loses anything an agent needs. The action plan has the site’s other fixes.
Open the action planConnect 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 100 pages read, where the read stopped at its page limit. 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.