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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Elodie Reed / Vermont Public [Local News](https://www.vermontpublic.org/local-news) ['Vermont is not a climate refuge': UVM researchers release new climate assessment](https://www.vermontpublic.org/local-news/2026-10-23/vermont-not-climate-refuge-uvm-researchers-release-new-climate-assessment) [Abagael Giles](https://www.vermontpublic.org/people/abagael-giles) The latest climate assessment from the University of Vermont finds the state's summers are warming far faster than previously thought and that climate whiplash is leaving the state ill prepared for a new normal. Loading... - Brave Little State [From lost loot to the monster on Mansfield: A very Vermont Halloween](https://www.vermontpublic.org/podcast/brave-little-state/2026-10-22/from-lost-loot-to-the-monster-on-mansfield-a-very-vermont-halloween-special) - [Local News](https://www.vermontpublic.org/local-news) [Scott, lawmakers approve $15.3M to help cover heating oil costs for low-income Vermonters](https://www.vermontpublic.org/local-news/2026-10-23/scott-lawmakers-approve-15-3m-help-cover-heating-oil-costs-low-income-vermonters) - [Vermont This Week](https://www.vermontpublic.org/vermont-this-week#) [In review: Scott, Janoo contrasts on display in first debate](https://www.vermontpublic.org/show/vermont-this-week/2026-10-23/in-review-scott-janoo-contrasts-on-display-in-first-debate) - [Local News](https://www.vermontpublic.org/local-news) [Watch: Key takeaways from Vermont Public's Scott-Janoo gubernatorial debate](https://www.vermontpublic.org/local-news/2026-10-23/watch-key-takeaways-from-vermont-publics-scott-janoo-governors-debate) - [Local News](https://www.vermontpublic.org/local-news) [Alfred Hitchcock's 'The Trouble with Harry' returns to Vermont](https://www.vermontpublic.org/local-news/2026-10-23/alfred-hitchcock-trouble-with-harry-returns-vermont) - [Local News](https://www.vermontpublic.org/local-news) [A Vermont multi-media creator tries his hand at original music](https://www.vermontpublic.org/local-news/2026-10-23/a-vermont-multi-media-creator-tries-his-hand-at-original-music) - [Local News](https://www.vermontpublic.org/local-news) [Vermont's unemployment rate remains low, but its aging population is leaving the workforce](https://www.vermontpublic.org/local-news/2026-10-23/vermont-unemployment-rate-low-aging-population-leaving-workforce) - [Local News](https://www.vermontpublic.org/local-news) [Why New England doesn't have large AI data centers, and what the region is doing to prepare for them](https://www.vermontpublic.org/local-news/2026-10-22/why-new-england-doesnt-have-large-ai-data-centers-and-what-the-region-is-doing-to-prepare-for-them) - [Local News](https://www.vermontpublic.org/local-news) [A Vermont woman scrubs grime from gravestones and researches who is buried there](https://www.vermontpublic.org/local-news/2026-10-22/vermont-woman-scrubs-grime-from-gravestones-and-researches-who-buried) [BROWSE ALL NEWS](https://www.vermontpublic.org/all-news) Latest Newscast - [Local Morning Newscast for Sat, Oct 24](https://www.vermontpublic.org/podcast/local-newscasts/2026-10-24/local-morning-newscast-for-sat-oct-24) The Frequency: Daily Vermont News - [A cordial debate](https://www.vermontpublic.org/podcast/the-frequency-daily-vermont-news/2026-10-23/a-cordial-debate) **Vermont voters head to the polls on** **Tuesday, Nov. 3** for competitive statewide, legislative and county-wide races, plus two proposed constitutional amendments. Find our latest election resources: - Learn [how to vote](https://www.vermontpublic.org/local-news/2026-10-07/how-to-vote-2026-general-election-vermont), and use our [2026 Candidate Guide](https://www.vermontpublic.org/local-news/2026-10-05/vermont-general-election-2026-candidate-guide) to look up who's on the ballot in your district. - Our general election debate series includes an Oct. 21 gubernatorial debate with Phil Scott and Amanda Janoo. [See the full schedule](https://www.vermontpublic.org/about-us/2026-09-14/vermont-public-2026-general-election-debates). - [The Vermont Public 2026 Poll](https://www.vermontpublic.org/local-news/2026-09-28/vermont-general-election-poll-results-2026) tracks how Vermonters feel about the candidates and key issues. - See all of our coverage at [vermontpublic.org/election](https://www.vermontpublic.org/election-2026). [Local News](https://www.vermontpublic.org/local-news) [Vermont Public's 10 favorite fall foliage drives](https://www.vermontpublic.org/local-news/2025-09-19/vermont-fall-foliage-drives-map) The trees are showing off, and you don’t even need snow tires yet. Updated for 2026 with our full list of recommendations, here are our favorite routes and some suggested stops along the way. [Read More](https://www.vermontpublic.org/local-news/2025-09-19/vermont-fall-foliage-drives-map) Loading... **[Watch more videos from Vermont Public.](https://www.vermontpublic.org/tags/video)** ## Latest Episodes [ALL LOCAL SHOWS](https://www.vermontpublic.org/all-shows) - [A cordial debate](https://www.vermontpublic.org/podcast/the-frequency-daily-vermont-news/2026-10-23/a-cordial-debate) - [Free haircuts in an art gallery? This installation is more than a snip off the top](https://www.vermontpublic.org/show/vermont-edition/2026-10-21/free-haircuts-in-an-art-gallery-this-installation-is-more-than-a-snip-off-the-top) - [From lost loot to the monster on Mansfield: A very Vermont Halloween](https://www.vermontpublic.org/podcast/brave-little-state/2026-10-22/from-lost-loot-to-the-monster-on-mansfield-a-very-vermont-halloween-special) - [In review: Scott, Janoo contrasts on display in first debate](https://www.vermontpublic.org/show/vermont-this-week/2026-10-23/in-review-scott-janoo-contrasts-on-display-in-first-debate) - [Ranking every NBA team logo ahead of the 2026-27 season](https://www.vermontpublic.org/show/sports-rapport/2026-10-20/ranking-every-nba-team-logo-ahead-2026-27-season) - [Try these 3 different kale varieties for hardy, cool-weather greens](https://www.vermontpublic.org/show/all-things-gardening/2026-10-18/try-3-different-kale-varieties-hardy-greens) ## Let's Connect [Shape our coverage](https://www.vermontpublic.org/tips) [get in touch](https://www.vermontpublic.org/tips) [Sign up for newsletters](https://www.vermontpublic.org/newsletters) [sign up](https://www.vermontpublic.org/newsletters)
No h1: Give each one h1 that says what the page is.
The figures
100 pages, set against the 169,444 sites with figures. Change is since the read on October 24, 2026.
- Readablehigher is better
- 100%100 of 100 pages
- Same as the read before
- All 169,444 sitesBetter than 47%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- 26%middle page
- Same as the read before
- All 169,444 sitesBetter than 13%
Of the words before script, the share that are the page and not menus, footer and forms.
- Costshown, never scored
- 96,431tokens
- About 964 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.
Readable and Clean over 2 reads
Readable from 100% to 100% and Clean from 26% to 26%, between October 24, 2026 and October 25, 2026.
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.
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.
1 page of 100 loses 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 |
| / | 425 | 30% | Yes | None | 1,597 | No h1 |
| /people/liz-fullerton | 7 | 1% | Yes | Yes | 29 | Nothing |
| /people/brian-marshall | 8 | 1% | Yes | Yes | 32 | Nothing |
| /people/laurie-kigonya | 9 | 1% | Yes | Yes | 33 | Nothing |
| /people/cody-fiala | 13 | 1% | Yes | Yes | 33 | Nothing |
| /people/mike-seguin | 14 | 1% | Yes | Yes | 39 | Nothing |
| /people/susan-bushey | 15 | 1% | Yes | Yes | 39 | Nothing |
| /people/will-pearson | 16 | 1% | Yes | Yes | 42 | Nothing |
| /people/andrew-nemethy | 18 | 2% | Yes | Yes | 47 | Nothing |
| /people/saleem-ali | 22 | 2% | Yes | Yes | 61 | Nothing |
| /people/pathik-root | 24 | 2% | Yes | Yes | 54 | Nothing |
| /people/deborah-doyle-schechtman | 25 | 2% | Yes | Yes | 71 | Nothing |
| /people/brian-donahue | 22 | 2% | Yes | Yes | 55 | Nothing |
| /people/victoria-st-john | 26 | 2% | Yes | Yes | 56 | Nothing |
| /people/gail-england | 27 | 2% | Yes | Yes | 55 | Nothing |
| /people/vern-grubinger | 30 | 3% | Yes | Yes | 71 | Nothing |
| /people/retta-huttlinger | 59 | 5% | Yes | Yes | 107 | Nothing |
| /people/rich-parker | 59 | 5% | Yes | Yes | 106 | Nothing |
| /people/lesli-blount | 59 | 5% | Yes | Yes | 167 | Nothing |
| /people/gina-jordan | 75 | 6% | Yes | Yes | 163 | Nothing |
| /people/art-woolf | 94 | 8% | Yes | Yes | 315 | Nothing |
| /people/marybeth-redmond | 103 | 9% | Yes | Yes | 449 | Nothing |
| /people/emily-bernard | 112 | 9% | Yes | Yes | 275 | Nothing |
| /people/jean-murphy | 133 | 11% | Yes | Yes | 271 | Nothing |
| /people/jay-parini | 221 | 17% | Yes | Yes | 702 | 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/digital.vpr.net"><img src="https://mttr.si/agent-view/digital.vpr.net/badge.svg" alt="Agent View: 100% readable, 26% clean" height="20"></a>
The figures in one line
digital.vpr.net in Agent View: 100% of pages readable, better than 47% of sites; 26% clean; 96,431 tokens to read all 100 pages. mttr.si/agent-view/digital.vpr.net
What to do next
Fix the pages, let an agent do it, and read the site again to see the figures move.
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 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.