Operate · the United States
Underwriting: Research and Development in Nanotechnology
What public records can and cannot establish about running this business in the United States, dimension by dimension, with the gaps named.
—
not scored
REWORK
PROVE
OPEN
NOT SCORED. 65 of 100 rubric points are evidenced deterministically from public records; 10 have no producer. The ±3.1 interval measured elsewhere on this site is ARBITER's sampling variance and does not apply to a SQL query, which returns the same answer every time it runs.
IndustryNAICS 541713
Scopethe United States
RubricO1.0-20260804
Pricedfree — no account, no gate
83th percentile of 287 industries
Where this industry stands
| Net formation, 5yr | Percentile | Reads as | Signal strength |
|---|---|---|---|
| +2.73% | 83th of 287 | forming much faster than it is dying | ρ 0.57 across 4 backtested windows, 42.6pp decile separation |
SBA 7(a) acquisition loans · FY2017–FY2026
Can you borrow to buy one
| Measure | Value |
|---|---|
| Acquisition loans approved | 16 |
| Median loan | $1,259,375 |
| Mean rate | 7.97% |
| Mean term | 125 months |
| Charged off | — |
1,469 firms · Census SUSB 2022
What firms here actually earn
| Revenue band ($000) | Firms | Share | Cumulative | Labour share of revenue |
|---|---|---|---|---|
| <100 | 138 | 9.4% | 9.4% | 62.1% |
| 100-499 | 312 | 21.2% | 30.6% | 44.7% |
| 500-999 | 155 | 10.6% | 41.2% | 48.3% |
| 1,000-2,499 | 192 | 13.1% | 54.3% | 40.9% |
| 2,500-4,999 | 124 | 8.4% | 62.7% | 40.0% |
| 5,000-7,499 | 61 | 4.2% | 66.8% | 45.0% |
| 7,500-9,999 | 31 | 2.1% | 69.0% | 40.6% |
| 10,000-14,999 | 42 | 2.9% | 71.8% | 42.8% |
| 15,000-19,999 | 39 | 2.7% | 74.5% | 43.6% |
| 20,000-24,999 | 19 | 1.3% | 75.8% | 36.3% |
| 25,000-29,999 | 15 | 1.0% | 76.8% | 39.6% |
| 30,000-34,999 | 9 | 0.6% | 77.4% | 36.8% |
| 35,000-39,999 | 9 | 0.6% | 78.0% | 41.4% |
| 40,000-49,999 | 15 | 1.0% | 79.0% | 42.2% |
| 50,000-74,999 | 29 | 2.0% | 81.0% | 52.9% |
| 75,000-99,999 | 18 | 1.2% | 82.2% | 45.1% |
| 100,000+ | 261 | 17.8% | 100.0% | 46.3% |
SBA 7(a) · FY2017–FY2026
Can an acquisition here be financed?
| Measure | Value |
|---|---|
| SBA acquisition loans on record | 16 |
| Median loan | $1,259,375 |
| Typical rate | 7.97% |
| Typical term | 125 months |
| Total approved | $13,050,400 |
Take this away
| Format | What it is |
|---|---|
| download the document → | One self-contained file — no stylesheet, no fonts, no scripts. Works offline, prints, and carries a content hash anyone can verify at /verify without an account. |
| JSON → | The same figures as data, with every source and gap attached. |
65 of 100 rubric points evidenced
What this report can and cannot underwrite
| Dimension | Weight | Evidence | Predicts? | Source |
|---|---|---|---|---|
| O1 · Demand density and recurrence | 25 | evidenced | predictive · ρ +0.57 | US Census County Business Patterns |
| O2 · Payment evidence | 15 | partial | not backtested | USASpending.gov — US federal government work, public domain |
| O3 · Licence gate favourability | 15 | evidenced | not backtested | CareerOneStop / ARC, U.S. Department of Labor |
| O4 · Labour availability | 15 | evidenced | not backtested | BLS Occupational Employment and Wage Statistics, May 2024 |
| O5 · Incumbent weakness | 10 | no producer | not backtested | none |
| O6 · Margin structure | 10 | partial | not backtested | US Census Statistics of U.S. Businesses 2022 |
| O7 · Ceiling | 10 | evidenced | DESCRIPTIVE ONLY · ρ +0.05 | US Census Business Dynamics Statistics — public domain |
Every licensed occupation in this industry
| Occupation | Share here | Concentration | Jurisdictions |
|---|---|---|---|
| Mechanical Engineers | 2.08% | 9.8× | 50 of 56 |
| Biological Technicians | 3.08% | 53.3× | 11 of 56 |
| Medical Scientists, Except Epidemiologists | 6.47% | 56.4× | 7 of 56 |
| Natural Sciences Managers | 4.72% | 59.6× | 3 of 56 |
| Biochemists and Biophysicists | 2.31% | 81.6× | 1 of 56 |
| General and Operations Managers | 3.14% | 1.3× | 23 of 56 |
| Project Management Specialists | 2.68% | 3.8× | 3 of 56 |
| Software Developers | 5.57% | 5.0× | 1 of 56 |
What this report cannot tell you
| Gap |
|---|
| licence titles in this scope — none matched 'Medical Scientists, Except Epidemiologists', though it is licensed in 50 jurisdictions nationally. The title differs locally, or the record is held municipally. |
| occupation mix for NAICS 541713 — the labour statistics carry no rows at this level, so everything about occupations here, including the defining occupation and its licence gate, is measured at NAICS 541710, a broader grouping. Establishment counts are for 541713 itself. |
| licence coverage — the register holds 54 of 56 US licensing jurisdictions, and 2,504 of its records carry no jurisdiction at all. A count of 50 is out of 54 searched, not out of 56. The unsearched jurisdictions are not evidence of no licence. |
| bonding_required_usd — no producer, and not estimated |