Market
Live product catalog & traffic/revenue benchmarks · Updated Nov 15
Business Operations/Agency & Freelancer Operations·Client portals, projects, invoicing and delivery for agencies, consultants and freelancers.
- Products
- 1,316
- +18 this week
- With traffic
- 358
- 81 over 10K/mo
- Total monthly visits
- 19.4M
- Top 3 account for 36%
Key Findings
- -1.4%
MoM traffic change for Agency & Freelancer Operations
Browse by use case → - 3
sites doubled traffic two months in a row
View products → - 77%
of revenue-verified products have under 10K monthly visits
View products → - 96%
of sites get most traffic from Direct
239 sites with channel data · View products →
Market Structure
Low Traffic sites form the largest tier (73%); domains registered within the past year make up 41%.
Site Tiers
1,315 websites · Hover for rules
Monthly Visits
358 websites
Recent Growth
Grew every recent month · banded by the slowest month · from ≥100 visits
Domain Age
<1 year: 538
Acquisition & Regions
Channels and regions rest on 239 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (51%).
Primary Channels
239 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel
- Organic Search83%
- Direct23096%
- Referrals00%
- Social Media00%
- Paid Ads00%
- AI Assistants1<1%
Top Countries & Regions
230 websites · Latest channel month per site · by top region
Positioning & Form
Most commonly targets Freelancers (63% of classified benchmark products); Web App is the most common delivery form (97%).
Target Audience
1,315 classified products with traffic/revenue · multi-select
Product Form
Delivery form stated on website · multi-select
Host Platform Ecosystem
Host platforms for extensions, apps, or bots
AI Adoption & Role
1,057 analyzed websites · Hover for rules
50%offer AI capabilities · 532 products
Revenue
Most common verified MRR band is $1K–10K (29%); 11 products earn $10K+ MRR; median MRR per 1K monthly visits is $313.26.
Revenue Distribution
35 verified revenue · 0 without traffic data
Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $313.26
Revenue Movers
Oct 2026 vs prior month · prior month ≥$1,000
Top Gainers
Top Decliners
1 comparable products: 0 up ≥10%, 1 down ≥10%
Sub-use Cases
Most common sub-use case is Invoicing with 574 products (44%).
Popular Sub-use Cases
1,316 classified products · multi-select
Launches & Pricing
799 products launched in the last 12 months, led by Product Hunt; Freemium is the most common pricing model with $14.77/mo median entry price.
Launch Timeline
All launches in the last 12 months · pale bar is this month so far
Launch Channels
1,247 products with launch records
| Channel | Products | Top 10% visits | ≥10K visits | Revenue |
|---|---|---|---|---|
| Product Hunt | 1,069 | <5K | 5% | 7 |
| BetaList | 74 | 18K | 14% | 2 |
| Show HN | 37 | 36.8K | 11% | 0 |
| TrustMRR | 27 | <5K | 4% | 13 |
| Fazier | 9 | — | 0% | 0 |
| Uneed | 9 | — | 11% | 0 |
| Findly.tools | 6 | — | 0% | 0 |
| IndiePage | 6 | — | 0% | 0 |
| DevHunt | 5 | — | 20% | 0 |
| App Store | 3 | — | 33% | 0 |
Pricing Models
Entry price is lowest monthly paid tier
| Pricing model | Products | Revenue | Median entry |
|---|---|---|---|
| Freemium | 438 | 1% | $14.77 |
| Subscription | 392 | 6% | $19.22 |
| Free | 88 | 0% | — |
| One-time | 46 | 0% | $37.8 |
| Usage-based | 15 | 13% | — |
| Contact Sales | 12 | 17% | — |
Monthly Entry Price
780 products, excluding <$5
Notable Products
High-growth sites
With a launch record
Verified revenue
- PlutioOne App. One AI. Zero Busywork.$19.8K66.9K/mo
- ChatDashDeliver Voice AI agents under your brand$18.2K13.2K/mo
- 100PercentMarketContent & SaaS Solutions Built to Scale$2,437<5K/mo
- Client OneGet Clients. Get Paid. Watch Your Revenue Grow.$1,9096.3K/mo
- DueflyManage projects. Track time. Grow your revenue.$1,539<5K/mo
- OrchestraStart growing your agency today—without a complicated setup.$1,187<5K/mo
Newly registered
Domain < 3 months · with a launch record
- Next MilePaste your website. Get 3 businesses to pitch today.<5K/mo
- OnGridGrow the business. Not the chaos.<5K/mo
- FreelanceDeskFreelanceDesk offline client · time · invoice desk<5K/mo
- ScopeLockrDid your client ask for work you never agreed to?<5K/mo
- PracticoraToday and overdue 0<5K/mo
- CabineQuote faster. Staff accurately. Protect your conference margins.<5K/mo
Low traffic, earning
< 10K monthly visits
- TwoSquaresMarketing should make your business the easiest choice.$867.66<5K/mo
- AgenSeaYour Entire Creator Agency. One Dashboard.$682.6<5K/mo
- RuneyRun your business in one place$121.17<5K/mo
- Gestão DevCrie proposta, contrato, cobrança e tarefa mandando mensagem no WhatsApp.$57.62<5K/mo
- Dog Walker CentralYour dog-walking business. Connected from meet and greet to payment.$46<5K/mo
- KatoAI workspace for client-service teams. Connect tasks, meetings, client records, retainers, invoices, and the next action in one place.$36<5K/mo