graceautomotive.com

Read 15 hours ago, 23 pages. Read it again

Top 5%of the 263,590 sites mttr has read, at #3,400

It scores 96. Gemini does not cite it yet when asked “Where can I get tires installed in Chicago this weekend?”; it cites 4 other sites. See the answer

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

Fix this first

Answer the first question right under it

96 now97 with itTop 1% from 97

#3,400to#2,0551,345 places up6 of its 23 pages fail it. 1 in 121 ranked sites pass it.

Agent View, 100% readable by AI agentsAsked about, named in 1 of 6 questions

Where it ranks

Up 1,546 places since Oct 17, from #4,946. 1 point takes it into the top 1%.

Open the leaderboard

Beside it on the board

  1. #3,398midwesthvacpro.com96
  2. #3,399doorsfixedfast.com96
  3. #3,400graceautomotive.com96
  4. #3,401eliteremodelinggroup.com96
  5. #3,402hugoplumbingtx.com96

1,762 sites score 96. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top 1%

  1. 96Now#3,400
  2. 97Answer the first question right under itTop 1%

1 fix. Top 1% starts at 97.

Where it stands

Each stage against the middle site. It leads on every one.

Access35 points100
Middle site
91
Ahead by
9

Full marks1 in 10 ranked sites have them

Understand30 points87
Middle site
59
Ahead by
28

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 points100
Middle site
57
Ahead by
43

Full marks2 in 7 ranked sites have them

Against a typical site

The readThis siteTypicalAgainst typical
Pages read234421 fewer than typical
Links a page161323% above typical
Words a page7763942× typical
Rules failing somewhere7147 fewer than typical
Half its pages answer in169 ms210 ms20% faster than typical

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

The work, worth the most first

7 fixes. The first 3 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 1 point each1,345 places up each
Answer the first question right under itUnderstand6 of 231 in 121
Phrase headings as questionsUnderstand6 of 231 in 10
Add real images to contentUnderstand7 of 232 in 3
Show 4 more fixes
Worth under a point each
Put figures in tablesUnderstand6 of 231 in 28
Add an llms.txtAccessAbout the whole site1 in 4
Fix description lengthsUnderstand6 of 231 in 11
Fix title lengthsUnderstand3 of 231 in 6

How AI reads this site

It reads clearly as auto repair and dealers, the way an assistant matches a site to a question. 3 changes would make it plainer.

It reads as

Auto repair and dealersIt says it is in Chicago.

  1. None
  2. Loosely
  3. Split
  4. Mostly
  5. Clearly
  1. Closest lines of workAgainst the closest
  2. Auto repair and dealers
  3. Trades and home services
  4. Law firms

What an assistant reads first

Home pageWhat it says
TitleAuto Repair in Irving Park, Chicago | Grace Automotive — Since 1981
DescriptionHonest auto repair in Irving Park, Chicago since 1981. Brakes, oil changes, diagnostics, suspension, battery & electrical. Fixed right the first time. Call (773) 545-6770.
First headingFixed RightThe FirstTime.
OpeningCars pick the worst moments to complain — a squeal on the Kennedy, a thud over a Montrose pothole, a check-engine light the night before a road trip. When that happens, you want a shop that tells you what's wrong, what it'll cost, and how fast you'll be back on the road.

3 changes so it reads plainly as what it is

  1. Make the first heading say what the title says

    The title and the first heading share no word that says what the site does: “Auto Repair in Irving Park, Chicago | Grace Automotive — Since 1981” and “Fixed RightThe FirstTime.”.

    Agent instructions

    On graceautomotive.com, give the home page one first heading (h1) that says, in a reader's words, what its title says the site is: Auto repair and dealers.

  2. Rewrite the description

    Its description is 171 characters and is cut off in results.

    Agent instructions

    On graceautomotive.com, write the home page a meta description of one or two sentences, 50 to 160 characters: what the business does, for whom, and where.

  3. Say what kind of business it is in structured data

    Its home page declares no business or organization type, so a machine has to guess what it is.

    Agent instructions

    On graceautomotive.com, add JSON-LD to the home page declaring the most particular schema.org type for the business (one that fits Auto repair and dealers), with its name, address, phone and sameAs links to its own profiles.

  4. 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 3 sites, not this site

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

  1. GeminiOctober 21, 2026

    What are the best auto repair shops near Chicago, IL?

    Gemini

    When looking for the best auto repair shops in the Chicago area, several independent mechanics and service centers consistently rank high for their honesty, quality of work, and customer service based on local reviews (from platforms like Google, Yelp, and Reddit).

    Platforms it namesYelp

    1. 1
      Ashland Tire & Auto
      • Location North Side (3737 N Ashland Ave)
      • Known for Long-standing reputation for incredible honesty.
    2. 2
      Wells Automotive Service
      • Location North/Northwest Side
      • Known for Exceptionally high ratings across review platforms like RepairPal and Google.
    3. 3
      Fred’s Wrigleyville Garage
      • Location Lakeview / Wrigleyville area (North Side)

Asked with only the question sent; answers vary by day, place and person. A score says pages are well formed. It does not say an assistant cites the site.

mttr has read 1 of the 3 sites cited so far. It sets their pages against graceautomotive.com’s once it has read 2; the rest are in line to be read.

Fix graceautomotive.com 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 graceautomotive.com 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.