nationalheatingandac.com

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

#1 of 7sites in Blue Ash, Ohio

It scores 89.

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

Fix this first

Show sources on guides

89 now93 with itTop 10% from 90

#37,620to#10,82326,797 places up56 of its 100 pages fail it. 1 in 2 ranked sites pass it.

Agent View, 100% readable by AI agents

Where it ranks

1 point takes it into the top 10%.

Open the leaderboard

Beside it on the board

  1. #37,618deftpest.com89
  2. #37,619us.jellycat.com89
  3. #37,620nationalheatingandac.com89
  4. #37,621localherohomeservices.com89
  5. #37,622biodeck.com89

6,906 sites score 89. A tie goes to the site with faster, leaner pages that say more and keep improving.

To the top 10%

  1. 89Now#37,620
  2. 93Show sources on guidesTop 10%

1 fix. Top 10% starts at 90.

Where it stands

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

Access35 points100
Middle site
91
Ahead by
9

Full marks1 in 10 ranked sites have them

Understand30 points76
Middle site
59
Ahead by
17

Worth the mostAnswer the first question right under it+2

Trust20 points81
Middle site
98
Behind by
17

Worth the mostShow sources on guides+4

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 read1004456 more than typical
Links a page82136.4× typical
Words a page9613942.4× typical
Rules failing somewhere1514About typical
Half its pages answer in1,217 ms210 ms480% slower than typical

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

The work, worth the most first

15 fixes. The first 6 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 4 points26,797 places up
Show sources on guidesTrust56 of 1001 in 2
Worth 2 points17,460 places up
Answer the first question right under itUnderstand50 of 1001 in 121
Worth 1 point each11,703 places up each
Phrase headings as questionsUnderstand47 of 1001 in 10
Put figures in tablesUnderstand64 of 1001 in 28
Add structured dataUnderstand27 of 1001 in 3
Add breadcrumb dataUnderstand69 of 1001 in 2
Show 9 more fixes
Worth under a point each
Speed up the serverAccessAbout the whole site4 in 5
Add an llms.txtAccessAbout the whole site1 in 4
Set a share imageUnderstand47 of 1002 in 7
Describe imagesUnderstand13 of 1002 in 7
Fix title lengthsUnderstand12 of 1001 in 6
Fix description lengthsUnderstand7 of 1001 in 11
Use one main headingUnderstand3 of 1001 in 4
Replace unsupported sales claimsTrust3 of 1002 in 3
Match structured data to the pageUnderstand1 of 1003 in 7

How AI reads this site

It reads clearly as trades and home services, the way an assistant matches a site to a question. 3 changes would make it plainer.

It reads as

Trades and home servicesIt says it is a hvacbusiness in Blue Ash.

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

What an assistant reads first

Home pageWhat it says
TitleHeating, Cooling & Water Heater Services In Cincinnati Ohio | National Heating & Air Conditioning
DescriptionNone in the HTML
First headingVeteran’s Day Giveaway
OpeningYour comfort is our top priority, so we'll work tirelessly to guarantee you're 100% satisfied with our service.

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: “Heating, Cooling & Water Heater Services In Cincinnati Ohio | National Heating & Air Conditioning” and “Veteran’s Day Giveaway”.

    Agent instructions

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

  2. Write a description

    The home page has no description, so a search result and an assistant make one up from the page.

    Agent instructions

    On nationalheatingandac.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. Name Blue Ash in the first words

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

    Agent instructions

    On nationalheatingandac.com, name Blue Ash in the home page title or first sentence, and in the description, where it reads naturally.

  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.

Asking an assistant

What are the best heating and cooling companies near Blue Ash, OH? Its answer, and whether it cites nationalheatingandac.com, shows here in a moment.

Fix nationalheatingandac.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 nationalheatingandac.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.