chipp.ai

Read 2 hours ago, the first 100 pages. Read it again

Top 50%of the 263,580 sites mttr has read, at #73,988

It scores 84.

A score says pages are well formed. It does not say an assistant cites the site.

Fix this first

Add a way to get in touch

84 now91 with itTop 25% from 85

#73,988to#20,11153,877 places up75 of its 100 pages fail it. 1 in 2 ranked sites pass it.

Agent View, 100% readable by AI agents

Where it ranks

Up 5,501 places since Oct 22, from #79,489. 1 point takes it into the top quarter.

Open the leaderboard

Beside it on the board

  1. #73,986ustradenumbers.com84
  2. #73,987uschamber.com84
  3. #73,988chipp.ai84
  4. #73,989tristatehvac.com84
  5. #73,990hotelmarlowe.com84

8,596 sites score 84. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top quarter

  1. 84Now#73,988
  2. 91Add a way to get in touchTop 25%

1 fix. Top 25% starts at 85.

Where it stands

Each stage against the middle site. It trails on Act.

Access35 points100
Middle site
91
Ahead by
9

Full marks1 in 10 ranked sites have them

Understand30 points90
Middle site
59
Ahead by
31

Worth the mostAnswer the first question right under it+1

Trust20 points100
Middle site
98
Ahead by
2

Full marks1 in 4 ranked sites have them

Act15 points15
Middle site
57
Behind by
42

Worth the mostAdd a way to get in touch+7

Against a typical site

The readThis siteTypicalAgainst typical
Pages read1004456 more than typical
Links a page171330% above typical
Words a page53539436% above typical
Rules failing somewhere10144 fewer than typical
Half its pages answer in223 ms210 msAbout typical

This siteWorse than typicalTypical, the middle ranked site, worked out each hour

The work, worth the most first

10 fixes. The first 7 are worth the most; each group says the places it lifts the site, counted from where every ranked site scores now.

Open the action plan
FixIts pages that fail it, fewer is betterSites passing
Worth 7 points each53,877 places up each
Add a way to get in touchAct75 of 1001 in 2
Add a tap-to-call linkAct98 of 1001 in 3
Worth 1 point each11,532 places up each
Answer the first question right under itUnderstand22 of 1001 in 121
Put figures in tablesUnderstand23 of 1001 in 28
Phrase headings as questionsUnderstand12 of 1001 in 10
Add depth to thin pagesUnderstand8 of 1003 in 7
Add lists or tablesUnderstand10 of 1001 in 2
Show 3 more fixes
Worth under a point each
Add real images to contentUnderstand3 of 1002 in 3
Add breadcrumb dataUnderstand1 of 1001 in 2
Fix title lengthsUnderstand1 of 1001 in 6

How AI reads this site

It reads clearly as software and SaaS, the way an assistant matches a site to a question. 1 change would make it plainer.

It reads as

Software and SaaSIt says it is an organization in Fargo.

  1. None
  2. Loosely
  3. Split
  4. Mostly
  5. Clearly
  1. Closest lines of workAgainst the closest
  2. Software and SaaS
  3. Agencies and studios
  4. Online shops

What an assistant reads first

Home pageWhat it says
TitleChipp: AI Agents and Software That Do Your Busywork
DescriptionChipp builds AI agents and custom software that do your busywork, with HIPAA and SOC 2 built in. Book a free 20-minute build session.
First headingLess busywork. More impact.
OpeningChipp builds AI agents and software. Use our platform or integrate with tools you already use like Claude or ChatGPT. Let Chipp do your annoying work so you can do what matters.

1 change so it reads plainly as what it is

  1. Name Fargo in the first words

    The site is in Fargo, and its title, description, first heading and opening never say so. Questions to assistants often name a place.

    Agent instructions

    On chipp.ai, name Fargo in the home page title or first sentence, and in the description, where it reads naturally.

  2. Read it again

    mttr reads the site again and says how it reads now.

An estimate made by mttr against 16 lines of work, from its home page before any script runs. It is not what any assistant says about the site. Rethink the direction with us.

Gemini cites 4 sites, not this site

mttr picked the question from chipp.ai’s home page and asked it as a person would.

  1. GeminiOctober 22, 2026

    What are the best AI assistants?

    Gemini

    The "best" AI assistant depends entirely on what you want to use it for. The market has evolved past simple chatbots into specialized tools, workspace integrations, and autonomous agents. The top AI assistants are categorized below by their primary strengths: ---.

    1. 1
      ChatGPT (OpenAI)
      • Best for Everyday tasks, brainstorming, casual conversation, and multimodal features (voice, image…
      • Why it’s great It remains the most well-rounded and widely adopted conversational AI.
    2. 2
      Claude (Anthropic)
      • Best for Long-form writing, software coding, and analyzing massive documents.
      • Why

Asked with only the question sent; answers vary by day, place and person. Passing a rule and being cited go together here, a correlation, not proof. A score says pages are well formed. It does not say an assistant cites the site.

mttr has read 3 of the 4 sites cited.

Fix chipp.ai with your agent

Your agent makes the fixes. mttr checks each one. Free.

In the site’s repositorynpx skills add subinternal/mttr
Then tell your agentCheck chipp.ai with mttr and fix what’s worth the most.

Claude Code, Codex, Cursor or any agent that reads AGENTS.md.

Claude Code, onceclaude mcp add --transport http mttr https://mttr.si/mcp
It needs a free key
Another agent
Read it againChanged something? A site is read at most once every ten minutes.