Mappa vs Willow
Mappa vs Willow, compared side by side on 17 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: Mappa is on 61/100 and Willow on 62/100.
Where each one leads
Mappa
- headcount: 132 against 17
- LinkedIn following: 261,268 against 11,676
Willow
- agent readiness: 50/100 against 41/100
- domain rating: 51/100 against 19/100
- funding raised: $435M against $3.4M
At a glance
| Measure | Mappa | Willow |
|---|---|---|
| What it is | AI-powered behavioral intelligence platform that analyzes voice patterns to decode human behavior for hiring and beyond. | Willow is an AI dictation app designed for professionals to write 4x faster using voice anywhere on their computer. |
| Category | Voice AI, Behavioral Intelligence, HR Tech, AI Hiring Platform | Voice AI, Speech-to-Text, Productivity Software, AI Tools & Apps |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | 2020 | 2016 |
| Headquarters | Miami, United States | United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Mappa | Willow |
|---|---|---|
| Employees | 132 | 17 |
| Headcount growthLast 12 months | Not published | -92.3% |
| Total funding | $3.4M | $435M |
| Latest round | Seed | Not published |
| LinkedIn followers | 261,268 | 11,676 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Mappa | Willow |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 61/100 | 62/100 |
| Traction | 53/100 | 53/100 |
| Team | 70/100 | 60/100 |
| Search visibility | 32/100 | 82/100 |
| Quality | 68/100 | 65/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (41/100) | D (50/100) |
| Domain ratingLink authority, 0-100 | 19/100 | 51/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Mappa | Willow |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Vercel | Not detected |
| CMS | Not detected | Framer |
| Frameworks | Next.js, Tailwind CSS, Bootstrap | Not detected |
| Analytics | Google Tag Manager | Not detected |
Product and pricing
| Measure | Mappa | Willow |
|---|---|---|
| Key features | Not published | Automatic editing and formatting, Personalization, Context awareness, AI Mode, Quiet mode, Privacy and Security First |
Mappa vs Willow: common questions
Which is better, Mappa or Willow?
On our 0-100 score Willow rates higher (62/100 against 61/100). 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 17 data points above: read the rows that match what you are buying for.
How do Mappa and Willow compare on the numbers?
Mappa leads on headcount (132 against 17), LinkedIn following (261,268 against 11,676). Willow leads on agent readiness (50/100 against 41/100), domain rating (51/100 against 19/100), funding raised ($435M against $3.4M).
Read the full Mappa review and pricing or the Willow review and pricing. You can also browse other Mappa alternatives we track.