Hernandez Development & Construction × JWGRE Lab
CONFIDENTIAL · PREPARED FOR HERNANDEZ LEADERSHIP
AI VISIBILITY AUDIT · INDUSTRIAL & COMMERCIAL · AUGUST 2026

Your firm has a $2 billion track record. AI can't see it.

Tenants, brokers, capital partners, and their analysts increasingly ask ChatGPT, Google AI, and Perplexity who builds and develops before they ever call. This audit measured what those engines can see about Hernandez Development & Construction — 17 million square feet, 24 years, $2B+ delivered — and found two problems, one of them urgent.

01The urgent one: your website tells machines "Page Not Found"

Verified August 14, 2026, across the homepage and multiple routes.

buildwithhernandez.com is built as a JavaScript app whose pre-rendering isn't finishing the job. A human with a browser sees your site. But any machine that reads pages the fast way — AI crawlers, answer engines, most link previews — receives this on your homepage:

<title>Page Not Found | Hernandez Development & Construction</title>

To every AI system indexing your company, the front door of a $2 billion firm reads "Page Not Found." Your own build notes show per-page titles are supposed to be injected at build time — the mechanism exists; it isn't firing. This is days to fix, not months. It's finding #1 because everything else builds on it.

02The quiet one: the answer shelf goes to smaller firms

Who gets named when buyers ask the machines.

"best industrial general contractor in South Florida — Class A warehouse"
Plescia Construction TEG Construction ECO Builders DC Construction Associates Global Construction Associates Hernandez — NOT NAMED

Firms a fraction of your size own the answer — one is cited for 6M sq ft while your 17M sq ft goes unmentioned. The track record isn't the problem. The machine-readability of the track record is. Full multi-market battery (Florida, Indianapolis, Chicago, Atlanta; tenant, broker, and capital-partner prompts): pilot week one.

03Why this is a capital problem, not a website problem

CAPITAL & DEALS = TRACK RECORD × WHO CAN SEE IT

You run an Investment Portal — you raise capital and win development deals on reputation. When an LP's analyst, a tenant's broker, or a land seller's advisor asks AI about Hernandez tonight, the answer is built from what machines can read: right now, that's a broken title tag and thin third-party scraps. One deal influenced by what AI says about you is worth more than a hundred of these engagements.

04The 90-day plan

Honest scoping: your posting also asks for an InDesign artist and an events producer — that's human craft, and you should hire it. This is the other half of the posting: the systems half, built as machines.

WEEKS 1–2

Fix the machine layer + audit every market

Repair the pre-render so every page tells machines what it tells humans; publish llms.txt + full schema (Organization, projects, the portfolio). Run the prompt battery across FL, Indy, Chicago, Atlanta — tenant, broker, and capital-partner questions — scored with screenshots.

WEEKS 3–8

Build the visibility engine

Auto-generated project pages from your drone/photo pipeline (every milestone becomes machine-readable proof), a LinkedIn thought-leadership engine for leadership, press-release distribution, and HubSpot drip automation for lead capture and capital-partner nurture.

WEEKS 9–12

Measure, monthly, forever

The battery re-runs every month. Visibility trends land on a one-page Monday brief. You watch everything on a private live dashboard — the same kind of page you're reading now.

05Samples — generated by the stack, reviewed by humans

Actual first drafts in your voice, produced while building this page.

SAMPLE · LINKEDIN, LEADERSHIP VOICE

"17 million square feet taught us one thing about speed."

Everyone promises schedule certainty. We built our firm so we don't have to promise it — we control it. Land, capital, preconstruction, procurement, GC: one platform, one accountability. That's the Hernandez Way, and it's why our repeat partners keep handing us the next site before the last ribbon is cut. #ClassA #IndustrialRealEstate #SouthFlorida

Engine: 2–3 posts/week in leadership voice, drafted from real project milestones, approved before anything publishes.

SAMPLE · AUTO-GENERATED PROJECT MILESTONE PAGE

[Project] — Topping Out · Week 34 of 61

  • Status: structure topped out on schedule; envelope begins Monday
  • The numbers: 412,000 sq ft Class A distribution · 40' clear · 63 dock doors
  • Drone set: 14 new frames, auto-published to the portfolio + machine-readable project schema
  • For brokers: delivery window, specs, and leasing contact — structured so AI answers them correctly

Every milestone your drone pilots capture becomes public, structured proof of execution — the raw material AI uses to recommend you.

SAMPLE · MONDAY LEADERSHIP BRIEF (AUTO-GENERATED)

Marketing week in one page

  • Visibility: AI answer-shelf score by market, month-over-month, vs. named competitors
  • Pipeline: new inquiries by source (site / AI referral / LinkedIn / drip), routed to HubSpot
  • Content: what published, what's queued for approval
  • This week's call: one recommendation, one risk, one experiment

Same engine that publishes a live market instrument every morning at jwgre.com — headless, no human in the loop.

This page took the lab one afternoon.

The 90-day pilot fixes the "Page Not Found" problem in week one, then builds the machine that makes your $2B track record legible to every AI a tenant, broker, or capital partner will ever ask. 90-day pilot: $12,500 flat. After: $3,500/month. A fraction of the salary in your posting — and it's the systems half, so the person you do hire can be a pure craftsperson.

Joshua Gibson · seasoned business builder, investor, operator & entrepreneur · obsessed with AI, agentic coding & tools · currently building in proptech at JWGRE (jwgre.com) · Media & Communications, B.A. · open for new clients
josh@jwgre.com — 15 minutes this week?
or call/text: 323.496.1451