A 10-page free excerpt of the full A$39 Playbook. Includes the 5-stage pipeline overview, 10 of the 50 production prompts, and the economic argument for paid-per-use AI tooling.
How to read this. Scroll through it now, no signup required. If you find it useful, drop your email at the bottom and we will send you the link to grab the full A$39 version when it launches plus our discount code for the first 100 buyers.
Page 1
The premise
Cold outreach in 2026 is structurally broken. You have two bad options:
Pay $99 to $1,500 per month for tools like Clay, Smartlead, or Lemlist that bundle a subscription floor onto features you may use 1-2 days a month.
Write personalized openers by hand, at 8 to 15 minutes per opener, which is fine until you need to scale past 50 prospects.
This playbook is the third option. Use AI for the 90 percent of research-and-pattern-matching work, keep humans in the loop for the final 10 percent (review and send), and pay only when you run a job.
Page 2
The five-stage AI outreach pipeline
1. LIST → sourcing prospect data
(Apollo, Clay, customer-lookalike searches)
2. ENRICH → pulling per-prospect facts
(homepage, LinkedIn, press, funding)
3. PERSONALIZE → AI-generated opener + fit + pain points
(this is where AI wins)
4. SEQUENCE → designing the 5 to 7 touches
(subject lines, follow-ups, breakup)
5. TRIAGE → classifying inbound replies
(hot, warm, not-now, wrong person)
Most teams treat stages 1, 3, and 5 as one workflow inside a single tool (Clay, Smartlead, etc.). That bundling is what makes them expensive. Pull each stage out, pay only for the stage you need, when you need it.
Page 3
Why short openers win
The going length of a winning cold opener has compressed to two sentences. Past two, reply rate falls off a cliff. The opener's job is not to close. It is to earn the next 30 seconds of attention.
Internal Sumo data on 1.5 million sales emails put the optimal opener length at 50 to 125 words for the whole email, and about 25 to 40 words for the opener itself.
The structural formula:
Sentence 1: One specific, observable reference to the target's business.
Sentence 2: A question that the seller's product happens to answer.
You are a B2B SDR writing a cold opener.
Seller pitch: {{your pitch}}
Target homepage content: {{cleaned HTML}}
Write a 2-sentence opener that:
1. References one specific, observable detail about the target's business
2. Asks one smart question about a pain point your seller's product solves
3. Uses no em-dashes or en-dashes
4. Sounds like a smart consultant, not a desperate sales rep
Return only the opener text. No preamble.
Prompt 2: LinkedIn-post-based opener
You are a B2B SDR writing a LinkedIn DM.
Target's most recent LinkedIn post: {{post text}}
Seller pitch: {{your pitch}}
Write a 2-sentence opener that:
1. Acknowledges their post (no flattery, just a thoughtful response)
2. Connects to a pain point your seller's product solves
3. Asks for a 5-min chat next week
Return only the opener. No preamble.
Prompt 3: Funding-trigger opener
Target just raised: {{funding stage}} {{amount}} from {{investors}}
Seller pitch: {{your pitch}}
Write a 2-sentence opener congratulating them but making a specific point about how teams at their stage typically need {{your solution}}. Use no em-dashes.
The full prompts (plus 40 more covering reply triage, sequence content, and fit scoring) are in the A$39 full version.
Pages 8 to 9
The economic argument
The going rate for AI personalization features bundled into outreach tools:
Tool
Entry AI tier (USD/month)
Annual commitment
Clay
$149
Yes
Smartlead Pro
$97
Monthly minimum
Lemlist Pro
$79
Monthly minimum
Apollo Custom Pro
$99
Monthly minimum
Instantly + AI
$47
Monthly minimum
If you only run AI personalization 1-4 times a month, every one of these is overpriced for your usage. The economically rational pricing model is pay-per-result.
Sample monthly budgets at the same 500-prospect volume:
Clay subscription: $149 baseline, regardless of whether you ran 50 or 500 prospects
This pay-per-use stack: $75 if you ran 500 prospects, $0 if you skipped a month entirely
Page 10
Quick-start: your first AI-personalized campaign
Get an Anthropic API key. 90 seconds at console.anthropic.com. $5 free credit on signup is about 250 free runs.
Build a list of 50 prospects. Apollo Basic ($59/mo) is the cheapest credible source. Customer-lookalike searches beat cold lists by 2-3x.
Write your seller pitch. One paragraph. Concrete beats vague. "We cut SaaS waste 30 to 45 percent" beats "we help with optimization."
Run them through the AI Sales Personalizer. Free demo on the home page. Generate openers in seconds.
Spot-check the top 10. Make sure each opener references an actual observable detail. Reject any that hallucinate.
Push enriched list to Smartlead or Lemlist for sending. Use Smartlead's free tier or your own SMTP if you have under 100 emails/day.
Wait 7 days. Measure reply rate. 8 to 12 percent is excellent. 4 to 8 percent is good. Under 4 percent means revisit the seller pitch.
Want the full Playbook?
The full A$39 version has 25 pages, all 50 prompts, the full reply-triage decision tree, the sequence templates for touches 2 to 7, and the Notion template. Drop your email below and we will send you a 30 percent discount code as one of the first 100 buyers.
Or skip the wait and grab everything now
The full Playbook (A$39) plus all 6 Cancel Costs products are live now on the pricing page. The AI personalizer free demo is on the home page. The Cancel Costs full-audit engagement (A$2,500 to A$15,000) is at cancel-costs-audit.