Which US startup regions are underfunded relative to the quality of companies they produce?

One question, asked of ChatGPT, Claude, Gemini and Perplexity in September 2026. Here is each answer, word for word, with the sources it cited.

US hubs · Where to raise · A VC or LP comparing regions

ChatGPT

“Underfunded relative to the quality of companies produced” is a different question from “which regions get the least VC.” The interesting regions are those where founder talent, technical depth, exits, university pipelines, or company formation appear stronger than the local venture capital supply. Academic work on regional entrepreneurship also finds that startup quality and startup quantity are not the same thing—and regions can produce high-potential companies without attracting proportional risk capital.

National Bureau of Economic Research

My shortlist of U.S. regions that fit that pattern:

Region Why it looks underfunded What it produces

Midwest (especially Chicago, Detroit/Ann Arbor, Columbus, Cincinnati, Minneapolis, Madison, Pittsburgh) Probably the clearest case: large technical talent base, major universities, industrial expertise, but VC share remains low relative to economic output. A recent Midwest ecosystem report argues the region produces roughly 16% of U.S. GDP while capturing only about 3–5% of U.S. venture capital.

Start Midwest

Industrial tech, AI, robotics, enterprise software, climate, healthcare, manufacturing

Atlanta One of the strongest “quiet” ecosystems: strong universities, Black and immigrant founder communities, enterprise talent, and many Fortune 500 customers, but historically less dense VC networks than coastal hubs. Older ecosystem rankings repeatedly flagged Atlanta as a strong runner-up ecosystem rather than a funding leader.

Startup…

Trimmed here; the full answer is in the viewer.

Named: Atlanta, Pittsburgh, Raleigh-Durham, Salt Lake City, Huntsville, Chicago, Detroit, Columbus, Minneapolis, San Francisco Bay Area, Austin, Boston, Seattle, Miami

Sources cited: nber.org, start-midwest.com, startupgenome.com, academic.oup.com, carta.com

Claude

This is genuinely a judgment call rather than a settled fact, but there's a recognizable pattern that investors and founders talk about a lot. Here's my honest read, with the caveat that "underfunded relative to quality" is inherently subjective — I'll flag the reasoning behind each pick rather than presenting it as objective ranking.

The general pattern people point to:

Capital concentration in the Bay Area and NYC is now so extreme that it's arguably decoupled from where good founders and good outcomes actually originate. Coastal cities also just have much higher costs, so a dollar of revenue or a strong team there commands a much bigger valuation than the same fundamentals somewhere cheaper — which distorts "funding per unit of quality" comparisons.

Regions frequently cited as underfunded relative to output:

Great Lakes / Midwest (Chicago, Columbus, Ann Arbor, Minneapolis, Pittsburgh) — Strong engineering talent pipelines (Big Ten schools, Carnegie Mellon), enterprise software and healthcare-tech companies with real revenue, but VCs there raise smaller funds and founders often have to go to the coasts for growth-stage rounds.

Salt Lake City / Utah's "Silicon Slopes" — Consistently produces capital-efficient B2B SaaS companies (Qualtrics, Domo, Pluralsight lineage) with a founder culture that's famously frugal, yet gets a fraction of the fund density of the Bay Area.

Atlanta — Deep fintech and payments talent (from the NCR/First Data legacy), strong HBCU pipeline, but…

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Named: San Francisco Bay Area, New York City, Chicago, Columbus, Minneapolis, Pittsburgh, Salt Lake City, Atlanta, Raleigh-Durham, Boston, Denver, Austin

Sources cited: siteselection.com

Gemini

In the United States venture capital ecosystem, the majority of capital remains concentrated in "coastal super-hubs" like the San Francisco Bay Area, New York, and Boston, which routinely account for over 70% of total VC dollars deployed BIP Ventures.

However, studies and venture capital market data highlight several non-coastal regions that consistently yield high-quality, capital-efficient companies relative to the limited funding they attract:

1. The American South & Southeast

The Imbalance: The Southeast accounts for roughly 10% to 12% of total U.S. capital invested despite generating a disproportionate share of high-growth technology and healthcare companies BIP Ventures.

Quality Profile: Known for producing high-efficiency software (SaaS), healthcare/biotech, and fintech companies. Startups in hubs like Atlanta, Raleigh-Durham (The Research Triangle), and Nashville often scale on leaner budgets and achieve profitability faster than coastal peers because investors in the region frequently eschew hype-driven valuation spikes in favor of capital efficiency and unit economics BIP Ventures.

2. The Midwest

The Imbalance: Midwest startups systematically receive a tiny fraction of national venture funding (often single-digit percentage shares across major tech categories) Carta.

Quality Profile: Anchored by major research universities (e.g., University of Michigan, University of Illinois, Purdue, Northwestern), cities like Chicago, Minneapolis, and Columbus produce…

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Named: San Francisco Bay Area, New York City, Boston, BIP Ventures, Atlanta, Raleigh-Durham, Nashville, Chicago, Minneapolis, Columbus, Salt Lake City, Seattle

Sources cited: bipventures.vc, carta.com, elevate.vc, mordorintelligence.com, missioninvestors.org

Perplexity

The clearest candidates are Pittsburgh, Minneapolis–St. Paul, Madison, Ann Arbor–Detroit, Raleigh–Durham, Philadelphia, and the Baltimore–Washington corridor. They tend to produce unusually strong companies in technical or regulated sectors relative to the depth of local early-stage and especially follow-on capital—but “underfunded” is best understood as a risk-adjusted sourcing hypothesis, not a settled league table.

Why the mismatch exists

U.S. venture money is extraordinarily concentrated. In 2025, California alone received $191.2 billion—about 60% of U.S. VC investment—and California, New York, and Massachusetts together captured nearly 75% of all dollars. Moreover, 70% of VC fund closes were concentrated in the Bay Area, New York, Los Angeles, and Boston. That leaves many capable ecosystems with thin local investor density, fewer specialist funds, and a tougher path from seed to growth financing.

nvca

The concentration was amplified by AI mega-rounds: 65.4% of 2025 U.S. venture deal value went to AI, and just 487 $100 million-plus rounds represented 67% of all deal value. A region can therefore look “ignored” in aggregate dollar data even when it is producing investable businesses; it simply lacks the handful of hyperscale AI companies that dominate national totals.

nvca

A better screen is:

Underfunding opportunity

company quality, technical talent, and sector fit

local capital density and competition

Underfunding opportunity≈

local capital density and…

Trimmed here; the full answer is in the viewer.

Named: Pittsburgh, Minneapolis, Detroit, Raleigh-Durham, Philadelphia, New York City, San Francisco Bay Area, Los Angeles, Boston, Washington, D.C., Salt Lake City, Columbus, Austin, Miami, Denver

Sources cited: nvca.org, brookings.edu, greaterwashingtonpartnership.com

Published by PursueATL. Research by Resonate Labs. Data collected September 2026.