Freelance / Consulting

A solo CRO consultant went from $8k to $22k/mo by letting Claude run her Reddit pipeline

Solo consulting practiceIndependent CRO consultant

Single-operator Content Writer workflowLinkeddit MCP + Cal.com + NotionUsing get_user_profile for pre-call intelligence
$22k
Monthly retainer revenue
2.75x
Revenue growth / 5 months
11
Active retainer clients
6 wks
New-client waitlist

Hannah is a one-person consultancy. She doesn't want to build a newsletter, record video, or run ads. What she needed was a way to find founders actively stuck on conversion problems — and enough context to make a 20-minute free audit call actually worth it. Linkeddit MCP became her entire business development function.

Background

Hannah's referral engine had flatlined at 3 retainer clients for 14 months. She'd hit the ceiling of what her network could produce. She didn't have the appetite to 'build a brand' online. What she wanted was a repeatable way to find five founders a week who were actively debugging their checkout flow.

The problem

Conversion consulting is a trust business. No founder hires a CRO consultant off a cold email. But the same founders complain about their funnel constantly in r/ecommerce and r/shopify. The distance between 'founder complains about checkout drop-off' and 'founder pays Hannah $4k/mo' is entirely a pacing problem — can she get to them while the pain is fresh?

Pipeline configuration

Solo consulting practice runs 1 Linkeddit pipeline. Each one is scoped to a narrow set of subreddits and keyword patterns so the lead queue never turns into noise.

Active funnel pain

Subreddits
r/ecommercer/shopifyr/bigseo
Refresh cadence
Refreshed every 3 hours
Keywords
checkout abandonmentcart recovery emaillanding page feedbackconversion rate droppedShopify conversionpost-iOS14 conversion
Filters
  • Contactability score ≥ 70
  • OP must reference a specific number (CR%, AOV, etc.)
  • Thread age < 72 hours

AI Content Writer workflow

  1. 1.Voice-tuned on 25 of Hannah's own past replies — consultative, specific, zero pitchiness.
  2. 2.Drafts always lead with a tactical observation that costs Hannah nothing to share (e.g., 'on a Shopify 2.0 theme, your issue is almost certainly the hidden cart attributes breaking on certain devices').
  3. 3.Never mentions her services. The reply ends with 'happy to keep going if useful,' which is enough.
  4. 4.Replies over 180 words auto-rewrite shorter — Reddit tolerance is a real constraint.

Linkeddit MCP + AI integration

Before every call, Hannah runs a 2-minute Claude prompt that pulls the prospect's Reddit history, maps their likely tech stack, and drafts 3 opening questions. It's turned prep from 30 minutes to 5.

Linkeddit MCP tools used
  • search_leads— her morning dashboard
  • get_user_profile— baseline bio + niche tags
  • get_user_posts + get_user_comments— build a picture of their business before the call
External MCPs connected
  • Cal.com MCP — creates single-use audit booking links tied to the thread URL
  • Notion MCP — maintains a prospects database auto-populated from Reddit
  • Stripe MCP — reads current MRR to decide which retainer tier to pitch
Example Claude prompt
I'm about to jump on an audit call with u/<username>. Use get_user_posts + get_user_comments, infer what they sell, their approximate revenue, what platforms they use, and their primary conversion blocker. Give me 3 opening questions that prove I've done my homework without being creepy.

Want to run this workflow yourself? Set up the Linkeddit MCP server or connect via the Claude connector.

Daily rhythm

  • 7am — Hannah runs a 'morning brief' prompt that summarizes overnight leads in her inbox.
  • 8–9am — Replies to 2–3 threads from her personal account.
  • Before each call — 5-minute Claude pre-brief on the prospect.
  • Friday — Weekly Notion refresh of the prospects database with deal-stage updates.

Thread breakdown

A Shopify founder in r/ecommerce posted: 'CR dropped from 2.8% to 1.4% after the last theme update, losing my mind.' Linkeddit surfaced it at 38 minutes. Hannah's reply diagnosed the most likely cause (a common Shopify 2.0 theme caching bug on variant selection), offered a free 20-minute look, and got the DM inside an hour. $4.5k/mo retainer signed 9 days later.

Subreddits monitored

r/ecommercer/shopifyr/bigseor/Entrepreneurr/marketing

Results

  • Revenue grew 2.75x in 5 months, to $22k/mo across 11 active retainers.
  • Sales cycle compressed from 6 weeks (network referrals) to 11 days (Reddit inbound).
  • Now quotes a 6-week waitlist without any paid marketing.
  • Pre-call prep dropped from 30 minutes to 5 via the Claude brief.

Lessons

  • 1.The pre-call Claude prompt is the single highest-ROI prompt she runs. Prospects consistently remark 'you already get it.'
  • 2.Never link to a booking page in the first reply. Hannah's no-link replies convert 3x higher.
  • 3.Reply within 2 hours or skip the thread. 90% of her closed deals came from a same-day reply.

I don't do funnels, I don't do brand-building. I answer questions. Linkeddit finds the question, Claude preps me for the call, and my pipeline takes care of itself. I've never felt this much like a consultant and this little like a marketer.

Hannah Whitfield, Independent CRO Consultant

Run the solo-operator pipeline

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