Screenshot of the Referral Lead Engine interactive demo
Screenshot of the interactive demo, on sample data

Referral Lead Engine

A closed loop where AI content attracts leads and the same system qualifies them against specific partner criteria, reducing manual triage to near zero.

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For
Referral partners at boutique B2B service providers
Solves
Domain experts waste hours on content creation and manual lead screening before earning referral commissions.
Delivers
Published authority content and pre-qualified lead summaries with scores and context
Built in
about 3 weeks of creation time, MVP in 3 days
Investment
$6,500 for the MVP, $23,000 for the full product
Run it
Inside your business, or as part of your offer to clients
01

What it does

For referral partners at boutique B2B service providers, turn niche expertise and inbound emails into pre-qualified, referral-ready lead summaries.

  1. Define niche and partner referral criteria.
  2. Schedule AI-written articles and newsletters.
  3. Read incoming emails and attachments.
  4. Score leads against partner criteria.
  5. Package qualified leads into one-page summaries.
  6. Forward summaries to partners with copy to user.

What goes in, what comes out

What the customer puts in
  • Niche definition
  • Partner list with referral criteria
  • Inbound emails
  • Attachments

AI drafts, people review. Transparent opportunity matching and shortlist platform.

What the customer gets
  • Published authority content
  • Pre-qualified lead summaries with scores
  • Context
02

How it works

The workflow

  1. In
    Start with

    Niche definition, partner list with referral criteria, inbound emails and attachments

  2. 1

    Set niche

  3. 2

    Configure partner criteria

  4. 3

    Publish content

  5. 4

    Monitor inbound emails

  6. 5

    Score leads

  7. 6

    Review summaries manually

  8. 7

    Forward qualified leads to partners

  9. Out
    Finish with

    Published authority content and pre-qualified lead summaries with scores and context

AI does the heavy lifting, people stay in charge

Use language models to research trends, write articles and extract needs from emails and attachments. Score leads against structured partner criteria with deterministic checks for budget and timing. A human reviews every lead summary before forwarding to partners.

What your team sees

Key screens: Niche setup, content calendar, lead inbox, qualification queue. Use a dashboard with a content schedule on the left and a lead feed on the right. Let users open each lead to see a scorecard against partner criteria. Display qualification status, budget signals and a one-page summary. Provide a forward action with partner details and audit trail. In this product, the first view is niche setup, followed by content calendar and lead inbox.

Accounts and administration

User accounts for niche owner and partners, content versions, lead statuses, approval states, audit trail for forwarded leads, and permission controls for partner visibility.

Integrations and data access

Email inbox (Gmail or Outlook), website CMS, newsletter tool, and CRM for partner forwarding.

03

How we build it

We build with our own AI software development factory, so most implementations take days to a few weeks of creation time, not months. You see working software at every step, and exact timing depends on availability.

  1. 1

    Scoping call

    Day 1

    Thirty minutes on your process, your data and how you want to run it: for your own team, or for your clients. You get a fixed scope and price for the MVP.

  2. 2

    MVP

    3 days

    One buyer segment, one recurring use case. Manual review in the loop. Built by our AI software factory.

  3. 3

    Paid pilot

    4 days

    Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

  4. 4

    Full product

    7 days

    Self-serve onboarding, billing, monitoring and the wider integration set.

  5. 5

    Run and improve

    Monthly

    We host, monitor and improve it for a fixed monthly fee, or hand it over to your team. How the retainer works.

Why we start with an MVP

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 referral partners at boutique B2B service providers use it to solve "domain experts waste hours on content creation and manual lead screening before earning referral commissions"?
  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. Run a 30-day pilot with three partners, tracking baseline lead conversion rates before and after.
  4. Measure, then decide. Track percentage of qualified leads accepted by partners and time saved per lead compared to manual screening. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. One niche with three referral partners, a simple site with five AI-written articles, and a single inbound qualification workflow that forwards scored leads for manual review before partners see them.

After the MVP. Automate lead scoring with partner feedback loops, add voice call qualification, and expand to multiple niches with shared content and lead routing.

What the build depends on. Reliable email parsing APIs, language model access for content and scoring, and a structured database for lead criteria and audit logs.

04

Investment

A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.

  1. Phase 1

    MVP

    One buyer segment, one recurring use case. Manual review in the loop.

    $6,500 · about 3 days of creation time

  2. Phase 2

    Paid pilot

    Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

    $7,000 · about 4 days of creation time

  3. Phase 3

    Full product

    Self-serve onboarding, billing, monitoring and the wider integration set.

    $9,500 · about 7 days of creation time

Indicative total, MVP to full product$23,000about 3 weeks of creation time · start with the MVP from $6,500

Running costs per month

A rough indication of monthly hosting and AI model costs once it is live, not tested. Real costs depend on usage, file sizes and the models chosen.

StageHosting and infrastructureAI usageTotal per month
MVP and paid pilotabout 3 customers$30–$60$40–$90$70–$150
Full productabout 50 customers$110–$210$280–$560$390–$770
05

Run it or resell it

Internally

For your own team

Referral partners at boutique B2B service providers run it inside the business: niche definition, partner list with referral criteria, inbound emails and attachments in, published authority content and pre-qualified lead summaries with scores and context out, reviewed by your people.

For your clients

As part of your offer

Agencies, consultancies and software companies can offer it to their own clients under their brand. We build and maintain it; you sell and deliver it.

Your brand, or this one

Run it under your own brand, or start from this concept style.

  • primary#91275f
  • accent#54c98d
  • surface#f1e4eb
  • ink#22201e
Headings
Archivo
Text
Lora
Voice
Direct, upbeat, outcome-focused
Selling it to your own clients: the go-to-market playbook

Pricing to test

Test a flat monthly retainer of USD 500 per partner plus USD 50 per qualified lead, with a pilot of three partners.

Message to test

Turn your expertise into a steady stream of pre-qualified referral leads without writing or screening.

Where to find buyers

LinkedIn groups for niche recruiters and M&A advisors, referral network forums, and direct outreach to boutique B2B service providers.

Lead magnet

A free lead quality audit showing how many current inquiries meet partner criteria.

The first 30 days

  1. Week 1: Define niche and partner criteria, set up email intake.
  2. Week 2: Build content agent and publish five articles.
  3. Week 3: Configure lead scoring and manual review workflow.
  4. Week 4: Test with ten real leads and refine scoring.

Paid pilot

Run a 30-day pilot with three partners, tracking baseline lead conversion rates before and after. Decision: if at least 20% of AI-qualified leads convert to referrals, expand to more partners.

Success metrics

Percentage of qualified leads accepted by partners and time saved per lead compared to manual screening.

Retention and expansion

Partners stay because the retainer covers a continuous flow of vetted leads; renewals depend on maintaining lead quality and adding new partners to the niche.

Why clients would pick it

The partner-specific scoring criteria and historical lead quality data become proprietary, making it harder for competitors to replicate the exact qualification accuracy.

Alternatives and positioning

Manual content creation with email triage and spreadsheet scoring; this differs by automating both content and qualification in one workflow with transparent scoring.

Main delivery costs

AI inference for content and lead scoring, hosting for site and email processing, and human review time for the first hundred leads.

06

Safeguards

Limit lead forwarding to approved partners, require human approval before any send, keep audit trail of all scoring decisions, and never auto-send without user review. Must not share raw contact details without consent.

Get this solution built

Built for you by our AI software factory, MVP in about 3 days. Tell us about your business and how you want to run it: inside your company, or as part of what you offer your clients. We reply within one working day.

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