10,499
Tools tracked
91% have a score
12 search & research tools ranked daily by real signals — traffic, GitHub stars, AI assistant referrals, user reviews. Click through for pricing, alternatives, and per-tool deltas.
| 137.9K |
| ★1.0(1) |
| 16.5K |
| 1 |
| 1 |
| Open Sourcefrom $45/mo |
| 2 |  VectorizeSearch & Research3/3 | 43 Top 2% #7 in Search & Research 9.0 | Traffic14 GitHub63 Community53 Momentum20 | 146.4K | ★3.2(6) | 18.1K | 0 | 2 | freemiumfrom $0.25 |
| 3 |  Milvus — AI Vector DatabaseSearch & Research1/3 | 33 Top 5% #19 in Search & Research | Traffic15 GitHub0 Community4 Momentum100 | 583.3K | — | — | 1 | 2 | — |
| 4 |  GPT ResearcherSearch & Research2/3 | 30 Top 5% #25 in Search & Research | Traffic20 GitHub60 Community29 Momentum22 | 18.1K | ★1.0(2) | 28.2K | 0 | — | Free |
| 5 |  Deta Surf — AI BrowserSearch & Research2/3 | 29 Top 10% #30 in Search & Research | Traffic21 GitHub60 Community23 Momentum24 | 19.3K | — | 3.5K | 0 | — | open-source |
| 6 |  AI EditorSearch & Research2/3 | 29 Top 10% #31 in Search & Research | Traffic26 GitHub10 Community21 Momentum12 | 865 | — | 1.8K | 0 | — | open-source |
| 7 |  Wordlift — AI SEO ToolSearch & Research2/3 | 28 Top 10% #34 in Search & Research 2.0 | Traffic0 GitHub40 Community14 Momentum20 | 61.2K | — | 112 | 0 | 1 | Freemiumfrom €799/yr |
| 8 |  Scribbr — AI Content DetectorSearch & Research1/3 | 25 Top 10% #47 in Search & Research | Traffic0 GitHub0 Community0 Momentum0 | 7.3M | ★5.0(2) | — | 0 | 5 | Open Sourcefrom $8.33/mo |
| 9 |  INK — AI Writing AssistantSearch & Research2/3 | 21 Top 25% #85 in Search & Research | Traffic0 GitHub10 Community21 Momentum0 | 9.1K | — | 1.3K | 0 | — | Open Sourcefrom $1/mo |
| 10 |  PhonePi MCPSearch & Research2/3 | 20 Top 25% #103 in Search & Research | Traffic8 GitHub0 Community10 Momentum0 | 1.3K | ★3.4(5) | 35 | 0 | — | Paid |
| 11 |  TavilySearch & Research2/3 | 18 Top 50% #133 in Search & Research | Traffic0 GitHub10 Community7 Momentum0 | 1.5M | ★5.0(2) | 12 | 0 | 4 | Freemiumfrom $0.008/mo |
| 12 |  SEOJuicev5.1.0Search & Research1/3 | 5 #466 in Search & Research | Traffic24 GitHub0 Community0 Momentum7 | 0 | ★2.3(3) | — | 0 | — | Open Sourcefrom $19.99/mo |
10,499
Tools tracked
91% have a score
338
Open source
3% of total
9,541
Scored this week
From the daily recompute cron
474
Categories
Across the catalog
4.3 (91)