Agency vs Panelprep
Agency vs Panelprep, compared side by side on 11 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: Agency is on 58/100 and Panelprep on 1/100.
Where each one leads
Agency
- our overall score: 58/100 against 1/100
- agent readiness: 35/100 against 29/100
Panelprep
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Agency | Panelprep |
|---|---|---|
| What it is | Agency builds custom AI Agents that operate 24/7/365, offering consulting, development tools, and an observability platform to help businesses automate. | Panelprep is an AI-powered multi-agent panel that provides live AI interview simulations and generates scored, rubric-anchored reports. |
| Category | Agentic AI, AI Agents, Autonomous Systems, Consulting | AI Agent, Multi-Agent Systems, Conversational AI, Voice AI |
| Sells toBusiness model | B2B | B2C |
| Offering | Services | Software |
| Founded | 2023 | Not published |
| Headquarters | San Francisco, United States | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | Agency | Panelprep |
|---|---|---|
| Employees | 519 | Not published |
| Headcount growthLast 12 months | -2.3% | Not published |
| Total funding | $20.0M | Not published |
| Latest round | Series A | Not published |
| LinkedIn followers | 7,597 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Agency | Panelprep |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 58/100 | 1/100 |
| Traction | 57/100 | Not published |
| Team | 30/100 | Not published |
| Search visibility | 30/100 | Not published |
| Quality | 68/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | F (35/100) | F (29/100) |
| Domain ratingLink authority, 0-100 | 27/100 | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Agency | Panelprep |
|---|---|---|
| Hosting | Vercel | Vercel |
| CDN | Cloudflare | Vercel |
| Frameworks | Next.js, Tailwind CSS | Next.js, Bootstrap |
| Analytics | Google Analytics 4, Google Tag Manager | Not detected |
| Support stack | HubSpot | Not detected |
| Open source | Yes | No |
Product and pricing
| Measure | Agency | Panelprep |
|---|---|---|
| Key features | Custom AI Agent Building, AI Agent Consulting Services, AgentOps Observability Platform, Vetted AI Agents Directory, Rapid Workflow Automation, Cost Reduction & Revenue Boost | Not published |
Agency vs Panelprep: common questions
Which is better, Agency or Panelprep?
On our 0-100 score Agency rates higher (58/100 against 1/100). 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 11 data points above: read the rows that match what you are buying for.
How do Agency and Panelprep compare on the numbers?
Agency leads on our overall score (58/100 against 1/100), agent readiness (35/100 against 29/100).
Read the full Agency review and pricing or the Panelprep review and pricing. You can also browse other Agency alternatives we track.