11,134
Tools tracked
93% 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) |
| 16.8K |
| 2 |
| 1 |
| Open Sourcefrom $45/mo |
| 2 |  VectorizeSearch & Research3/3 | 45 Top 1% #6 in Search & Research 1.0 | Traffic10 GitHub63 Community52 Momentum20 | 146.4K | ★3.2(6) | 23.7K | 0 | 2 | freemiumfrom $0.25 |
| 3 |  Scribbr — AI Content DetectorSearch & Research1/3 | 39 Top 5% #13 in Search & Research 2.0 | Traffic23 GitHub0 Community10 Momentum50 | 7.3M | ★5.0(2) | — | 2 | 5 | Open Sourcefrom $8.33/mo |
| 4 |  AI EditorSearch & Research2/3 | 37 Top 5% #16 in Search & Research 14.0 | Traffic26 GitHub60 Community21 Momentum32 | 865 | — | 1.8K | 0 | — | open-source |
| 5 |  GPT ResearcherSearch & Research2/3 | 33 Top 5% #22 in Search & Research | Traffic20 GitHub40 Community29 Momentum2 | 18.1K | ★1.0(2) | 29.4K | 0 | — | Free |
| 6 |  Deta Surf — AI BrowserSearch & Research2/3 | 32 Top 5% #27 in Search & Research | Traffic21 GitHub40 Community23 Momentum4 | 19.3K | — | 3.6K | 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 | — | 111 | 0 | 1 | Freemiumfrom €799/yr |
| 8 |  PhonePi MCPSearch & Research2/3 | 27 Top 10% #39 in Search & Research | Traffic8 GitHub40 Community11 Momentum20 | 1.3K | ★3.4(5) | 36 | 0 | — | Paid |
| 9 |  INK — AI Writing AssistantSearch & Research2/3 | 22 Top 25% #91 in Search & Research | Traffic3 GitHub10 Community24 Momentum0 | 9.1K | — | 1.3K | 0 | — | Open Sourcefrom $1/mo |
| 10 |  TavilySearch & Research2/3 | 18 Top 50% #169 in Search & Research | Traffic0 GitHub10 Community8 Momentum0 | 1.5M | ★5.0(2) | 15 | 0 | 4 | Freemiumfrom $0.008/mo |
| 11 |  Milvus — AI Vector DatabaseSearch & Research1/3 | 17 Top 50% #200 in Search & Research | Traffic7 GitHub0 Community8 Momentum0 | 583.3K | — | — | 0 | 2 | — |
| 12 |  SEOJuicev5.1.0Search & Research1/3 | 5 #481 in Search & Research | Traffic24 GitHub0 Community0 Momentum7 | 0 | ★2.3(3) | — | 0 | — | Open Sourcefrom $19.99/mo |
11,134
Tools tracked
93% have a score
338
Open source
3% of total
10,336
Scored this week
From the daily recompute cron
474
Categories
Across the catalog