Candid Intelligence vs ProVision
Candid Intelligence vs ProVision, compared side by side on 20 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: Candid Intelligence is on 64/100 and ProVision on 56/100.
Where each one leads
Candid Intelligence
- our overall score: 64/100 against 56/100
- agent readiness: 51/100 against 45/100
- headcount: 113 against 1
- funding raised: $207M against $8.5M
ProVision
- domain rating: 36/100 against 11/100
At a glance
| Measure | Candid Intelligence | ProVision |
|---|---|---|
| What it is | AI agent system automating pre-construction engineering workflows for energy and industrial infrastructure projects. | AI-powered co-pilot platform designed to streamline pre-construction estimating workflows for construction professionals. |
| Category | Construction Tech, Energy Tech, Industrial Automation, AI Agents | Construction Tech, Vertical SaaS, AI Copilot, Risk Management |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2022 | 2022 |
| Headquarters | San Francisco, United States | Toronto, Canada |
| Status | Active | Active |
Size, funding and growth
| Measure | Candid Intelligence | ProVision |
|---|---|---|
| Employees | 113 | 1 |
| Headcount growthLast 12 months | +125.0% | Not published |
| Total funding | $207M | $8.5M |
| Latest round | Seed | Seed |
| Valuation | $1.5B | $1.1B |
| LinkedIn followers | 22,403 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Candid Intelligence | ProVision |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 64/100 | 56/100 |
| Traction | 60/100 | 38/100 |
| Team | 60/100 | 70/100 |
| Community | 8/100 | 15/100 |
| Search visibility | 47/100 | 13/100 |
| Quality | 68/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (51/100) | D (45/100) |
| Domain ratingLink authority, 0-100 | 11/100 | 36/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Candid Intelligence | ProVision |
|---|---|---|
| Hosting | Not detected | Google Cloud |
| CMS | Wix | Not detected |
| Frameworks | Not detected | Next.js, Tailwind CSS |
| Analytics | Not detected | Google Tag Manager, Reddit Pixel |
| Open source | Yes | No |
Candid Intelligence vs ProVision: common questions
Which is better, Candid Intelligence or ProVision?
On our 0-100 score Candid Intelligence rates higher (64/100 against 56/100). 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 20 data points above: read the rows that match what you are buying for.
How do Candid Intelligence and ProVision compare on the numbers?
Candid Intelligence leads on our overall score (64/100 against 56/100), agent readiness (51/100 against 45/100), headcount (113 against 1), funding raised ($207M against $8.5M). ProVision leads on domain rating (36/100 against 11/100).
Read the full Candid Intelligence review and pricing or the ProVision review and pricing. You can also browse other Candid Intelligence alternatives we track.