Prospect research and outreach coordination portal

An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.

1. Pick the riskiest assumption. Here: will sales teams and founders running outbound prospecting use it to solve "prospect research, personalized messaging and follow-up sit in separate tools, so outreach is inconsistent and duplicate contacts happen"?
2. Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
3. Run a paid pilot. Agree quality and outcome thresholds before the pilot using this measure: Qualified replies per outreach hour and duplicate contacts per campaign.
4. Measure, then decide. Track qualified replies per outreach hour and duplicate contacts per campaign; accepted-output rate; material error rate; reviewer correction time; actual repeat purchase. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Pilot scope: One approved sending domain and one connected mailbox; final message approval and send authorization remain human. Implement one approved input format, a bounded representative prospect set and the first two task modules: compile prospect lists from permitted sources; score and enrich leads by industry alignment and contact completeness. Support the third module with operator review: generate personalized outreach messages per prospect. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

After the MVP. Once paid pilots prove usefulness, automate repeatable reviewed steps and add one verified source integration. Expand supported inputs and prospect volume only after new evaluation cases pass. Build reusable customer configurations and recurring value reports around a reviewed outreach queue with approved messages and tracked follow-ups. Retain the explicit scope boundary: One approved sending domain and one connected mailbox; final message approval and send authorization remain human.

What the build depends on. Prospect upload and preview, asynchronous generation jobs, editable version history, reviewer access and tested export formats. High-fidelity outreach requires specialist sales QA. Obtain representative authorized cases, baseline measurements, qualified reviewers and a buyer-side decision owner. Specific limitation: One approved sending domain and one connected mailbox; final message approval and send authorization remain human.

Pricing to test

Test a USD 300-1,500 fixed pilot for one defined prospect package. Offer a monthly outreach allowance after repeat demand. Quote complex multi-channel or enterprise integrations separately. These are test prices, not market benchmarks. Package the initial sale as one bounded reviewed outreach queue with approved messages and tracked follow-ups. Recurring fees must specify volume, review depth and integration support. For exchanges, test a disclosed coordination or successful-service fee rather than holding customer funds. Reprice only after measuring real delivery labor; platform-build cost is separate from a commercial pilot fee.

Message to test

Reduce manual prospecting effort while keeping outreach accurate and coordinated. Demonstrate a concrete reviewed outreach queue with approved messages and tracked follow-ups using the buyer's approved example and show the baseline, corrections and actual delivery effort.

Where to find buyers

Sales teams and founders running outbound prospecting professional communities; specialist consultants serving this buyer; permissioned partner introductions; practical demonstrations at relevant trade or practitioner events.

Lead magnet

A reviewed sample reviewed outreach queue with approved messages and tracked follow-ups from a small authorized input set, with a transparent calculation of qualified replies per outreach hour and duplicate contacts per campaign and no promised savings.

The first 30 days

1. Week 1: interview five sales teams and founders running outbound prospecting and inspect a recent example of prospect research, personalized messaging and follow-up sitting in separate tools, so outreach is inconsistent and duplicate contacts happen.
2. Week 2: prepare a consented or synthetic demonstration of the three task modules.
3. Week 3: seek one bounded paid pilot with agreed baseline and acceptance criteria.
4. Week 4: measure qualified replies per outreach hour and duplicate contacts per campaign, reviewer effort and repeat-purchase interest. This is a demand-validation plan, not a thirty-day full-product delivery promise.

Paid pilot

Agree quality and outcome thresholds before the pilot using this measure: Qualified replies per outreach hour and duplicate contacts per campaign. Continue only if the buyer accepts the actual output, the intended job outcome improves without unacceptable errors, and measured delivery cost fits willingness to pay. Revise or stop if access is unavailable, qualified review cannot be provided, or apparent savings disappear after corrections and support. Use held-out cases when comparing model quality; use a properly reviewed comparison design before making causal claims. Record missing cases and negative results alongside successful outputs.

Success metrics

Qualified replies per outreach hour and duplicate contacts per campaign; accepted-output rate; material error rate; reviewer correction time; actual repeat purchase.

Retention and expansion

Repeat the workflow when the buyer again needs a reviewed outreach queue with approved messages and tracked follow-ups. Retain permissioned settings and reviewed examples, report realized value honestly, and sell increased volume or adjacent approved workflows only after contribution margin and quality remain acceptable.

Why clients would pick it

A reusable library of approved message styles, campaign rules and review examples, together with reliable delivery for a narrow sales niche. Build a permissioned library of representative prospect cases, reviewer corrections and verified operating constraints for sales teams and founders running outbound prospecting. Repeatable delivery and useful integrations matter more than access to a base model.

Alternatives and positioning

Selix AI, Fuzzy AI, SignalLEMO - Ai Outreach Made Simple, freelancers, sales agencies and manual spreadsheet outreach. Compare this product with the buyer's present method on qualified replies per outreach hour and duplicate contacts per campaign. Offer a bounded paid workflow instead of claiming broad autonomous expertise. Market uniqueness and competitor coverage are not verified.

Main delivery costs

Generation attempts, enrichment lookups, storage, reviewer hours, client revision rounds and licensed prospect data. Additional initial validation requires representative authorized sample preparation, buyer interviews, buyer-side evaluation and bounded validation of a reviewed outreach queue with approved messages and tracked follow-ups. Track cost per accepted output, including correction work, unsuccessful cases and support.