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About

Miligram is contact intelligence for AI agents that gives Claude and ChatGPT verified work emails and direct phone numbers through one connector, directly inside the tools users already work with. It is delivered as an MCP server, so once the connector is added, Claude or ChatGPT can list the people at any company and pull their real contact details without requiring users to learn a separate application. Users can ask in plain language, such as requesting the team at a company or asking how to reach a specific founder, and their AI handles the rest. Miligram provides two tools: find_people, which finds people at a company, and find_info, which retrieves real emails and phone numbers for selected contacts. Entire teams can be found and their contact information retrieved in one call, supporting both individual prospecting and larger outreach workflows. Returned contact details are sourced and include clear confidence marks so users can understand the reliability of each result.

About

SignalHire is a contact data platform designed to help users find verified email addresses and phone numbers for professionals across industries. It provides real-time access to personal and business contact details, making it valuable for sales, recruiting, and marketing teams. The platform includes a powerful Contact Finder that delivers high-accuracy data, often exceeding 95% email reliability. Users can also leverage a large database of over 850 million profiles and 30 million companies to build targeted lead lists. SignalHire offers a browser extension that reveals contact information directly from websites and social media platforms with a single click. Additional features like email sequences and lead tracking enable users to automate outreach and convert prospects more efficiently. Overall, SignalHire streamlines the process of finding and connecting with the right people using verified, up-to-date data.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Sales, recruiting, research, and outreach teams seeking to find people at companies and retrieve verified work emails and direct phone numbers through their AI assistants

Audience

Sales professionals, recruiters, and marketers who need accurate contact data and automation tools to streamline prospecting and outreach

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$9 per month
Free Version
Free Trial

Pricing

$69/month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 4.7 / 5

Pros & Cons from Real Users

Pros

  • Honestly, before that I spent a lot of time searching for the right candidates. I spent hours combing through profiles, losing potentially great developers in a sea of information. Now I feel like I have a reliable navigator - I can see at a glance where to go. Finding the right people has become much faster, and most importantly, I've stopped going around in circles on the same profiles. It really saves a lot of time and nerves.
  • SignalHire really helped me find the right people for the job. The user-friendly interface and the ability to get contacts quickly made the process of finding candidates much easier.
  • SignalHire offers quick and efficient retrieval of contact information, including email addresses and social media profiles. Its user-friendly interface makes it easy to navigate and use. The tool proves effective in finding the right contacts, significantly saving time in the process. Overall, SignalHire is an excellent choice for those who value efficiency and speed in their recruitment efforts.

Cons

  • In the beginning we had to fiddle with customizing it for our vacancies. It does not always accurately determine the level of a specialist, especially if the profile is filled out in a non-standard way. Sometimes it gives candidates who are no longer looking for a job. Plus for small cities the sample may be too narrow. But these trifles pale into insignificance against the background of the overall usefulness of the tool.
  • SignalHire has a limited free version, making you have to buy a subscription for full use. Sometimes the candidate information is outdated, making the search less effective.
  • While SignalHire is generally a useful tool, it does have some drawbacks. Occasionally, the information provided, especially phone numbers, may not be entirely accurate. This can lead to some discrepancies in contact details, impacting the overall reliability of the data. Additionally, the effectiveness of the tool can vary depending on the quality of the data it has access to.

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Miligram
Founded: 2026
miligramai.com

Company Information

SignalHire
Founded: 2015
Poland
signalhire.com

Alternatives

Alternatives

Swordfish

Swordfish

Swordfish.ai
Hunter

Hunter

Hunter.io
RocketReach

RocketReach

RocketReach.co

Categories

Categories

Recruiting Features

Assessments
Background Screening
CRM
Interaction Tracking
Internal HR
Interview Management
Job Board Posting
Job Requisition
Onboarding
Recruiting Firms
Reference Checking
Resume Parsing
Self Service Portal

Integrations

Bullhorn
ChatGPT
Claude
Clay
Facebook
Gmail
Google Calendar
Google Chrome
Google Workspace
LinkedIn
Microsoft Outlook
Model Context Protocol (MCP)
Pipedrive
Reply
Salesforce
SourceWhale

Integrations

Bullhorn
ChatGPT
Claude
Clay
Facebook
Gmail
Google Calendar
Google Chrome
Google Workspace
LinkedIn
Microsoft Outlook
Model Context Protocol (MCP)
Pipedrive
Reply
Salesforce
SourceWhale
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