Which U.S. Cities Are Ready to Buy?
52 cities scored, profiled, and ranked — from a dataset of 7,186. Each profile is sourced, linked, and ready to publish.
What the Data Shows
Deep Profiles — Click Any Link to Verify
These 4 cities were enriched with web research. Budget figures, capital projects, and leadership names are hyperlinked to their source documents.
How the Reports Were Found
The system queried 7,186 cities for statistical anomalies, scored 7 findings on 4 dimensions, and kept 2. Those 2 became full reports. A 3rd report was editorially selected from enriched profile patterns. How scoring works →
67 Towns Under 15,000 People Are Outscoring Major Cities on Budget Momentum
67 municipalities under 15,000 population score 85+ on Starbridge's budget trend index — top 5% nationally. GovTech sales teams skip them. The data says they shouldn't.
Why publish: GovTech sales teams systematically skip towns under 15K because deal sizes seem too small, but 67 of them have budget momentum that matches or exceeds major cities — a blind spot worth $3.3M-$13.4M in aggregate addressable spend with near-zero competition.
Source: Query T2_small_city_outlier
45% of America's Aggressive Municipal Spenders Cluster in 5 States — Your Territory Model Is Wrong
Of 49 cities nationally rated Aggressive Spender, 22 concentrate in five states. South Carolina's rate is 6.4x the national average. Here's what that means for territory planning.
Why publish: Territory allocation for GovTech sales teams is typically population-weighted, but aggressive-spender concentration follows a completely different geographic distribution — SC punches 6x above its weight.
Source: Query T3_aggressive_concentration
Five Cities, Five States, $22M+ in Municipal Tech Budgets — All Replacing Legacy Systems Right Now
Five cities across five states independently funded $22M+ in ERP replacements, AI, and cloud migration. Same vintage software, same replacement clock, same fiscal cycle.
Why publish: Four cities independently funding ERP replacement in the same fiscal cycle — same vintage software, same structural driver. The pattern is durable because it wasn't coordinated.
Source: Enriched profile analysis (not anomaly query)
Killed Findings (5) — the system said no
| Finding | Score | S/C/A/Sp | Why Killed |
|---|---|---|---|
| 87 cities with budget increases over 29% (2+ standard deviations above mean) | 1.9 | 1/2/2/3 | Budget surges are well-known in GovTech; the 29% threshold is arbitrary (2 stddev is a statistical artifact, not a market insight), and the list is too broad to be actionable without further filtering by category or readiness. |
| 11 cities with tightening budgets still rated "open to spend" | 1.1 | 2/0/1/1 | Interesting concept (declining budgets + open spending posture suggests grants or reserves), but only 11 cities is anecdotal, scores are low (36-38), and no dollar amounts or procurement signals make it publishable. |
| "IT + modernization" co-occurs in 1201 cities — the most common dual procurement... | 1.4 | 0/3/1/2 | IT and modernization co-occurring is tautological — modernization IS an IT category. The pairing tells vendors nothing they don't already know. ERP+IT (608 cities) is slightly more useful but still obvious. Zero surprise kills it. |
| 3 states where budget increases run 15+ points above the national 81% rate | 1.9 | 1/2/2/3 | MA, MN, ME at 97-98% is specific and well-evidenced, but not surprising — these are high-tax, high-service northeastern/midwestern states where budget growth is structurally expected. The finding confirms priors rather than challenging them. |
| 2 states where budget increases trail the national rate by 15+ points | 1.8 | 2/1/2/2 | Oregon and Tennessee at 58% vs 81% national is mildly surprising (TN especially given its growth narrative), but only 2 states with 26-31 cities each is too thin to build a trend piece — and the actionability is defensive (avoid these states) rather than offensive. |
23 States Covered
This is 52 cities. Starbridge has 7,186.
With API access to operating budgets, IT spending, and procurement guides — every city gets the deep profile treatment. The pipeline is built. The data scales.
Let's talk →