- Middle site
- 91
- Ahead by
- 9
Full marks1 in 10 ranked sites have them
spectrum.ieee.org
Top 5%of the 302 sites in Manufacturers and suppliers, at #11
It scores 92. Gemini does not cite it yet when asked “Who supplies 316 stainless fittings to spec, in small runs, within two weeks?”; it cites 1 other site. See the answer
A score says pages are well formed. It does not say an assistant cites the site.
Answer the first question right under it
92 now95 with itTop 5% from 93
#16,888to#4,94711,941 places up98 of its 100 pages fail it. 1 in 121 ranked sites pass it.
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Where it ranks
Up 246,702 places since Oct 14, from #263,590. 1 point takes it into the top 5%.
Beside it on the board
- #16,886schultzroofingsupply.com92
- #16,887locksmithmanhattanbeachbrooklyn.com92
- #16,888spectrum.ieee.org92
- #16,889renovatehappy.com92
- #16,890steambosscarpetcleaning.com92
4,999 sites score 92. A tie goes to the site with faster, leaner pages that say more and keep improving.
To the top 5%
- 92Now#16,888
- 95Answer the first question right under itTop 5%
1 fix. Top 5% starts at 93.
Where it stands
Each stage against the middle site. It leads on every one.
- Middle site
- 59
- Ahead by
- 14
Worth the mostAnswer the first question right under it+3
- Middle site
- 98
- Ahead by
- 1
Worth the mostEach fix here is worth under a point
- 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 page65135× typical
Words a page2,1873945.5× typical
Rules failing somewhere12142 fewer than typical
Half its pages answer in129 ms210 ms39% faster than typical
This siteWorse than typicalTypical, the middle ranked site, worked out each hour
The work, worth the most first
12 fixes. The first 4 are worth the most; each group says the places it lifts the site, counted from where every ranked site scores now.
FixIts pages that fail it, fewer is betterSites passing
Worth 3 points11,941 places up
Answer the first question right under itUnderstand98 of 1001 in 121
Worth 2 points9,461 places up
Phrase headings as questionsUnderstand72 of 1001 in 10
Worth 1 point each6,111 places up each
Put figures in tablesUnderstand98 of 1001 in 28
Add breadcrumb dataUnderstand99 of 1001 in 2
Show 8 more fixes
Worth under a point each
Let AI crawlers inAccessAbout the whole site19 in 20
Make near-copy pages distinctTrustAbout the whole site4 in 5
Settle on one addressAccessAbout the whole site2 in 3
Fix description lengthsUnderstand38 of 1001 in 11
Describe imagesUnderstand12 of 1002 in 7
Add lists or tablesUnderstand10 of 1001 in 2
Fix title lengthsUnderstand6 of 1001 in 6
Replace unsupported sales claimsTrust2 of 1002 in 3
How AI reads this site
It reads mostly as manufacturers and suppliers, and a little like software and SaaS. 3 changes would make it plainer.
It reads as
Manufacturers and suppliersIt says it is an organization.
- None
- Loosely
- Split
- Mostly
- Clearly
- Closest lines of workAgainst the closest
- Manufacturers and suppliers
- Software and SaaS
- Law firms
What an assistant reads first
Home pageWhat it says
TitleIEEE Spectrum - The world's leading engineering magazine
DescriptionThe latest technology news and analysis from the world's leading engineering magazine
First headingNone in the HTML
OpeningAI-generated text is harder to spot, but that hasn’t deterred them
3 changes so it reads plainly as what it is
- Say what you do, for whom and where
Its pages read only partly as Manufacturers and suppliers. An assistant matches a site to a question by what its pages plainly say.
Agent instructions
On spectrum.ieee.org, rewrite the home page title and its first sentence to say plainly what the business does, for whom and where, so the site reads as Manufacturers and suppliers. Keep the title under 60 characters and lead with the service, not the name.
- Make the first heading say what the title says
The home page has no first heading in its HTML.
Agent instructions
On spectrum.ieee.org, give the home page one first heading (h1) that says, in a reader's words, what its title says the site is: Manufacturers and suppliers.
- Give each kind of work a page of its own
It reads close to Software and SaaS as well as Manufacturers and suppliers. Mixed on one page, neither reads plainly.
Agent instructions
On spectrum.ieee.org, find where the site mixes Manufacturers and suppliers with Software and SaaS, and give each its own page, linked from the home page, so each page is about one thing.
- 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.
Not cited in any of 3 answers
3 questions people ask about manufacturers and suppliers, asked as a person would. These questions name no place.
Who supplies 316 stainless fittings to spec, in small runs, within two weeks?
Gemini
Sourcing custom or to-spec 316/316L stainless steel fittings in small runs with a sub-two-week turnaround requires domestic specialty metal fabrication shops or master PVF (Pipe, Valves, and Fittings) distributors with dedicated custom shops.
- 1Central States Industrial (CSI)For Sanitary & Process Fittings
- What they do CSI specializes in sanitary stainless steel components for food, beverage, dairy, and…
- The "Fast Fittings" Service They feature an emergency/rush program specifically designed for custom or modified…
- Turnaround Typically days (1 to 3 days for many expedited stock-modifications, or fast-tracked…
SaysEmergency service - 2Appleton StainlessFor Industrial & Custom Fabricated Fittings
- What they do A custom manufacturer specializing in stainless steel fittings
- 1
Where can I get injection molded parts for a prototype?
Gemini
If you need injection-molded parts for a prototype, you will want to look for companies that specialize in rapid injection molding or low-volume manufacturing.
- 1Protolabsprotolabs.com84mttr
- Widely considered the pioneer of rapid injection molding.
- 2Quickparts
- Known for fast, full-service custom manufacturing, bridging the gap smoothly from rapid…
- 1
Who does CNC machining for aerospace parts?
Gemini
A wide range of specialized contract manufacturers, major aerospace primes, and digital manufacturing networks provide CNC machining for aerospace parts.
- 1Owens Industriesowensind.com80mttrSpecialized High-Precision CNC Machining Shops
- Frequently cited for ultra-precision, complex multi-axis CNC machining, micromachining…
- 2United CNC MachiningSpecialized High-Precision CNC Machining Shops
- Known for heavy-duty, complex multi-axis parts, bridge mills, and large-format structural…
- 3Criterion Precision Machiningcriterionprecision.com90mttrSpecialized High-Precision CNC Machining Shops
- A long-standing precision shop handling tight-tolerance parts with deep traceability.
- 1
What the cited sites pass that it fails
Fix them from the action plan- Let AI crawlers in10 of 10 cited sites pass it; you fail it on 1 page.
- Settle on one address9 of 10 cited sites pass it; you fail it on 1 page.