CoLab vs INSTA LILY
CoLab vs INSTA LILY, compared side by side on 12 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 INSTA LILY on 47/100.
Where each one leads
CoLab
- our overall score: 50/100 against 47/100
- agent readiness: 31/100 against 22/100
- funding raised: $702M against $60.0M
INSTA LILY
Leads on none of the measures we hold for both companies.
At a glance
| Measure | CoLab | INSTA LILY |
|---|---|---|
| What it is | CoLab provides a cloud-based platform for manufacturing and supply chain collaboration. | AI-powered visual inspection and quality control for manufacturing and supply chains. |
| Category | MFG + SUPPLY CHAIN, Supply Chain, Manufacturing, Enterprise Software | MFG + SUPPLY CHAIN, AI for Manufacturing, Quality Control, Visual Inspection |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software |
| Founded | 2017 | 2021 |
| Headquarters | San Francisco, United States | Tel Aviv, Israel |
| Status | Active | Active |
Size, funding and growth
| Measure | CoLab | INSTA LILY |
|---|---|---|
| Total funding | $702M | $60.0M |
| Latest round | Not published | Series B |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | CoLab | INSTA LILY |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 50/100 | 47/100 |
| Traction | 37/100 | 39/100 |
| Search visibility | 2/100 | 3/100 |
| Quality | Not published | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (31/100) | F (22/100) |
| Domain ratingLink authority, 0-100 | 52/100 | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | CoLab | INSTA LILY |
|---|---|---|
| Hosting | Netlify | Not detected |
| CDN | Netlify | Not detected |
| Analytics | PostHog | Not detected |
CoLab vs INSTA LILY: common questions
Which is better, CoLab or INSTA LILY?
On our 0-100 score CoLab rates higher (50/100 against 47/100). 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 12 data points above: read the rows that match what you are buying for.
How do CoLab and INSTA LILY compare on the numbers?
CoLab leads on our overall score (50/100 against 47/100), agent readiness (31/100 against 22/100), funding raised ($702M against $60.0M).
Read the full CoLab review and pricing or the INSTA LILY review and pricing. You can also browse other CoLab alternatives we track.

