City Intelligence · Launch Market
Erie.
The City That
Gets Together.
A data portrait of Erie, Pennsylvania — its people, its experience economy, its coordination friction, and its transformation moment. The city where Geez launches first.
01 — City Snapshot
Who lives here.
What they earn. What they do.
93,900
City Population
DataUSA 2024
$46,113
Median Household Income
US Census 2024
34.8
Median Age (years)
US Census 2024
54.1%
Homeownership Rate
DataUSA 2024
$115,200
Median Property Value
DataUSA 2024
18.3 min
Average Commute
DataUSA 2024
Top Employers by Sector
9,087
Health Care & Social Assistance
5,782
Manufacturing
4,585
Retail Trade
3,524
Food Prep & Serving
Highest Paying Sectors
$74,009
Utilities
$51,250
Public Administration
$51,067
Finance & Insurance
$46,113
Median HH — the bar to clear
Geez Relevance
At a median household income of $46,113, Erie households have real discretionary income — but limited margin for waste. $1/week pricing isn't just strategy. At this income level, it's the only price point that creates zero friction and maximum trust.
02 — The Experience Economy
Tourism. Lodging.
Recreation. The numbers.
3.5M+
Presque Isle Visitors 2024
#1 most visited PA state park
$2B
Great Lakes Region
Visitor Spending 2024
Visitor Spending 2024
PA Tourism Office
$3M+
VisitErie Hotel Tax Revenue 2024
First time exceeding $3M
55%
Hotel Occupancy Rate 2024
Up 2.6% from 2023
65%
Overnight Visitors
Of total Erie travelers 2024
58%
Out-of-State Visitors
VisitErie 2024 Annual Report
Visitors account for 18% of all restaurant spending in Erie County, 17% of all retail spending, and 14% of total county spending. Tourism isn't a seasonal afterthought — it's a structural economic pillar. Presque Isle alone draws more annual visitors than the population of any mid-sized U.S. city.
The Eclipse Signal — April 2024
A single engineered tourism event — the 2024 Solar Eclipse campaign — drew an estimated 100,000 visitors to Erie and generated $3M in spending in one weekend. VisitErie won a national ESTO Destiny Award for the campaign. This is what differentiated experience tourism looks like: one event, one reason, one city, national recognition.
Lodging Landscape
Erie's lodging spectrum runs from Bayfront hotels (Sheraton, Courtyard Marriott, Hampton Inn) to lakefront camping at Virginia's Beach and Lampe Marina Campground. The Presque Isle corridor supports everything from RV hookups to waterfront cottages. The Tom Ridge Environmental Center serves as the gateway — 65,000 sq ft, LEED silver certified, drawing year-round visitors.
"Presque Isle is Pennsylvania's only seashore. 3.5 million visitors chose it in 2024. That is not a small-city asset. That is a national-caliber experience anchor in a city most investors have never heard of."
03 — Food, Dining & Coordination Friction
Where Erie households
spend, decide, and struggle.
These are the national benchmarks that apply to Erie households. They are anonymous, repeatable, and consistent across every Geez launch city. The coordination friction is identical whether you're in Erie, Middletown, or Chelmsford — only the zip code changes.
$191/mo
Average American dining out spend per person
Up from $166/month in 2023. Dining out now commands 55% of total food spending — an all-time high. Erie households at median income allocate roughly $382/month for a couple dining out.
→ Geez: Dinner Decider reduces the 20-min decision to one output
5×/mo
Average American dines out per month
Up from 3x in 2023. The social pull is reasserting itself post-pandemic. 55% now prefer restaurants over delivery — up from 43% in 2023. Groups coordinate all five of those occasions. Coordination is the bottleneck every time.
→ Geez: Group Get Together resolves the "when/where" for every one of those 5 occasions
$482/mo
Average household monthly dining out spend
$5,784/year per household on restaurants and takeout. The social and experiential draw of dining out — atmosphere (66%), socialization (52%), special occasions (44%) — drives the decision. No one is optimizing it. They're just deciding, slowly.
→ Geez: anonymous input → singular output = the decision, made
3+ trips
Weekly grocery runs per household
The average Millennial household spends $6,759/year on groceries. Gen X: $7,331/year. Multiple trips per week are the norm — because no centralized list exists, and because household coordination fails before the list is ever made.
→ Geez: Weekly Groceries — one list, one source of truth, no third trip
11 days
Average group planning time from "we should get together" to confirmed
This is the number every Erie household recognizes without being told. It's not a tech problem. It's a coordination problem. Multiple texts, competing schedules, no neutral decision surface, no output. Just noise until someone gives up or someone takes over.
→ Geez: Group Get Together — freeform input, thought layer, one answer
4+ texts
Per-person message volume to decide a single group dinner
In a group of 6, that's 24+ messages — before a restaurant is chosen. In a group of 10, it's a thread that becomes a burden. The social cost is real: someone always drops out because the coordination itself is exhausting.
→ Geez: The thread disappears. The decision appears.
Why These Metrics Are Repeatable
These data points are sourced from national surveys (US Foods, USDA, BLS, US Census) and apply with minor variance to every American household. They are anonymous by design — no individual is tracked, no PII required. They describe the friction of coordination at scale. In Erie, Middletown, or Chelmsford, the numbers shift slightly at the margins. The problem is identical.
04 — City Transformation Framework
What moves the needle.
Where it's happened. Why.
Every meaningful city transformation in the post-industrial era follows a recognizable pattern. It is not fast. It is not inevitable. But it is engineerable — and Erie is actively inside the window where it can happen.
The Transformation Formula (Harvard / Brookings synthesis)
| Factor | What It Means | Erie's Current State |
|---|---|---|
| Anchor Institution | A university, hospital, or research hub that retains talent, drives R&D, and stabilizes the economic base through cycles. | Present Gannon University, LECOM, Mercyhurst. Health care is #1 employer sector. 3 anchor institutions in one small city. |
| Physical Asset | A geographic or architectural differentiator that creates inbound visitor and investment interest no other city can replicate. | Present Presque Isle. The only "seashore" in Pennsylvania. 3.5M visitors in 2024. National Natural Landmark. Unreplicable. |
| Policy Catalyst | Government-backed incentive structures that de-risk private investment and accelerate redevelopment of underutilized land. | Active CRIZ designation approved Dec 2024. $9.5M Market House investment. McKean Business Park (160 acres). First in over a decade. |
| Affordable Entry | Cost of living and real estate below the national median, enabling talent attraction that expensive metros cannot match. | Strong Median home: $115,200 vs US median ~$420K. Talent can afford to live where they work. |
| Experience Economy | Tourism, dining, events, and recreation infrastructure that generates economic activity independent of any single employer sector. | Growing $2B Great Lakes visitor spend 2024. Hotel tax records broken. Four-season tourism strategy active. |
| Tech Ecosystem | Startups, accelerators, and digital infrastructure that shift wage structures upward and attract remote workers. | Emerging CRIZ creates the zone. Institutions exist. The connective tissue between research and commercial outcomes is still forming. |
Comparable Transformation Models
Pittsburgh, PA
Trigger: CMU + Pitt + Policy
Steel city → robotics/AI hub. $3.3B VC in robotics since 2012. 100+ AI companies. 60,000 tech jobs (5.2% of workforce). Formula: world-class research universities + affordable real estate + manufacturing legacy reframed as engineering culture. One generation to transform.
Chattanooga, TN
Trigger: Infrastructure bet
America's first gigabit city (2010). Municipal fiber network investment attracted remote workers, startups, and logistics companies. Population reversed decline. Outdoor economy + digital infrastructure = dual identity that complemented rather than replaced the old economy.
Bilbao, Spain
Trigger: Cultural anchor
Industrial port → global cultural destination via the Guggenheim Museum Bilbao (1997). Tourism multiplied. Tax base recovered. The "Bilbao Effect" is now studied worldwide: a single bold cultural investment can reset a city's identity and economic trajectory permanently.
The Honest Warning
Every city that failed its transformation window made the same mistake: it pursued growth without managing displacement. Pittsburgh's tech boom created housing pressure in neighborhoods that working-class families built. Chattanooga's gig economy attracted remote workers whose income levels outpriced locals. The cities that got it right built affordability protections and community ownership structures into the transformation plan from the start — not as afterthoughts.
05 — Erie's Transformation Moment
The window is open.
What has to happen next.
Erie has all the preconditions for a genuine urban transformation. The question is not whether it can happen — it's whether the right connective investments arrive in the right sequence before the window closes. The CRIZ designation, the Bayfront redevelopment, and the 2027 Great Lakes Summit are sequenced events that are already in motion.
Dec 2024
CRIZ Designation Approved
First Erie CRIZ in over a decade
$9.5M
Market House Investment
27,000 sq ft local marketplace
2027
Great Lakes Summit in Erie
Gov. Shapiro chairs — national visibility
The Brig Niagara returns to Erie. America250 celebrations bring national attention. The Bayfront is physically transforming. And the economic research is clear from the PSU Erie Economic Research Institute: the manufacturing base has stabilized, the higher education anchor is strong, and the gap to close is the conversion of research excellence into commercial outcomes.
"The irony is Erie already has the infrastructure. The gap is the connective tissue — between the research institutions and the commercial economy, between the visitor and the resident, between the experience and the belonging."
06 — The Geez Connection
Experience data.
City growth. The link.
The most undervalued asset in city transformation isn't infrastructure. It's behavioral data — the aggregate pattern of how people coordinate, gather, spend, and decide together. That data has never been captured cleanly, anonymously, and at scale. Until now.
The Geez Thesis for Erie
Every Weekly Groceries session is a signal about household coordination patterns. Every Group Get Together is a data point about where Erie groups want to be and when. Every Dinner Decider round surfaces the actual preference landscape of a real social group — anonymously, without anyone being asked a single survey question. Geez is the first coordination layer that generates genuine community experience data as a byproduct of helping people. That is what city planners, tourism boards, and economic development offices have never had access to before.
What Geez Data Reveals (Anonymously)
📍
Where groups choose to gather — venue clusters, neighborhood patterns, season shifts
🛒
Grocery coordination frequency — household rhythm, shopping patterns, list complexity
🍽️
Dining preference distributions — cuisine types, price ranges, occasion frequency
📅
Get-together timing — which days, which seasons, how far in advance groups plan
Who Wants This Data
🏛️
VisitErie — real-time resident social patterns to complement visitor data
🍴
Local restaurants — genuine demand signals, not Yelp reviews
🏗️
CRIZ developers — where residents actually want to go, not survey responses
📊
Erie Economic Research Institute (PSU) — behavioral ground truth for city planning
The Long Game
A city that knows how its residents coordinate is a city that can invest intelligently. The Market House succeeds or fails based on whether the right businesses are in it. The Bayfront succeeds or fails based on whether residents — not just visitors — actually go there. Geez can tell you both. Not through surveillance. Through consent-based, anonymous coordination data that has never existed before at this scale in a mid-size American city. That is the Geez opportunity in Erie — and in every city after it.