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
Service Notice & Shop Policies
Service Notice & Shop Policies
Honest Service • Clear Answers • Fair Pricing
Professional Vehicle Inspection / Diagnostic Review: $40. If you approve repair work, your inspection fee is credited toward service. No repair begins without your approval.
Repair Authorization
Repair work requires customer approval. Additional concerns found during inspection or repair may require new approval before work continues.
The rest of the page is in full screen.
We Speak English & Spanish **(773) 254-3199** · 2354 S Blue Island Ave, Chicago, IL 60608 Service Notice & Shop Policies # Service Notice & Shop Policies Honest Service • Clear Answers • Fair Pricing Professional Vehicle Inspection / Diagnostic Review: $40. If you approve repair work, your inspection fee is credited toward service. No repair begins without your approval. ### Repair Authorization Repair work requires customer approval. Additional concerns found during inspection or repair may require new approval before work continues. ### Communication Consent Customers may consent to service-related calls, texts, WhatsApp messages, or emails regarding estimates, approvals, status updates, pickup, payment, and follow-up. Reply STOP to opt out of texts. ### Vehicle Custody When a vehicle is accepted for diagnosis, repair, or storage, Fernandez Auto Mechanic & Glass acts as a bailee and garagekeeper while the vehicle is in our custody. We document the vehicle condition and exercise reasonable care; we are not an insurer for pre-existing damage, hidden defects, or personal items left inside, except as required by law. ### Restricted Work Areas Customers are not permitted inside service bays, tool areas, lift areas, parts areas, or restricted work spaces unless escorted by authorized staff. ### Vehicle Pickup Customers should pick up completed vehicles promptly after notice. Storage charges may apply after notice according to posted shop policy and applicable law. ### Parts Policy Parts are ordered as needed for installed repair work. Fernandez Auto Mechanic & Glass does not operate as an over-the-counter retail auto parts store. ### Customer Supplied Parts Customer supplied parts may affect warranty coverage. Fernandez reserves the right to decline installation of customer supplied components. ### Personal Property Customers should remove valuables and personal items before service. ### Photo Documentation Vehicle photographs may be used for intake documentation, repair verification, vehicle identification, customer communication, quality control, or business protection. ### Written Authorization Before work begins, the customer must approve the scope, parts, and estimate in writing or through documented digital approval. Any additional work requires new approval. ### Diagnostic Scope Inspection and diagnosis identify the likely cause, not a guarantee of a single issue. Some failures may be related to prior wear, pre-existing damage, or unrelated components. ### Payment & Release Vehicles are released when the approved invoice is paid and any lawful storage or diagnostic charges are resolved, as permitted by law. ### Service & Labor Terms Approved labor, diagnostics, and parts are billable once performed. Payment is due when the job is complete unless another written arrangement is made. If allowed by law and included in the signed repair order, the customer agrees to pay reasonable collection, court, arbitration, or attorney fees incurred to recover unpaid balances. ### Disputes & Chargebacks If something appears wrong, contact the shop first with photos, the invoice, and the work order number. We want to resolve issues directly before any chargeback or outside complaint. ### Respectful Conduct Customers and visitors must treat staff respectfully. Abusive language, threats, harassment, or interference with work may end the interaction or service to the extent allowed by law. [Call Now](tel:+17732543199) Text Photos [Directions](https://www.google.com/maps/search/?api=1&query=2354%20S%20Blue%20Island%20Ave%2C%20Chicago%2C%20IL%2060608) [WhatsApp](https://wa.me/17732543199?text=Hello%2C%20I%20need%20an%20estimate.) [Estimate Request](https://fernandezautorepairandglass.com/estimate-request/) [Service Notice](https://fernandezautorepairandglass.com/customer-notice/) **Fast Response. Fair Price. Done Right.** [Call Now](tel:+17732543199) Text Photos [Directions](https://www.google.com/maps/search/?api=1&query=2354%20S%20Blue%20Island%20Ave%2C%20Chicago%2C%20IL%2060608) [Call](tel:+17732543199) Text [WhatsApp](https://wa.me/17732543199?text=Hello%2C%20I%20need%20an%20estimate.) [Directions](https://www.google.com/maps/search/?api=1&query=2354%20S%20Blue%20Island%20Ave%2C%20Chicago%2C%20IL%2060608)
No <main>: Wrap the page’s own content in <main>, so a reader knows where it starts and stops, and Clean can be measured.
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.