CoLab vs SPREAD AI
CoLab vs SPREAD AI, compared side by side on 15 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: CoLab is on 50/100 and SPREAD AI on 61/100.
Where each one leads
CoLab
- domain rating: 52/100 against 38/100
- funding raised: $702M against $49.0M
SPREAD AI
- our overall score: 61/100 against 50/100
- agent readiness: 47/100 against 31/100
At a glance
| Measure | CoLab | SPREAD AI |
|---|---|---|
| What it is | CoLab provides a cloud-based platform for manufacturing and supply chain collaboration. | AI-native data foundation for industrial companies to create 'Product Twins' and make faster, more confident decisions. |
| Category | MFG + SUPPLY CHAIN, Supply Chain, Manufacturing, Enterprise Software | Artificial Intelligence, Manufacturing, Industrial Tech, AI Foundation & Compute |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2017 | 2019 |
| Headquarters | San Francisco, United States | Berlin, Germany |
| Status | Active | Active |
Size, funding and growth
| Measure | CoLab | SPREAD AI |
|---|---|---|
| Employees | Not published | 98 |
| Total funding | $702M | $49.0M |
| Latest round | Not published | Series B |
| Valuation | Not published | $1.1B |
| LinkedIn followers | Not published | 7,487 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | CoLab | SPREAD AI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 50/100 | 61/100 |
| Traction | 37/100 | 58/100 |
| Team | Not published | 70/100 |
| Search visibility | 2/100 | 40/100 |
| Quality | Not published | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (31/100) | D (47/100) |
| Domain ratingLink authority, 0-100 | 52/100 | 38/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | CoLab | SPREAD AI |
|---|---|---|
| Hosting | Netlify | Not detected |
| CDN | Netlify | Cloudflare |
| Frameworks | Not detected | Bootstrap |
| Analytics | PostHog | Google Analytics 4, Google Tag Manager, Hotjar, Linkedin Insight |
CoLab vs SPREAD AI: common questions
Which is better, CoLab or SPREAD AI?
On our 0-100 score SPREAD AI rates higher (61/100 against 50/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 15 data points above: read the rows that match what you are buying for.
How do CoLab and SPREAD AI compare on the numbers?
CoLab leads on domain rating (52/100 against 38/100), funding raised ($702M against $49.0M). SPREAD AI leads on our overall score (61/100 against 50/100), agent readiness (47/100 against 31/100).
Read the full CoLab review and pricing or the SPREAD AI review and pricing. You can also browse other CoLab alternatives we track.