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.
We Speak English & Spanish
(773) 254-3199 · 2354 S Blue Island Ave, Chicago, IL 60608
FERNANDEZ Auto Mechanic & Glass Chicago…HomeServicesService NoticeAuto GlassMechanicalSpecialsReviews
FERNANDEZ AUTO MECHANIC & GLASS 2354 S Blue Island Ave, Chicago, IL 60608 (773) 254-3199
Image: Fernandez Auto Mechanic & Glass auto repair and auto glass
Chicago • Pilsen / Blue Island Ave
Auto Repair & Auto Glass Under One Roof
Honest Service • Clear Answers • Fair Pricing
Call Now
The rest of the page is in full screen.
 Chicago • Pilsen / Blue Island Ave # Auto Repair & Auto Glass Under One Roof Honest Service • Clear Answers • Fair Pricing [Call Now](tel:+17732543199) Text Photos [WhatsApp](https://wa.me/17732543199?text=Hello%2C%20I%20need%20an%20estimate.) [Get Directions](https://www.google.com/maps/search/?api=1&query=2354%20S%20Blue%20Island%20Ave%2C%20Chicago%2C%20IL%2060608) [Request Estimate](https://fernandezautorepairandglass.com/estimate-request/) [Español](https://fernandezautorepairandglass.com/es/) **$40 Professional Vehicle Inspection** Credited toward approved repair. *No repair begins without your approval.* Directions ## Get Directions Enter your starting address and open live Google Maps directions to our shop. [2354 S Blue Island Ave, Chicago, IL 60608](https://www.google.com/maps/search/?api=1&query=2354%20S%20Blue%20Island%20Ave%2C%20Chicago%2C%20IL%2060608) ## Main Services No repair begins without your approval. [Windshield](https://fernandezautorepairandglass.com/windshield-replacement-chicago/) [Door Glass](https://fernandezautorepairandglass.com/door-glass-replacement-chicago/) [Rear Glass](https://fernandezautorepairandglass.com/rear-glass-replacement-chicago/) [Power Window](https://fernandezautorepairandglass.com/power-window-repair-chicago/) [Regulator](https://fernandezautorepairandglass.com/window-regulator-repair-chicago/) [Mirrors](https://fernandezautorepairandglass.com/mirror-replacement-chicago/) [Diagnostics](https://fernandezautorepairandglass.com/diagnostics-chicago/) [Check Engine](https://fernandezautorepairandglass.com/check-engine-light-chicago/) [Brakes](https://fernandezautorepairandglass.com/brake-service-chicago/) [Suspension](https://fernandezautorepairandglass.com/suspension-repair-chicago/) [A/C Repair](https://fernandezautorepairandglass.com/auto-ac-repair-chicago/) [Tune-Up](https://fernandezautorepairandglass.com/tune-up-service-chicago/) [Oil & Maintenance](https://fernandezautorepairandglass.com/oil-change-maintenance-chicago/) [Starter & Alternator](https://fernandezautorepairandglass.com/starter-alternator-chicago/) [Cooling System](https://fernandezautorepairandglass.com/cooling-system-repair-chicago/) [Engine Repair](https://fernandezautorepairandglass.com/engine-repair-chicago/)
Thin: Too few words of their own are in the HTML for a page of their kind. Render the rest on the server.
The figures
47 pages, set against the 167,893 sites with figures and 129 in auto.
- Readablehigher is better
- 98%46 of 47 pages
- All 167,893 sitesBetter than 40%129 auto sitesBetter than 22%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- 43%middle page
- All 167,893 sitesBetter than 22%129 auto sitesBetter than 27%
Of the words before script, the share that are the page and not menus, footer and forms. 43 pages are not measured, with no <main> or no words.
- Costshown, never scored
- 25,363tokens
- About 540 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
4 pages measured. Not measured: 43 with no <main> or no words.
Against its rivals
The sites nearest it by what they do, with figures. Close means similar work, not better.
| Readinghigher is better | Costnot scored | ||
|---|---|---|---|
| Site | Readable | Clean | Tokens a page |
| fernandezautorepairandglass.comThis site, 47 pages | 98% | 43% | 540 |
| graceautomotive.com23 pages | 100% | None | 1,547 |
Second of 2 on Readable, first on Clean.
AI crawler access
What robots.txt says to each, as read on October 24, 2026. 5 of 8 may read the site.
| Crawler | robots.txt says | Used for | The line that decides |
|---|---|---|---|
| GPTBotOpenAI | Blocked | Training models | User-agent: GPTBot / Disallow: / |
| OAI-SearchBotOpenAI | Not named | ChatGPT search | Falls to User-agent: * |
| ChatGPT-UserOpenAI | Not named | A page a person asks about | Falls to User-agent: * |
| ClaudeBotAnthropic | Blocked | Training models | User-agent: ClaudeBot / Disallow: / |
| Claude-SearchBotAnthropic | Not named | Claude’s search | Falls to User-agent: * |
| PerplexityBotPerplexity | Not named | Perplexity search | Falls to User-agent: * |
| Google-ExtendedGoogle | Blocked | Training Gemini | User-agent: Google-Extended / Disallow: / |
| bingbotMicrosoft | Not named | Bing and Copilot | Falls to User-agent: * |
3 of 8 are kept out. A crawler kept out never reads a page, however well it is made.
Every page
Worst first. Each opens in Agent View at the top.
44 pages of 47 lose something. Pick a loss to see what to do about it.Open the action plan
| What an agent getshigher is better | Signals | Costnot scored | ||||
|---|---|---|---|---|---|---|
| Page | Words | Clean | Readable | Main heading | Tokens | What it loses |
| / | 108 | 43% | No | Yes | 617 | Thin |
| /es/servicios | 156 | No <main> | Yes | None | 655 | No <main> and 1 more |
| /auto-ac-repair-chicago | 141 | No <main> | Yes | Yes | 478 | No <main> |
| /brake-service-chicago | 146 | No <main> | Yes | Yes | 481 | No <main> |
| /check-engine-light-chicago | 149 | No <main> | Yes | Yes | 483 | No <main> |
| /contact | 103 | No <main> | Yes | Yes | 338 | No <main> |
| /cooling-system-repair-chicago | 148 | No <main> | Yes | Yes | 485 | No <main> |
| /customer-appreciation | 112 | No <main> | Yes | Yes | 300 | No <main> |
| /customer-notice | 507 | No <main> | Yes | Yes | 1,077 | No <main> |
| /diagnostics-chicago | 143 | No <main> | Yes | Yes | 477 | No <main> |
| /door-glass-replacement-chicago | 150 | No <main> | Yes | Yes | 497 | No <main> |
| /engine-repair-chicago | 141 | No <main> | Yes | Yes | 479 | No <main> |
| /es/afinacion-chicago | 157 | No <main> | Yes | Yes | 517 | No <main> |
| /es/apreciacion-del-cliente | 129 | No <main> | Yes | Yes | 350 | No <main> |
| /es/arranque-alternador-chicago | 161 | No <main> | Yes | Yes | 522 | No <main> |
| /es/aviso-del-cliente | 590 | No <main> | Yes | Yes | 1,215 | No <main> |
| /es/cambio-aceite-mantenimiento-chicago | 167 | No <main> | Yes | Yes | 535 | No <main> |
| /es/contacto | 119 | No <main> | Yes | Yes | 370 | No <main> |
| /es/diagnostico-chicago | 159 | No <main> | Yes | Yes | 511 | No <main> |
| /es/luz-check-engine-chicago | 166 | No <main> | Yes | Yes | 525 | No <main> |
| /es/reemplazo-espejo-chicago | 170 | No <main> | Yes | Yes | 528 | No <main> |
| /es/reemplazo-parabrisas-chicago | 177 | No <main> | Yes | Yes | 535 | No <main> |
| /es/reparacion-ac-chicago | 161 | No <main> | Yes | Yes | 519 | No <main> |
| /es/reparacion-motor-chicago | 162 | No <main> | Yes | Yes | 530 | No <main> |
| /es/reparacion-regulador-ventana-chicago | 174 | No <main> | Yes | Yes | 526 | No <main> |
Show where it stands
A card, a badge and a line, each with the figures.
A badge for the site
<a href="https://mttr.si/agent-view/fernandezautorepairandglass.com"><img src="https://mttr.si/agent-view/fernandezautorepairandglass.com/badge.svg" alt="Agent View: 98% readable, 43% clean" height="20"></a>
The figures in one line
fernandezautorepairandglass.com in Agent View: 98% of pages readable, better than 22% of auto sites; 43% clean; 25,363 tokens to read all 47 pages. mttr.si/agent-view/fernandezautorepairandglass.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
- Wrap 43 pages in <main>Clean measured
- Render the rest of 1 page on the serverReadable
- Give 1 page a main headingClearer
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/mcpSet 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 siteDrawn from the HTML mttr fetched on its read of October 24, 2026, not a screenshot, and only from the 47 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.