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.

oakmillbakery.com64 pages read on October 24, 2026
Full screen
Easter | Oak Mill Bakery | European-style Bakery in Chicago, IL
oakmillbakery.com/gallery/easter/

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Easter

  • Order Online
  • Request a Quote

FacebookTwitterInstagramEmailFeedbackPressWholesalePolicies

  • Image: a cake sitting on top of a table Slide 1 of 8
  • Image: a cake sitting on top of a wooden table Slide 2 of 8
  • Image: food in a plate Slide 3 of 8
  • Image: a twisted bread with easter eggs on platter Slide 4 of 8
  • The rest of the page is in full screen.

    Drawn from the HTML mttr fetched, not a screenshot.
    page.md9 words, about 15 tokens
    Main content starts here, tab to start navigating
    
    # Easter

    An agent gets this page whole: its own text is in the HTML the server sends.

    The figures

    64 pages, set against the 167,912 sites with figures.

    See its rivals
    Readablehigher is better
    94%60 of 64 pages
    All 167,912 sitesBetter than 33%

    Pages whose own text is in the HTML the server sends, enough of it for their kind.

    Cleanhigher is better
    21%middle page
    All 167,912 sitesBetter than 11%

    Of the words before script, the share that are the page and not menus, footer and forms. 1 page is not measured, with no <main> or no words.

    Costshown, never scored
    12,620tokens
    About 197 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

    Its middle, 21%

    63 pages measured. Not measured: 1 shell with no words before script.

    Against its rivals

    The sites nearest it by what they do, with figures. Close means similar work, not better.

    Readinghigher is betterCostnot scored
    SiteReadableCleanTokens a page
    oakmillbakery.comThis site, 64 pages94%21%197
    elevencitydiner.com15 pages93%16%572
    thecakabakery.com9 pages89%54%479
    maindeckpy.com10 pages90%13%356

    First of 4 on Readable, second on Clean.

    AI crawler access

    What robots.txt says to each, as read on October 24, 2026. 8 of 8 may read the site.

    Open robots.txt
    Crawlerrobots.txt saysUsed forThe line that decides
    GPTBotOpenAINot namedTraining modelsFalls to User-agent: *
    OAI-SearchBotOpenAINot namedChatGPT searchFalls to User-agent: *
    ChatGPT-UserOpenAINot namedA page a person asks aboutFalls to User-agent: *
    ClaudeBotAnthropicNot namedTraining modelsFalls to User-agent: *
    Claude-SearchBotAnthropicNot namedClaude’s searchFalls to User-agent: *
    PerplexityBotPerplexityNot namedPerplexity searchFalls to User-agent: *
    Google-ExtendedGoogleNot namedTraining GeminiFalls to User-agent: *
    bingbotMicrosoftNot namedBing and CopilotFalls 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.

    11 pages of 64 lose something. Pick a loss to see what to do about it.Open the action plan

    What an agent getshigher is betterSignalsCostnot scored
    PageWordsCleanReadableMain headingTokensWhat it loses
    /store1610%NoNone49Thin and 1 more
    /catering-store-v20No wordsNoNone0Shell
    /store/gift-cards103%NoYes16Thin
    /store/product/assorted-fancy-butter-cookies-on-glass-stand3414%NoYes63Thin
    /wholesale-account83%YesNone12No h1
    /donation83%YesNone12No h1
    /find-us85%YesNone12No h1
    /gallery5525%YesNone260No h1
    /birthday-kids6529%YesNone114No h1
    /faq25661%YesNone981No h1
    /menus77984%YesNone1,645No h1
    /gallery/baby-showers102%YesYes16Nothing
    /gallery/graduation92%YesYes16Nothing
    /gallery/sweet-tables102%YesYes16Nothing
    /jobs92%YesYes15Nothing
    /feedback103%YesYes18Nothing
    /gallery/birthday-adults104%YesYes17Nothing
    /gallery/wedding-cakes104%YesYes17Nothing
    /gallery/thanksgiving94%YesYes16Nothing
    /gallery/religious94%YesYes16Nothing
    /gallery/easter94%YesYes15Nothing
    /gallery/custom-cakes105%YesYes16Nothing
    /gallery/summer-favorites105%YesYes17Nothing
    /gallery/mothers-day106%YesYes16Nothing
    /request-a-quote436%YesYes67Nothing
    The worst 25 of 64 pages.Show all 64

    Show where it stands

    A card, a badge and a line, each with the figures.

    oakmillbakery.com in Agent View: 94% readable
    1200 by 630, for linksDownload

    A badge for the site

    Agent View: 94% readable
    <a href="https://mttr.si/agent-view/oakmillbakery.com"><img src="https://mttr.si/agent-view/oakmillbakery.com/badge.svg" alt="Agent View: 94% readable, 21% clean" height="20"></a>
    Drawn again after every read

    The figures in one line

    oakmillbakery.com in Agent View: 94% of pages readable, better than 33% of sites; 21% clean; 12,620 tokens to read all 64 pages. mttr.si/agent-view/oakmillbakery.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

    11pages lose something
    • Give 8 pages a main headingClearer
    • Render the rest of 3 pages on the serverReadable
    • Put the text of 1 page in the HTMLReadable
    Open the action plan

    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/mcp
    Set 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 site

    Drawn from the HTML mttr fetched on its read of October 24, 2026, not a screenshot, and only from the 64 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.

    Agent Viewoakmillbakery.com Close Esc
    Easter | Oak Mill Bakery | European-style Bakery in Chicago, IL
    oakmillbakery.com/gallery/easter/

    Skip to main contentLocationsOur StoryCommunityTestimonialsJoin Our TeamWeddings & CelebrationsCustom Cakes & Special Occasions

    Main content starts here, tab to start navigating

    Easter

    • Order Online
    • Request a Quote

    FacebookTwitterInstagramEmailFeedbackPressWholesalePolicies

  • Image: a cake sitting on top of a table Slide 1 of 8
  • Image: a cake sitting on top of a wooden table Slide 2 of 8
  • Image: food in a plate Slide 3 of 8
  • Image: a twisted bread with easter eggs on platter Slide 4 of 8
  • Image: a chocolate doughnut on a plate Slide 5 of 8
  • Image: a piece of food Slide 6 of 8
  • Image: a cake sitting on top of a table Slide 7 of 8
  • Image: a birthday cake sitting on top of a table Slide 8 of 8
  • Drawn from the HTML mttr fetched, not a screenshot.
    page.md9 words, about 15 tokens
    Main content starts here, tab to start navigating
    
    # Easter
    Drawn from the HTML mttr fetched, not a screenshot. An assistant’s own reader may differ.Tokens are estimated at about 4 characters each.