Plume vs REplace
Plume vs REplace, compared side by side on 18 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: Plume is on 52/100 and REplace on 44/100.
Where each one leads
Plume
- our overall score: 52/100 against 44/100
- funding raised: $3.3M against $2.1M
- LinkedIn following: 102,439 against 1,793
REplace
- agent readiness: 46/100 against 39/100
- domain rating: 14/100 against 12/100
- headcount: 16 against 6
At a glance
| Measure | Plume | REplace |
|---|---|---|
| What it is | Geospatial AI platform that accelerates renewable energy project development by automating site selection, permit processing, and grid connection analysis. | A digital marketplace connecting businesses with vetted renewable energy providers, financing, and expertise. |
| Category | Climate Tech, Renewable Energy, Geospatial AI, AI Agents | Climate Tech, Clean Energy, Solar Energy, Wind Energy |
| Sells toBusiness model | B2B SaaS | B2B |
| Offering | Platform | Platform |
| Founded | 2024 | 2021 |
| Headquarters | Paris, France | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | Plume | REplace |
|---|---|---|
| Employees | 6 | 16 |
| Total funding | $3.3M | $2.1M |
| Latest round | Seed | Seed |
| LinkedIn followers | 102,439 | 1,793 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Plume | REplace |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 52/100 | 44/100 |
| Traction | 41/100 | 44/100 |
| Team | 60/100 | 30/100 |
| Community | 8/100 | Not published |
| Search visibility | 37/100 | 24/100 |
| Quality | 58/100 | 48/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (39/100) | D (46/100) |
| Domain ratingLink authority, 0-100 | 12/100 | 14/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Plume | REplace |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Vercel | Cloudflare |
| CMS | Not detected | Lovable |
| Frameworks | Next.js, Tailwind CSS | Not detected |
| Analytics | Not detected | Google Analytics 4, Linkedin Insight |
| Support stack | Not detected | HubSpot |
Plume vs REplace: common questions
Which is better, Plume or REplace?
On our 0-100 score Plume rates higher (52/100 against 44/100). 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 18 data points above: read the rows that match what you are buying for.
How do Plume and REplace compare on the numbers?
Plume leads on our overall score (52/100 against 44/100), funding raised ($3.3M against $2.1M), LinkedIn following (102,439 against 1,793). REplace leads on agent readiness (46/100 against 39/100), domain rating (14/100 against 12/100), headcount (16 against 6).
Read the full Plume review and pricing or the REplace review and pricing. You can also browse other Plume alternatives we track.

