BakedBot Research
Market Freshness Index
Tracking how often dispensary menus are updated across markets. Fresh data signals active, well-maintained dispensaries.
Last Updated: August 3, 2026
National Overview
0
Fresh Markets
0
Active Markets
0
Aging Markets
766
Stale Markets
Freshest Markets
Cities with the most up-to-date dispensary data
| City | State | Dispensaries | Avg Days Since Update | Freshness Score | Status |
|---|---|---|---|---|---|
| Santa Rosa | CA | 1 | 87 days | 0 | Stale |
| Clearwater | FL | 1 | 86 days | 0 | Stale |
| Delaware | OH | 1 | 86 days | 0 | Stale |
| Columbia | MO | 3 | 86 days | 0 | Stale |
| Daytona Beach | FL | 1 | 86 days | 0 | Stale |
| Santa Ana | CA | 1 | 87 days | 0 | Stale |
| Lawton | OK | 4 | 86 days | 0 | Stale |
| Richmond | CA | 6 | 85 days | 0 | Stale |
| Winchester | CA | 1 | 86 days | 0 | Stale |
| Napa | CA | 1 | 87 days | 0 | Stale |
Markets Needing Attention
Cities where dispensary data may be outdated
| City | State | Dispensaries | Avg Days Since Update | Freshness Score | Status |
|---|---|---|---|---|---|
| Santa Rosa | CA | 1 | 87 days | 0 | Stale |
| Clearwater | FL | 1 | 86 days | 0 | Stale |
| Delaware | OH | 1 | 86 days | 0 | Stale |
| Columbia | MO | 3 | 86 days | 0 | Stale |
| Daytona Beach | FL | 1 | 86 days | 0 | Stale |
| Santa Ana | CA | 1 | 87 days | 0 | Stale |
| Lawton | OK | 4 | 86 days | 0 | Stale |
| Richmond | CA | 6 | 85 days | 0 | Stale |
| Winchester | CA | 1 | 86 days | 0 | Stale |
| Napa | CA | 1 | 87 days | 0 | Stale |
How to Cite
This data is free to use with attribution.
APA Format:
BakedBot. (2026). Market Freshness Index [Data set]. https://bakedbot.ai/data/freshness-indexEmbed Badge:
<a href="https://bakedbot.ai/data/freshness-index" target="_blank"><img src="https://bakedbot.ai/badges/data-source.svg" alt="Data from BakedBot" /></a>Methodology
The Market Freshness Index (0-100) measures how recently dispensary menus have been updated:
- Score Calculation: 100 - (Average Days Since Update × 3.33)
- Fresh (80-100): Menus updated within the last week
- Active (50-79): Regular updates, data generally current
- Aging (20-49): Updates becoming infrequent
- Stale (0-19): 30+ days without updates, data may be unreliable
Data is aggregated by city from individual dispensary menu timestamps tracked via CannMenus integration.