SpecialistAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
SpecialistAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Dovetail records 238,937 monthly visits with -5.1% month-over-month growth and Contact for Pricing pricing. Semafind records 846 monthly visits with 0% growth and Contact for Pricing pricing.

Independent AI, ML and data science research & engineering consultancy
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dovetail.com | semafind.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 238.94K (238,937) | 846 (846) |
| MoM Traffic Delta | -12.89K (-5.1%) | +846 (0%) |
| Primary Market & Share | 🇺🇸 United States (44.9%) | 🇺🇸 United States (72.2%) |
| Direct Visits / mo | 129.81K | 237 |
| User Rating | 4.6 | 4.1 |
| Supported Platforms | Website | Website |

AI-native customer intelligence platform that turns every customer conversation into context
Ingests text, documents, audio and video, then transcribes, translates, diarises and OCRs it so every interview, call and screenshot becomes searchable evidence.
Feedback is indexed, classified into themes, topics and sentiment, embedded for semantic search and synthesised into summaries that connect thousands of conversations.
Create data-backed replicas of customer segments to ask questions against, and let agents turn customer signals into automated, traceable action.
MCP connectors expose Dovetail context to Claude, Cursor, ChatGPT, Copilot, Slack and Teams so other assistants work from real customer evidence.

Independent AI, ML and data science research & engineering consultancy
Bespoke algorithms and models built for problems that generic tools cannot solve, from computer vision to recommendation systems.
A structured ideation, prototype and integration process designed to de-risk research-heavy projects before full rollout.
Products including SemaReader for semantic reading and knowledge-graph creation, and SemaDB, a vector database for similarity search.
Hands-on data analysis, anomaly detection and predictive modelling engagements shaped around specific business goals.
SpecialistAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
SpecialistAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.

SpecialistAutomates qualitative customer interviews and research studies at scale, excelling at live conversation synthesis over static document coding.
SpecialistAutomates qualitative customer interviews and research studies at scale, excelling at live conversation synthesis over static document coding.
SpecialistRuns AI-moderated qualitative research interviews and simulated user studies, specializing in primary data collection over feedback storage.
SpecialistRuns AI-moderated qualitative research interviews and simulated user studies, specializing in primary data collection over feedback storage.

Automatically extracts and groups customer feature requests, tying them directly to revenue rather than deep interview synthesis.
Automatically extracts and groups customer feature requests, tying them directly to revenue rather than deep interview synthesis.

SpecialistCaptures and analyzes video surveys and customer interviews, specializing in rich multimedia consumer insights rather than text repositories.
SpecialistCaptures and analyzes video surveys and customer interviews, specializing in rich multimedia consumer insights rather than text repositories.
Free / Open-sourceCommunity hub for data science, machine learning and AI practitioners
Free / Open-sourceCommunity hub for data science, machine learning and AI practitioners

AI-driven software group building RegTech, biometrics and fintech products for enterprises
AI-driven software group building RegTech, biometrics and fintech products for enterprises

SpecialistConducts voice and chat-based qualitative customer interviews, automatically turning transcripts into structured insight reports.
SpecialistConducts voice and chat-based qualitative customer interviews, automatically turning transcripts into structured insight reports.

Applied AI engineering and consulting for enterprise deployments

Unifies multichannel customer feedback into ranked product issues, focusing more on quantitative issue tracking than Dovetail's qualitative tagging.
Unifies multichannel customer feedback into ranked product issues, focusing more on quantitative issue tracking than Dovetail's qualitative tagging.
SpecialistGenerate data-backed personas, digital twins and synthetic research on demand
SpecialistGenerate data-backed personas, digital twins and synthetic research on demand

AI & machine learning consulting that ships production systems
AI & machine learning consulting that ships production systems