ποΈ PRODUCT DATABASE
Product Intelligence Database
Access all 3,800+ AppSumo products with advanced filtering, tier analysis, and CSV export
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Tier Rating System
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Strategy Recommendations
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Revenue Analytics
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CSV Export
Product Opportunity Rating System
Our algorithm evaluates products based on Validation over Competition. We combine three weighted metrics to identify proven markets and actionable opportunities for indie developers.
Scoring Algorithm
50%
π° Revenue Volume
Market size validation. If it doesn't make money, nothing else matters.
30%
π₯ Sales Velocity
Growth momentum based on review count (proxy for traffic and engagement).
20%
π Pricing Power
High ticket prices signal premium customers and higher margins.
Tier Ratings (S/A/B/C/D)
π Tier S (90-100) - Market Dominant
These are category leaders. Study them religiouslyβthey define the market standard.
π₯ Tier A (75-89) - High Potential
Strong cash flow validation. Prime targets for learning successful patterns.
π₯ Tier B (50-74) - Validated Market
Profitable but crowded. Requires strong differentiation to compete.
π₯ Tier C (25-49) - Niche/Early
Emerging or long-tail products. Higher risk, proceed with caution.
πΏ Tier D (<25) - Noise
Insufficient data or validation. Recommend skipping.
π― Action Strategies
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Disrupt
High Rev + Low Rating
Users hate this software but pay anyway. Fix the bugs, capture the market.
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High-Ticket
Price > $59 + Proven Sales
Boring B2B tools for rich industries. High margins, lower churn.
π οΈ
Micro-SaaS
Low Price + Good Rating
Simple tools solving one problem well. Great for SEO traffic plays.
πͺ
Unbundle
Bloated Feature Set
Take one feature from a complex tool and make it 10x better/faster.
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Rising Star
New Launch + High Velocity
Just launched and growing fast. Catch the wave early.
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Noise
Low Signal
Insufficient data or validation. Filtered out to save your time.
π‘ Pro Tip: AppSumo "Leaders" are often small-pond champions, not Google-scale giants. This makes them perfect blueprints for indie developers to learn from and improve upon.
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Product Intelligence
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| Product | Tier | Strategy | Price | Reviews | Est. Rev | $/Review |
|---|---|---|---|---|---|---|
 build-it-yourself | 4.74 | S | πHigh-Ticket | $499 | 188 | $938,120 | $4,990 |
 finance | 4.85 | S | πHigh-Ticket | $149 | 814 | $1,212,860 | $1,490 |
 marketing-sales | 4.68 | S | πHigh-Ticket | $149 | 671 | $999,790 | $1,490 |
 media-tools | 4.43 | S | πHigh-Ticket | $199 | 220 | $437,800 | $1,990 |
 marketing-sales | 4.84 | S | πHigh-Ticket | $99 | 1092 | $1,081,080 | $990 |
 media-tools | 4.64 | S | πHigh-Ticket | $189 | 184 | $347,760 | $1,890 |
 operations | 4.54 | S | πHigh-Ticket | $159 | 278 | $442,020 | $1,590 |
 productivity | 4.86 | S | πHigh-Ticket | $275 | 111 | $305,250 | $2,750 |
 operations | 4.8 | S | πHigh-Ticket | $89 | 894 | $795,660 | $890 |
 build-it-yourself | 4.94 | S | πHigh-Ticket | $89 | 862 | $767,180 | $890 |
Showing 1-10 of 100 products