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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Boston Children's Primary Care AllianceSearchMyChart LoginFacebook
Meet Our TeamNew PatientsYour VisitServicesBehavioral HealthMedical Home ServicesPediatric Care for TeensImmunizations
- Search
- MyChart Login
- Meet Our Team
- New Patients
- Your Visit
- Services
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.
No text: Put the page’s own words in the HTML the server sends, inside <main>.
The figures
30 pages, set against the 169,129 sites with figures and 83 in health.
- Readablehigher is better
- 90%27 of 30 pages
- All 169,129 sitesBetter than 29%83 health sitesBetter than 11%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- 49%middle page
- All 169,129 sitesBetter than 26%83 health sitesBetter than 27%
Of the words before script, the share that are the page and not menus, footer and forms.
- Costshown, never scored
- 19,216tokens
- About 641 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
30 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.
3 pages of 30 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 |
| /immunizations/birth-through-18-years | 0 | 0% | No | Yes | 0 | No text |
| /news/covid-19-isolation-guidelines | 24 | 13% | No | Yes | 91 | Thin |
| /services/behavioral-health | 82 | 31% | No | Yes | 177 | Thin |
| /news | 20 | 17% | Yes | Yes | 77 | Nothing |
| /news/tag/covid-19 | 20 | 18% | Yes | Yes | 77 | Nothing |
| /provider/9817 | 80 | 35% | Yes | Yes | 238 | Nothing |
| /services | 107 | 35% | Yes | Yes | 255 | Nothing |
| /provider/9891 | 83 | 35% | Yes | Yes | 238 | Nothing |
| /provider/9517 | 84 | 36% | Yes | Yes | 245 | Nothing |
| /provider/9378 | 93 | 38% | Yes | Yes | 277 | Nothing |
| /forms-and-policies | 107 | 40% | Yes | Yes | 405 | Nothing |
| /provider/13213 | 123 | 45% | Yes | Yes | 327 | Nothing |
| /meet-our-team | 133 | 46% | Yes | Yes | 476 | Nothing |
| /immunizations | 142 | 47% | Yes | Yes | 358 | Nothing |
| /provider/13451 | 146 | 49% | Yes | Yes | 324 | Nothing |
| /provider/12270 | 150 | 50% | Yes | Yes | 349 | Nothing |
| /patient-education/school-physical-faq | 185 | 52% | Yes | Yes | 316 | Nothing |
| /contact-us | 172 | 52% | Yes | Yes | 283 | Nothing |
| /services/medical-home-services | 208 | 56% | Yes | Yes | 347 | Nothing |
| /your-visit | 247 | 58% | Yes | Yes | 562 | Nothing |
| /patient-education/immunizations-faq | 300 | 64% | Yes | Yes | 485 | Nothing |
| /immunizations/flu-clinics | 356 | 67% | Yes | Yes | 595 | Nothing |
| /patient-education/pediatrician-faq | 421 | 72% | Yes | Yes | 724 | Nothing |
| / | 568 | 76% | Yes | Yes | 1,238 | Nothing |
| /patient-education/newborn-care-faq | 597 | 78% | Yes | Yes | 913 | 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/brooklinepediatrics.com"><img src="https://mttr.si/agent-view/brooklinepediatrics.com/badge.svg" alt="Agent View: 90% readable, 49% clean" height="20"></a>
The figures in one line
brooklinepediatrics.com in Agent View: 90% of pages readable, better than 11% of health sites; 49% clean; 19,216 tokens to read all 30 pages. mttr.si/agent-view/brooklinepediatrics.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
- Render the rest of 2 pages on the serverReadable
- Give 1 page text of their ownReadable
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 30 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.