OpenOutreach

OpenOutreach finds B2B leads from a description of what a business sells and who it wants to reach. An LLM turns that description into searches, then candidates from a licensed B2B data provider are assessed individually. Each selected lead includes a written reason for its fit, and the site says leads without such a reason are not sent. Results arrive by email within one business day, in the message and as a CSV attachment. The CSV includes full name, title, company, LinkedIn URL, and reason, but no email addresses. OpenOutreach provides a list rather than contacting the people on it. The free sample offers 10 leads once per person without an account or card. Additional leads cost $0.10, paid once, with a minimum order of 100 leads and no subscription. The public GPLv3 OpenOutFind software can be installed and run on a user's own machine with their own LLM and lead-data keys, without a ten-lead cap. OpenOutreach says descriptions are used to run searches and write reasons, not resold, published, or used for training.

OpenOutreach provides a reasoned lead list by email and CSV, rather than an outreach campaign. Its free sample is limited, and additional leads require a minimum order.

OpenOutreach may suit businesses that can describe a specific product and target buyer and want a reasoned list of potential B2B leads. It does not suit users expecting the service to send outreach or provide email addresses in the sample list.

OpenOutreach is a description-driven B2B prospecting service for teams that want a short, explainable list of potential buyers. It fits operators who can define a narrow audience and are prepared to handle qualification and outreach themselves. The main trade-off is clear: you receive researched names and context, not contact details or an automated campaign.

Overview

You describe your product and the kind of buyer it serves. An LLM converts that brief into searches, while candidates from a licensed B2B data provider are assessed individually against the request. Every included lead has a written explanation of its fit; rows without a reason are excluded. That extra rationale makes the output more reviewable than an unannotated export, particularly for a specialized audience.

Within one business day, the list arrives by email, both inline and as a CSV attachment. The CSV contains full name, title, company, LinkedIn URL, and the reason for selection. This is a research handoff rather than a prospecting database or campaign runner. OpenOutreach says it does not contact the people it finds, and the sample contains no email addresses; work-email lookups reportedly resolve only about a third of the time.

Key features

• Description-led qualification: A precise buyer description gives the service a concrete standard for judging each candidate. Broad or vague briefs weaken that advantage, and the maker may request clarification when a description is too thin.
• Reasoned lead rows: Each selected person includes a written fit explanation. That gives a salesperson a starting point for review and prioritization instead of forcing them to infer relevance from title and company alone.
• Email and CSV delivery: Receiving the same results in the message and in a structured attachment suits quick inspection and downstream spreadsheet work. Delivery within one business day is useful for small, deliberate list requests, not time-critical campaign operations.
• Self-hosted option: OpenOutFind, the list-making project, is public under GPLv3. You can install it and run it on your own machine with your own LLM and lead-data keys, without the stated ten-lead cap. That offers control for technically capable users, but shifts setup and operating responsibility to them.
• Privacy position: Descriptions are used to run searches and write reasons, and the service says they are not resold, published, or used to train anything. That is relevant when the buyer brief contains commercially sensitive positioning.

Pricing

The Free sample costs nothing and supplies 10 leads once per person, with no account or card required. It is a sensible fit for evaluating match quality before committing, but the one-time cap is too small for a sustained pipeline.

Additional leads cost $0.10 per lead, charged once, with a minimum order of 100 leads and no subscription. The minimum therefore makes the smallest paid order $10. This suits a buyer who already knows the targeting brief works and wants a larger batch without a recurring renewal. It is less suitable if you need occasional single leads or expect the service to provide outreach infrastructure.

Platforms

OpenOutreach is offered as a web service and can also be self-hosted. The hosted route minimizes technical work; self-hosting is the better fit for users who want to supply their own model and data-provider credentials and manage the finder themselves.

Who it's for

Choose it if you sell to a definable B2B audience and value an explanation for every prospect. It is particularly practical for founders, researchers, and small sales teams that can review LinkedIn profiles, locate contact details separately, and write their own messages.

Look elsewhere if you need verified email coverage, automatic sequencing, or hands-off follow-up. OpenOutreach stops at the list and does not send outreach, so campaign execution remains your job.

Pros and cons

• Pros: Individual fit reasons make prioritization more defensible; the free sample requires no account or card; one-off paid ordering avoids a subscription; GPLv3 self-hosting enables control over model and data keys.
• Cons: Ten free leads are available only once per person; paid orders start at 100 leads; the CSV has no email addresses and work-email resolution is limited; no outreach or follow-up is sent.

Alternatives

LeadConnect is the better choice when LinkedIn execution matters: its extension and web plans include daily invitations and message credits, with a Professional plan at $25.95 a month. Pick Outroh when a web-based freemium outreach product with a no-card, cancel-anytime free plan is preferable.

LeadsRocket suits Windows users who want campaigns, connections, messages, CSV import/export, analytics, and a limited 60-day trial. Relinta is a stronger fit for a LinkedIn workflow with workspaces, account management, and lead limits, including a free Starter plan for one workspace and up to 1,000 leads.

GrowChief is an open-source option spanning API, desktop, web, and self-hosted use. Kommentify is aimed at AI-assisted LinkedIn engagement through comments, posts, reactions, and warm-lead imports. LinkedRadar is for users seeking priced invitation, InMail, optimization, and campaign quotas. Scalry fits teams wanting a paid web workspace with CRM, pipeline, invoicing, and AI-credit allowances.

For a broader set of campaign-focused services, browse LinkedIn Automation Software.

Verdict

OpenOutreach is a good recommendation for a technically comfortable B2B seller who wants a small, reasoned prospect list and can do the contact-finding and messaging afterward. Its strongest differentiator is the fit explanation attached to every row, while its decisive weakness is that the handoff contains no email addresses and stops before outreach. Choose it for focused research; choose another platform when campaign automation or richer contact data is the priority.