Seamflow vs SPREAD AI
Seamflow vs SPREAD AI, compared side by side on 19 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: Seamflow is on 46/100 and SPREAD AI on 61/100.
Where each one leads
Seamflow
Leads on none of the measures we hold for both companies.
SPREAD AI
- our overall score: 61/100 against 46/100
- domain rating: 38/100 against 13/100
- headcount: 98 against 18
- funding raised: $49.0M against $5.5M
- LinkedIn following: 7,487 against 2,326
At a glance
| Measure | Seamflow | SPREAD AI |
|---|---|---|
| What it is | AI tools for the TIC industry | AI-native data foundation for industrial companies to create 'Product Twins' and make faster, more confident decisions. |
| Category | Artificial Intelligence, Testing, Inspection, and Certification (TIC), AI Tools & Apps, MLOps & DevInfra | Artificial Intelligence, Manufacturing, Industrial Tech, AI Foundation & Compute |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2022 | 2019 |
| Headquarters | San Francisco, USA | Berlin, Germany |
| Status | Active | Active |
Size, funding and growth
| Measure | Seamflow | SPREAD AI |
|---|---|---|
| Employees | 18 | 98 |
| Open roles | 7 | Not published |
| Total funding | $5.5M | $49.0M |
| Latest round | Seed | Series B |
| Valuation | Not published | $1.1B |
| LinkedIn followers | 2,326 | 7,487 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Seamflow | SPREAD AI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 46/100 | 61/100 |
| Traction | 46/100 | 58/100 |
| Team | Not published | 70/100 |
| Community | 8/100 | Not published |
| Search visibility | 33/100 | 40/100 |
| Quality | 58/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (50/100) | D (47/100) |
| Domain ratingLink authority, 0-100 | 13/100 | 38/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Seamflow | SPREAD AI |
|---|---|---|
| Hosting | AWS | Not detected |
| CDN | CloudFront | Cloudflare |
| Frameworks | Tailwind CSS | Bootstrap |
| Analytics | Not detected | Google Analytics 4, Google Tag Manager, Hotjar, Linkedin Insight |
Seamflow vs SPREAD AI: common questions
Which is better, Seamflow or SPREAD AI?
On our 0-100 score SPREAD AI rates higher (61/100 against 46/100). 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 19 data points above: read the rows that match what you are buying for.
How do Seamflow and SPREAD AI compare on the numbers?
SPREAD AI leads on our overall score (61/100 against 46/100), domain rating (38/100 against 13/100), headcount (98 against 18), funding raised ($49.0M against $5.5M), LinkedIn following (7,487 against 2,326).
Read the full Seamflow review and pricing or the SPREAD AI review and pricing. You can also browse other Seamflow alternatives we track.