SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Deep Search records 359,001 monthly visits with -52.7% month-over-month growth and Paid pricing. Dotient records 0 monthly visits with 0% growth and Paid pricing.

Local-first semantic file search that finds your files by what they look like
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | deepsearch.bio | dotient.com |
| Pricing Model | Paid | Paid |
| Monthly Visits | 359K (359,001) | 0 (0) |
| MoM Traffic Delta | -400.69K (-52.7%) | 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (11.5%) | 🌐 Global (—) |
| Direct Visits / mo | 43.32K | 0 |
| User Rating | 3.8 | 4.4 |
| Supported Platforms | Website | Website |

AI-enriched people profiles built from the public web, with sources you can verify
Enter a name, add optional context like company or location, and pick the right person from a list of matching profiles before generating anything.
Roles, companies, career arcs, likely location, education and web mentions are assembled into one readable dossier rather than scattered across sites.
Each statement in the summary is linked to the public page it came from, so you can verify facts instead of trusting an opaque model output.
Ask clarifying questions about a person's projects, roles or public statements and get answers grounded in the collected sources.

Local-first semantic file search that finds your files by what they look like
Describe a file by what it looks like and find it without relying on filenames, tags or folder structure.
Quantized vision and text models are downloaded locally, so indexing and search run without an internet connection and files stay on your device.
Browse your whole archive as a node graph where edges form from file similarity and clusters are detected automatically for labelling.
Group related assets into named collections to build mood boards, reference sets or task-oriented file dumps.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.

Free / Open-sourceA free, AI-powered academic search engine for 240M+ papers across every scientific field
Free / Open-sourceA free, AI-powered academic search engine for 240M+ papers across every scientific field

SpecialistA paid, ad-free search engine that answers to its users
SpecialistA paid, ad-free search engine that answers to its users
Free / Open-sourceLocal-first AI memory that makes your videos, audio and documents searchable
Free / Open-sourceLocal-first AI memory that makes your videos, audio and documents searchable

Free / Open-sourceAI reverse image search with face, place, and duplicate detection
Free / Open-sourceAI reverse image search with face, place, and duplicate detection

Converts natural language hiring prompts into ranked candidate lists, focusing heavily on recruiting rather than general OSINT research.
Converts natural language hiring prompts into ranked candidate lists, focusing heavily on recruiting rather than general OSINT research.

Locates public social profiles and professional leads, but lacks Deep Search's deep OSINT background verification reports.
Locates public social profiles and professional leads, but lacks Deep Search's deep OSINT background verification reports.

Free / Open-sourceReverse face search across the public web, with strong privacy guardrails
Free / Open-sourceReverse face search across the public web, with strong privacy guardrails

Free / Open-sourceTracks digital footprints and usernames across thousands of online platforms, offering a specialized open-source alternative for OSINT investigations.
Free / Open-sourceTracks digital footprints and usernames across thousands of online platforms, offering a specialized open-source alternative for OSINT investigations.

Private, on-device AI search for everything on your Mac
Private, on-device AI search for everything on your Mac

Aggregates social media activity into background check reports, similar to Deep Search but with a focus on investigative dossiers.
Aggregates social media activity into background check reports, similar to Deep Search but with a focus on investigative dossiers.

Free / Open-sourceAI file sorter that renames and files your documents from a plain-English prompt