Endeavor vs INSTA LILY
Endeavor vs INSTA LILY, compared side by side on 14 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: Endeavor is on 51/100 and INSTA LILY on 47/100.
Where each one leads
Endeavor
- our overall score: 51/100 against 47/100
- agent readiness: 49/100 against 22/100
INSTA LILY
- funding raised: $60.0M against $7.0M
At a glance
| Measure | Endeavor | INSTA LILY |
|---|---|---|
| What it is | AI platform modernizing American manufacturing by unifying data and automating processes. | AI-powered visual inspection and quality control for manufacturing and supply chains. |
| Category | MFG + SUPPLY CHAIN, AI Tools & Apps, Enterprise Software, Vertical SaaS | MFG + SUPPLY CHAIN, AI for Manufacturing, Quality Control, Visual Inspection |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software |
| Founded | 2023 | 2021 |
| Headquarters | San Francisco, United States | Tel Aviv, Israel |
| Status | Active | Active |
Size, funding and growth
| Measure | Endeavor | INSTA LILY |
|---|---|---|
| Employees | 39 | Not published |
| Headcount growthLast 12 months | -82.3% | Not published |
| Open roles | 5 | Not published |
| Total funding | $7.0M | $60.0M |
| Latest round | Seed | Series B |
| LinkedIn followers | 2,548 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Endeavor | INSTA LILY |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 51/100 | 47/100 |
| Traction | 50/100 | 39/100 |
| Team | 30/100 | Not published |
| Community | 25/100 | Not published |
| Search visibility | 47/100 | 3/100 |
| Quality | 58/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (49/100) | F (22/100) |
| Domain ratingLink authority, 0-100 | 30/100 | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Endeavor | INSTA LILY |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Vercel | Not detected |
| Frameworks | Next.js, Tailwind CSS | Not detected |
What users say
| Measure | Endeavor | INSTA LILY |
|---|---|---|
| Community ratingVisitor votes on StartupHub | 3.5/5 from 2 votes | Not published |
Endeavor vs INSTA LILY: common questions
Which is better, Endeavor or INSTA LILY?
On our 0-100 score Endeavor rates higher (51/100 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 14 data points above: read the rows that match what you are buying for.
How do Endeavor and INSTA LILY compare on the numbers?
Endeavor leads on our overall score (51/100 against 47/100), agent readiness (49/100 against 22/100). INSTA LILY leads on funding raised ($60.0M against $7.0M).
Read the full Endeavor review and pricing or the INSTA LILY review and pricing. You can also browse other Endeavor alternatives we track.

