Zero to Launch · Session 04 · Wed Sep 16, 2026
Unfair Advantage
From customer evidence to the words that ship
Ship AIPhoenix, ArizonaPress → to begin
What Ship AI is
Builders showing each other the work.
- Builders & founders
- Phoenix
- Free program sessions
Ship AI program sessions and public decks, guides, and skill files are free to access. Tool subscriptions and API usage may have their own costs.
Your host
Santos Hernandez
Founder & Host
Founder and Lead Product Engineer building agentic AI systems.
- $0→$12MARR at ZBD
- EU #1MiCAR approval
- 26 + D.C.money-transmitter licenses
Started Ship AI so Phoenix builders have a room to show the work. Career figures are host-provided context.
You chose the audience. Tonight we find the edge and give it words.
Evidence becomes a claim. The claim becomes the homepage, profiles, pinned post and pitch.
Tonight
- 01Bring forward the audience and evidence
- 02Define the terms and map the competition
- 03Build, test and compress one sharp claim
- 04Adapt the claim for the site, socials and pitch
- 05Ship the surface, then launch at the hackathon
Sponsors & community partners
WorkuityPlatinum sponsor · Venue
desicGold sponsor · AI deployment
AutomationInterns.comGold sponsor · Everyday AIWorkuity hosts the room. desic and AutomationInterns.com help keep every session free and public.
Sponsors
Somebody funds the free part
Ship AI is seeking sponsors. Published tiers run $1,000–$10,000. Cash, credits and hours all count. Custom arrangements are welcome.
shipai.club · Free program sessions
Where we are
- Aug 5GTM Engineering
- Aug 19Zero to $3,000
- Sep 2Outbound Agents
- Sep 16Unfair Advantage
- Oct 7Ship the Surface
- Oct 14Agentic Growth
- WeekendHackathon
Six Wednesdays feed the Oct 17–18 launch weekend. Every session stands alone, and late arrivals can still compete.
Act one
Find the language
Start with what customers say, do and compare. Do not start with a blank headline.
If you do not know how to win, get closer
- Go where they arefind the room
- Hear the problemsave their exact words
- Trace the workaroundwatch what they do next
- Rank the painfrequency × severity × intent
Read the subreddits, reviews, support threads, Discords and call notes where customers already talk without your survey framing.
Capture the task, the frustration and the moment it becomes urgent. Their language is better raw material than your category jargon.
Look for spreadsheets, manual cleanup, support calls, migration plans and products they are considering instead.
Prioritize problems that repeat, cost time or money, and make someone actively search for another way.
Competitor research tells you what companies claim. Customer research tells you where they fail—and what customers will switch to fix.
The switching moment is public
“I’m done” + a named alternative + a migration question: pain, competitor and buying trigger in one post.
The workaround is the product brief
Slow pages, noisy screens, poor reports, support failure, errors and a spreadsheet workaround. Each complaint points to an outcome.
Pain → product · 01 / 01
The strongest solution mirrors the complaint
Immad · Mercury Books launch thread · X
- Categorize and reconcile transactions as they happen—not weeks after month-end.
- Banking, cards, bill pay and invoices feed the books automatically.
- Ask what changed or where the money went; get a plain-language answer.
- Bring your own bookkeeper or work with a partner.
The product story reverses the pain customers already described: less waiting, less manual cleanup and less report hunting.
Research the problem space
- Talk to five peopleAsk them to show you the last time the problem happened.
- Watch the current workflowCapture the tools, handoffs, delays and manual fixes.
- Mine public painRead communities, competitor reviews and “how do I…” searches.
- Trace switching intentSave alternative mentions, migration questions and spreadsheet workarounds.
You do not need users to have evidence. Label direct quotes, public evidence and your own inference separately.
Five columns, filled from evidence
- Whocarry it forward
- Situationthe scene before you
- Alternativewhat happens today
- Outcomethe change they want
- Proofthe receipt
Paste the audience from last session. B2B uses company, role and trigger. B2C uses behaviour, context and intent.
Write a moment they recognise: reconciling three systems on Friday, or playing a mobile game during a commute.
Copy the real workaround: spreadsheet, agency, another app or nothing. Name a competitor only when customers do.
Show the before and after. “Faster” is vague. “Close the weekly report before lunch” is visible.
Attach a number, screenshot, customer sentence or demo. Without a receipt, mark the outcome as a hypothesis.
Keep the exact words. They become the hero and pinned post.
Same brief, different filters
| B2B | B2C | |
|---|---|---|
| Who | Company + role | Behaviour + context |
| Why now | Hire, migration, backlog | Intent, habit, life moment |
| Alternative | Manual work or an agency | Another app or workaround |
| Action | Report, call, pilot | Download, try, buy |
Do not force a consumer into an account-based template. The logic is shared; the evidence and the next action are not.
A thirty-minute evidence pull
| Target | Collect | Example | |
|---|---|---|---|
| 10 phrases | Copy the customer’s words | “Slow,” “noisy,” “hard to see” | |
| 5 alternatives | Name what they use or consider | Sage Cloud, spreadsheets, manual entry | |
| 3 proof items | Save evidence you can show | Quote, screenshot or timed task | |
| 1 costly objection | Find what blocks the switch | “How easy is it to transfer data?” |
Link every source and keep the exact words. Stop when the same pains repeat.
Act two
Find the edge
Define the layers, map the competition, then build one outcome competitors cannot claim with the same proof.
Three layers, three jobs
| Layer | Job | Contains | |
|---|---|---|---|
| Positioning | Choose the frame | Audience, alternative, category, edge | |
| Value proposition | Promise useful value | Outcome + reason to believe | |
| Tagline | Make it memorable | The shortest public expression |
A tagline can carry the value proposition. It cannot replace the positioning. Now inspect what the market already says.
Competitive intelligence finds the edge
- Name the fieldgive the agent a starting list
- Reverse-engineer the pitchcollect their public claims
- Define the contrastsay why you are better
List three to five competitors with URLs. Add the category, audience and real alternatives customers use today.
Capture each tagline, value proposition, positioning, CTA, pricing and proof. Quote the source and date it.
Document where they win, what users say sucks and where you are superior. Attach proof to every advantage.
Start with a list, not a blank research request. The agent investigates; you decide which differences matter.
Skills to stack
- marketing:competitive-analysisMap messaging, category, pricing, content and public proof.
- sales:competitive-intelligenceBuild battlecards, objections, talk tracks and landmine questions.
- agent-browserInspect homepages, pricing, changelogs, demos and reviews.
- /positioning-briefTurn the comparison into your sharp edge, claim and receipt.
Public research works alone. CRM, documents and call transcripts add the evidence competitors cannot publish.
Copy this prompt
- ContextWe sell [product] to [audience] when [trigger]. Our site is [URL].
- CompetitorsResearch [A + URL], [B + URL] and [C + URL]. Add an alternative only when evidence supports it.
- CollectFind each tagline, value proposition, positioning, CTA, pricing, proof and recurring customer complaint.
- CompareShow where they win, where we win and which claims still need proof. Cite and date every source.
End with the artifact you need: a messaging matrix, one-page battlecards and three positioning recommendations.
Grok Bot for competitive research
- Create the BotJob: track competitors and deliver a sourced change brief.
- Connect sourcesSign in to the websites, files and tools it needs.
- Run one real briefGive it the competitor list, sources, output and approval limits.
- Correct, then saveTurn the working process into a reusable Skill.
- Add a RoutineRun it weekly after the second good result.
The Bot owns the job. The Skill stores the method. The Routine starts it. Keep publishing behind approval. Source: xAI Grok Bot Docs, Sep 2026.
Feature → outcome → proof
| What it does | What they get | What proves it | |
|---|---|---|---|
| B2B | Opportunity report | Know what to automate first | Prioritised report before a paid build |
| B2B | Team builds and runs it | Ship without staffing an AI team | A production workflow doing the job |
| B2C | Rewards app | Turn playtime into cash | $5 minimum cashout |
| B2C | Daily quests | Earn more from the same games | Up to 1,500 bonus ggbucks a day |
Competitor research found the open space. Read right to left to make sure your product and proof can occupy it.
Agents expand.
Operators compress.
- Generate wide
- Approve narrow
An agent gives you options, not judgment. Keep the breadth. Own the cuts.
The operator’s job is subtraction
- 40 plausible draftsthe agent explores
- 12 distinct anglesduplicates removed74%
- 3 evidence-backed claimsswap + receipt tests62%
- 1 line a stranger repeatshuman approved43%
Agents produce volume cheaply. Your value is reducing it to one true, useful and memorable line.
Design is still a human problem.
A candidate is not a USP yet
| Classification | What to do | |
|---|---|---|
| AI-powered | Table stakes | Cut it from the hero |
| Dedicated team | Category claim | Show ownership and a shipped system |
| $5 cashout | Differentiator candidate | Benchmark the alternatives |
| Paid in minutes | Outcome candidate | Prove it with payout data and reviews |
A USP must pass both competitor and receipt checks. Until then, call it a candidate.
Four tests before a claim ships
- Swapcan a competitor say it?
- Receiptcan you show it?
- Relevancedoes this audience care?
- Repeat-backcan a stranger retell it?
Put the nearest competitor’s name over yours. If it still works, it describes the category—not your edge.
Point to the number, screenshot, customer sentence or demo. No receipt means no present-tense claim.
Read it beside the situation from act one. The sharpest claim in the wrong room is still dull.
Show the line for five seconds, hide it, then ask what the product does. Their version is the result.
The claim survived the market test. Now make it easy for a stranger to understand and repeat.
Write in eighth-grade English.
- Short words
- Short sentences
- One idea at a time
Respect the reader; reduce the load. Plain English travels farther across sites, socials and spoken pitches.
Writing tip · 01 / 01
Borrow from aircraft manuals
ASD-STE100 · Simplified Technical English
- Keep instructions near 20 words and descriptions near 25.
- Give one word one meaning; prefer “start” over “commence.”
- Use active voice and one instruction per sentence.
Grade level is a readability target. STE is stricter. Borrow the discipline, then test the language on real B2B and B2C examples.
B2B teardown: specificity lives in the CTA
Current hero
- Transform Your Business With AI.
- Every consultancy can say it
- The buyer and the job are invisible
- The report carries the useful detail
Working direction
- Find where AI will pay off before you fund a build
- For teams still running critical work by hand
- Free opportunity report as the first action
- Still needs a verified buyer and proof point
Working direction only. Move the concrete value hiding in the CTA into the first claim a stranger sees.
B2C teardown: keep the line, stack the proof
The line works
- Play games. Get paid.
- Immediate activity and payoff
- Readable in one second
- Do not rewrite clarity for novelty
Reasons to believe
- Cash out from $5
- PayPal, Venmo or gift cards
- 500+ games
- Real payout reviews near the action
The hero need not carry the whole brief. Keep the strong line; place concrete proof directly below it.
Act three
Make the surface pack
One source of truth travels across the site and socials. The words change; the promise does not.
Two useful one-liner shapes
B2B
- For [role] at [company]
- who [situation + trigger]
- we help [outcome]
- unlike [alternative], [edge + proof]
B2C
- For people who [behaviour]
- and want [payoff]
- [product] lets them [action]
- with [edge or proof]
These are drafting rails. The final hero should sound like the customer, not a worksheet.
The shapes, filled in
B2B · desic
- For operations leaders whose teams still move critical work through inboxes and spreadsheets, desic finds the AI workflow with the fastest payoff before they fund a build.
B2C · Scrambly
- For people who already play mobile games, Scrambly turns that time into cash with more than 500 games and withdrawals from $5.
Each line carries the audience, situation, outcome and proof. The homepage can compress it further.
One brief, four surfaces
- Positioning briefAudience, situation, outcome, edge, proof.
- Homepage heroWhat it is, who it is for, one action.
- ProfileThe same promise, compressed for discovery.
- Pinned postThe proof story and the next step.
Tonight approves the source copy. Oct 7 turns it into a site and profiles ready for launch.
B2B surface pack · working example
- HeroFind where AI will pay off before you fund a build.
- SubheadA free report maps the manual work, the likely payoff and what to automate first.
- LinkedIn bioAI strategy and engineering built around the work, then run in production.
- Pinned postPaste your website. Get the opportunity report. Use one finding even if you never hire us.
Teaching drafts only. Each surface advances the same idea while doing a different job.
B2C surface pack · provided case example
- HeroPlay games. Get paid.
- SubheadEarn from games and quick surveys. Cash out to PayPal, Venmo or gift cards from $5.
- Social bioPlay games, take quick surveys, cash out from $5.
- Pinned postShow the first payout, the time it took and the download link. Proof first, promotion second.
The wording gets shorter as the surface gets smaller. The promise, proof and action stay aligned.
Same idea, different job
| Job | Constraint | Pass test | |
|---|---|---|---|
| Hero | Orient and move | One claim + one action | Understood in 4 seconds |
| Bio | Be found and qualified | One or two lines | Matches the hero |
| Banner | Leave one memory | Six to eight words | Readable on a phone |
| Pinned post | Demonstrate the claim | One proof story + CTA | Next step is obvious |
Consistency is not repetition. It means a stranger never has to reconcile four promises.
The action must fit the business
B2B ladder
- Analyze the website
- Receive the report
- Choose one opportunity
- Scope a pilot
B2C ladder
- Download the app
- Complete the first activity
- Reach the first $5
- Cash out
Ask for the next credible step. Do not make a cold visitor leap to the final outcome.
Elevator pitch
Say who you help.
Say what your business does.
- At events: earn the next question
- Written or video: about 4 seconds
Give people enough context to ask the next question. Test the short version with the intended audience; four seconds is an exercise constraint, not a universal attention limit.
Act four
Say it, test it, hand it off
If the promise survives sixty spoken seconds, it is ready for the build—and the launch.
Sixty seconds, five beats
- Situationa scene they recognise
- Whosay who it is for
- Outcomedeliver the one-liner
- Edge + proofone claim, one receipt
- Askthe next credible action
Open on the customer’s Tuesday, not a market-size statistic. Give the listener a scene they can picture.
Name the audience. B2B uses role and company. B2C uses behaviour and moment of intent.
Say the change before the machinery. If you stumble over the sentence, rewrite it.
Use the strongest claim and its receipt. One number or customer sentence is enough.
Ask for the report, scoping call, download or first activity. “Let me know” is not an ask.
Exercise target: 120–150 spoken words. Record it once, transcribe the stumble, cut the setup and keep the proof.
B2B pitch · five beats in motion
- Situationmanual work, unclear priority
- Whooperations leaders
- Outcomefind the fastest payoff
- Edge + proofrank live processes
- Askpaste in the website
Most service businesses know AI could remove manual work, but they cannot tell which workflow is worth funding first.
We help operations leaders whose teams still move critical work between inboxes, spreadsheets and disconnected tools.
Our free opportunity report shows where automation can save time, reduce errors and produce the fastest payoff.
Unlike a generic strategy deck, it starts with your live processes and ranks each opportunity by effort and return.
Paste in your website. We will send the report, then help you scope one workflow if the numbers hold.
Read the five sentences as one paragraph. The labels are training wheels.
Build the source of truth
/positioning-brief
reading customer evidence…3 claims tested, 1 sharp edgewrote 04-positioning/brief.md
Carries forward the audience, alternative, outcomes and proof. Inferences stay marked until somebody verifies them.
Try the reusable skill
Run one useful example.
Use the prepared task and inspect the draft against the source facts.
Choose a task, then run the example.
Then say it out loud
/pitch-doctor
5 beats, 2 audiencescustomer cut: 136 wordswrote 04-positioning/pitch.md
Builds the spoken version from the brief, changes the ask by audience, reports the word count and cuts the part you stumble on.
Leave with these, or stay in the room
- One evidence sheetTen phrases, five alternatives, three receipts, one objection.
- One claim stackFeature, outcome, edge, proof — with weak claims visibly cut.
- One surface packHero, subhead, bio, banner line, pinned-post outline and CTA.
- One pitchUnder 150 words, recorded once, with a real ask.
These feed Ship the Surface on Oct 7, then the public launch at the Oct 17–18 hackathon.
Before Oct 7
- Three strangersRun the five-second repeat-back test.
- One customerVerify the situation and wording.
- One proof gapCapture the missing screenshot, number or quote.
- Freeze this versionBring approved copy to the build.
The next session begins at page structure. Freeze the current words long enough to build and test them.
Positioning is a working theory.
Refine it as you talk to more customers.
- New language
- New objections
- Stronger proof
Ship the clearest version you can defend today. Change it when repeated customer evidence gives you a better answer.
Hackathon · Oct 17–18
This is where the words become a launch.
Workuity Biltmore · Free · Teams of 1–4 · Submit by noon Sunday. Judging: shipped 40%, receipts 30%, growth engine 20%, craft 10%.
shipai.club · Free program sessions
Sponsors & community partners
WorkuityPlatinum sponsor · VenuedesicGold sponsor · AI deploymentAutomationInterns.comGold sponsor · Everyday AIWorkuity hosts the room. desic and AutomationInterns.com help keep every session free and public.
Sponsors
There's room on the sponsor wall
Ship AI is seeking sponsors. Published tiers run $1,000–$10,000. Cash, credits and hours all count. Custom arrangements are welcome.
shipai.club · Free program sessions
Say hi
- X@5antoshernandezBuild in public — arguments welcome.
- Discorddiscord.gg/kZSJMNveYMWhere tonight's links, slides, and skills land.
- Work with medesic.xyzWant systems like these built and run for you? That's my team.
Everything is open source — the deck, the skills, the template repo. Take it all.
Feel the fear and do it anyways.
Next
Ship the Surface — Wed Oct 7, Workuity Biltmore
Build the site and check the core journey a stranger actually follows. Bring tonight's approved words; leave ready for the hackathon.
shipai.club · Free program sessions