CEO OPERATING PRINCIPLES

These five principles guide every decision across product, growth, and operations. When in doubt, return to the doctrine.

Women First. Always.
Every product decision, every growth channel, every event format must prioritise the female experience. Female supply determines platform health. Every decision that affects gender ratio must prioritise women. If women love SPARK, men will follow.

Density Beats Scale.
100 active users in Thonglor is worth more than 1,000 users spread across Bangkok. Do not expand until density is achieved in core zones. Concentrate before expanding.

Meetings Beat Matches.
A match that never becomes a meeting is a failure. One great first-date story shared on Instagram is worth 50 paid ads. Optimise every product mechanic for real-world meetings, not digital engagement.

Stories Drive Growth.
Every meeting generates a story. Every story generates referrals. Build content capture into every event and every match. Stories are the primary acquisition channel. Engineer stories at every event.

Community Beats Advertising.
Paid ads can acquire users. Community retains them. Connectors, ambassadors, and yoga studios will outperform Meta ads in the first 6 months. Build the community first. Advertising amplifies what already works — it does not create it.

The Founder Is the Network.
Until strong network effects exist, you must personally engineer activity. You are the product.

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25 Founder Operating Rules

#	Rule	Category
1	Never launch a new district until the previous one has hit density	Growth
2	Every new user gets 3 curated matches within 24 hours	Liquidity
3	Female ratio must never drop below 50%	Supply
4	Attend every event for the first 90 days	Operations
5	Respond to every safety report within 1 hour	Safety
6	Never position Sparks as pay-to-date	Brand
7	Recruit 10 female users per day in person	Growth
8	Every event must generate minimum 20 social posts	Content
9	Check dashboard metrics every morning before 9am	Operations
10	Never scale paid ads before WOM rate is ≥20%	Growth
11	Conduct 5 user interviews per week	Product
12	Never hire before PMF is confirmed	Operations
13	Every meeting must generate content or referral	Growth
14	Male users who behave badly are removed immediately, no exceptions	Safety
15	NPS below 40 is a product emergency	Product
16	Never expand to a new city until Bangkok has passed the PMF gate	Growth
17	The founder must be the most active user on the platform for the first 90 days	Operations
18	Every event must have a female host present	Safety
19	No event runs with less than 45% female attendance	Operations
20	Manually curate matches in Weeks 1–4, no exceptions	Liquidity
21	Review all metrics every Monday before any other task	Operations
22	Any metric in red for 7 days triggers the Pivot Decision Tree	Growth
23	Do not raise funding or expand to a new city during a crisis	Operations
24	Publish monthly safety transparency report	Safety
25	The goal of every phase is density, not scale	Growth

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The 25 rules are not suggestions. They are operating constraints. Each rule exists because a specific failure mode has been observed in comparable marketplace launches. The rule prevents that failure.

#	Rule	Why It Exists	Failure It Prevents
1	Never launch a new district until the previous one has hit density	Premature expansion dilutes density and kills liquidity	Ghost-town dynamics in multiple districts simultaneously
2	Every new user gets 3 curated matches within 24 hours	First experience determines D7 retention	Users churn after seeing no matches on Day 1
3	Female ratio must never drop below 50%	Female supply determines platform health	Male-heavy platform → women disengage → men leave → collapse
4	Attend every event for the first 90 days	Founder presence creates energy and trust	Events feel corporate and lifeless without founder
5	Respond to every safety report within 1 hour	Safety incidents destroy female trust permanently	One mishandled incident → viral negative press → female exodus
6	Never position Sparks as pay-to-date	Brand perception determines female willingness to join	"Pay-to-date" positioning kills female acquisition
7	Recruit 10 female users per day in person	Female supply must be actively manufactured	Organic female acquisition is too slow in Phase 1
8	Every event must generate minimum 20 social posts	Events are content engines, not just social events	Events with no content generate no organic acquisition
9	Check dashboard metrics every morning before 9am	Early detection prevents small problems becoming crises	Metrics left unchecked for 3 days = 3 days of compounding damage
10	Never scale paid ads before WOM rate is ≥20%	Paid ads before WOM = paying full price for every user	Burning budget on acquisition that organic growth would provide for free
11	Conduct 5 user interviews per week	Qualitative data reveals what metrics cannot	Building features users don't want; missing obvious friction
12	Never hire before PMF is confirmed	Premature hiring creates overhead that kills runway	Running out of money before product works
13	Every meeting must generate content or referral	Meetings are growth events, not just product outcomes	Meetings happen but don't compound into growth
14	Male users who behave badly are removed immediately	Male behaviour determines female retention	One bad actor → multiple female churns
15	NPS below 40 is a product emergency	NPS is the leading indicator of retention and referral	Ignoring low NPS until retention collapses
16	Never expand to a new city until Bangkok has passed the PMF gate	Multi-city operations before PMF = diluted focus	Failing in two cities instead of succeeding in one
17	The founder must be the most active user on the platform for the first 90 days	Founder activity manufactures early network effects	Platform feels empty without founder-driven activity
18	Every event must have a female host present	Female host signals safety and comfort	Women feel unsafe at male-hosted events
19	No event runs with less than 45% female attendance	Gender ratio is the product at events	Male-heavy events → women don't return → event programme collapses
20	Manually curate matches in Weeks 1–4, no exceptions	Algorithm cannot work without sufficient density	Users receive zero or poor matches → Day 1 churn
21	Review all metrics every Monday before any other task	Weekly rhythm prevents drift	Metrics drift unnoticed for weeks → crisis
22	Any metric in red for 7 days triggers the Pivot Decision Tree	7 days of red = structural problem, not noise	Hoping a structural problem resolves itself
23	Do not raise funding or expand to a new city during a crisis	Crisis requires full founder attention	Fundraising during crisis = distracted founder + worse crisis
24	Publish monthly safety transparency report	Transparency builds female trust	Silent moderation = female users assume nothing is being done
25	The goal of every phase is density, not scale	Density produces quality; scale produces noise	Chasing user count while liquidity collapses

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This is the founder's daily operating manual. Every day has a structure. Deviation from this structure is permitted only when a red flag requires immediate attention — and in that case, the red flag becomes the entire day's priority.

DAILY RULE: The founder's time is the most valuable resource in the company. Every hour must be allocated to the highest-leverage activity. This schedule is designed to maximise leverage across acquisition, community, product, and operations.

Daily Time Allocation

Time Block	Focus	Specific Actions	Time
Morning (7–9am)	Metrics & Intelligence	Check all 11 dashboard metrics. Flag any red flags. Review overnight installs and gender ratio. Read 5 new user profiles. Curate 3 matches manually. Reply to all user messages.	2 hours
Mid-Morning (9am–12pm)	Acquisition & Outreach	Connector DMs: 3–5 personalised messages. Influencer conversations: 1–2 per day. Community partnership follow-ups. Respond to all partnership enquiries. Review paid social performance.	3 hours
Afternoon (12–3pm)	Product & Operations	Review app feedback and support tickets. Conduct 1 user interview (5 per week). Review event bookings and attendance. Plan next event. Review content pipeline.	3 hours
Late Afternoon (3–6pm)	Strategic Work	Weekly: review cohort data, update war plan, plan next week. Daily: prepare for evening community activity. Review influencer content. Respond to media enquiries.	3 hours
Evening (6–10pm)	Community Building	Attend 1 social venue in Thonglor/Ekkamai. Recruit 2–3 connectors in person. Observe user behaviour. Introduce SPARK to 3–5 people. Capture 1 piece of social content.	4 hours
Night (10–11pm)	Growth Analysis	Review day's metrics vs. targets. Update war plan if needed. Plan tomorrow's priorities. Identify any emerging red flags.	1 hour

Weekly Priority Calendar

Day	Primary Focus	Non-Negotiable Actions
Monday	Marketplace Health	Review all metrics. Set 3 weekly priorities. Activate any protocols triggered by red flags.
Tuesday	Influencer & Partnerships	Review content pipeline. Brief 2 creators. Identify new nano-influencer candidates.
Wednesday	Product & User Research	2 user interviews. Review onboarding funnel. Prioritise top 3 product improvements.
Thursday	Community & Connectors	Meet 2–3 super-connectors. Attend community event. Identify new female acquisition channels.
Friday	Partnerships & PR	Venue relationship management. Media outreach. Review weekly metrics vs. targets.
Saturday	Events & Observation	Attend SPARK event. Observe user interactions. Collect qualitative feedback.
Sunday	Strategy & Planning	Weekly retrospective. Update war plan. Plan next week. Review cohort data.

Monthly Founder Priorities

Month	Primary Objective	Key Milestone
April	Build the foundation	1,000 users, ≥50% female, NPS ≥35
May	Activate the referral engine	3,000 users, referral rate ≥20%, PMF gate ready
June	Launch offline events	First 3 events, NPS ≥45, event fill rate ≥80%
July	Build event momentum	8 events/month, repeat attendance ≥25%, WOM ≥30%
August	PMF gate evaluation	All 8 PMF metrics green. Scale or pivot decision.
September	Scale or pivot	20,000 users or pivot executed. Series A preparation.

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One page. Six months. Everything the founder needs to know about what to do and when.

This is the single-page summary version of the War Calendar. Print it. Put it on your desk. Review it every Monday morning.

Month	Date	User Target	Meetings/Week	Primary Focus	Non-Negotiable	Success Gate
Month 1	Apr 2026	500 users	10/week	Manual curation + connector recruitment	NPS ≥35, female ratio ≥50%	500 users, 20 connectors live
Month 2	May 2026	1,500 users	30/week	Referral engine + influencer content	Referral rate ≥20%, D30 retention ≥22%	PMF app gate: all 4 metrics green
Month 3	Jun 2026	3,000 users	50/week	First 3 offline events	Event NPS ≥45, event fill rate ≥80%	3 events run, female referral rate ≥30%
Month 4	Jul 2026	5,000 users	100/week	Event momentum + WOM engine	8+ events/month, WOM ≥30% of installs	Tipping point reached
Month 5	Aug 2026	8,000–12,000	200/week	PMF gate evaluation	All 8 PMF metrics green	Scale or pivot decision made
Month 6	Sep 2026	Scale or pivot	—	Series A or pivot execution	Honest PMF evaluation	Series A deck ready

What Changes Each Month

The founder's primary activity shifts dramatically across the six months. Understanding this shift is critical — doing Month 1 activities in Month 3 is as damaging as doing Month 3 activities in Month 1.

Month	The Founder Is...	The Founder Is NOT...
Month 1	Chief Matchmaker — personally curating every match	Running paid ads or scaling acquisition
Month 2	Referral Engineer — building the WOM loop	Worrying about revenue or monetisation
Month 3	Event Producer — making every event exceptional	Expanding to new districts or cities
Month 4	Growth Architect — scaling what is working	Manually curating matches (the algorithm does it now)
Month 5	Data Analyst — evaluating PMF with brutal honesty	Ignoring bad metrics or rationalising poor data
Month 6	Fundraiser or Pivot Executor — moving fast	Staying in operational mode

The Three Phases of Founder Focus

Phase A: Manufacture (Months 1–2). The founder is the product. Every match is personal. Every user is known by name. Growth is manufactured through sheer founder effort. This phase ends when referral rate exceeds 20%.

Phase B: Accelerate (Months 3–4). The founder is the event producer and growth engineer. Events replace manual curation as the primary meeting mechanism. WOM begins to compound. This phase ends when the tipping point (5,000 users) is reached.

Phase C: Evaluate (Months 5–6). The founder is the strategist. The product runs itself. The founder's job is to evaluate PMF honestly and either scale aggressively or pivot decisively. This phase ends with a fundraise or a pivot.

WAR CALENDAR RULE: The most common founder mistake is staying in Phase A mode during Phase B. If you are still manually curating matches in Month 3, something is wrong — either the referral engine is not working, or you are not trusting the system. Fix the engine. Trust the system.

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The Founder War Calendar translates the 90-day launch plan into a month-by-month operating guide. Each month has a single primary objective, a user target, a meeting target, a key focus area, and a set of non-negotiable actions. The founder should review this calendar at the start of every month and use it to set weekly priorities.

Month 1 — Build the Foundation (April 2026)

Primary Objective: Reach 500 high-quality active users with ≥50% female ratio.

Dimension	Target	Actions
User Target	500 active users	Recruit 300 female connectors. Release male waitlist in batches. Maintain 55/45 gender ratio.
Meeting Target	10 real-world meetings/week	Founder manually curates every match. Personal introductions. 3 matches per new user within 24 hours.
Primary Focus	Manual curation + connector recruitment	Identify and recruit 20 super-connectors. Attend 5 social venues per week. DM 50 potential female users per week.
Non-Negotiable	NPS ≥35	Conduct 5 user interviews per week. Fix every friction point immediately. Do not scale until NPS ≥35.
Red Flag	Female ratio < 50%	Pause male onboarding immediately. Activate female acquisition channels.

Month 1 Weekly Milestones:

• Week 1: 150 users, app live, 20 connectors recruited
• Week 2: 300 users, first referrals appearing, influencer content live
• Week 3: 400 users, first organic installs from WOM
• Week 4: 500 users, NPS ≥35, referral rate ≥10%

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Month 2 — Activate the Referral Engine (May 2026)

Primary Objective: Reach 1,500 active users with referral rate ≥20%.

Dimension	Target	Actions
User Target	1,500 active users	Referral programme live. Double-sided incentives. Connector network fully activated.
Meeting Target	30 real-world meetings/week	Algorithm assists matching. Connector-facilitated introductions. First event planning begins.
Primary Focus	Referral engine + influencer content	15 nano-influencers posting authentic content. Referral rate target: 20%. Female referral rate target: 25%.
Non-Negotiable	PMF app gate check (31 May)	All 4 app PMF metrics must be green: NPS ≥40, D30 retention ≥22%, Match→Meeting ≥12%, referral rate ≥20%.
Red Flag	Referral rate < 10% by Week 6	WOM engine not working. Conduct 10 user interviews. Identify friction. Fix before scaling.

Month 2 Weekly Milestones:

• Week 5: 700 users, referral programme live
• Week 6: 900 users, first influencer content wave
• Week 7: 1,200 users, referral rate ≥15%
• Week 8: 1,500 users, PMF app gate evaluation

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Month 3 — Launch Offline Events (June 2026)

Primary Objective: Run first 3 offline events with NPS ≥45 and event fill rate ≥80%.

Dimension	Target	Actions
User Target	3,000 active users	Event-driven acquisition. Each event generates 50–100 new installs through content and WOM.
Meeting Target	50 real-world meetings/week	Events become primary meeting engine. Target: 40% of meetings happen at or through SPARK events.
Primary Focus	Event operations + content capture	3 events in June. Venue partnerships signed. Event content team briefed. Post-event NPS tracking live.
Non-Negotiable	Event NPS ≥45	Every event must be reviewed within 24 hours. Change 3 things before the next event.
Red Flag	Event fill rate < 70%	Events not generating demand. Review targeting. Increase event waitlist mechanics.

Month 3 Weekly Milestones:

• Week 9: 2,000 users, first event (50 attendees)
• Week 10: 2,400 users, second event (75 attendees), content viral loop activating
• Week 11: 2,700 users, third event (100 attendees)
• Week 12: 3,000 users, event NPS ≥45, female referral rate ≥30%

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Month 4 — Build Event Momentum (July 2026)

Primary Objective: Run 8+ events per month with repeat attendance ≥25% and WOM ≥30%.

Dimension	Target	Actions
User Target	5,000 active users — tipping point	Density loops activating. WOM becomes primary acquisition channel.
Meeting Target	100+ real-world meetings/week	Events + app matching + connector introductions all contributing.
Primary Focus	WOM engine + event scaling	8–12 events per month. Event formats diversifying (speed dating, activity events, dinner events).
Non-Negotiable	Reach 5,000 active users	This is the tipping point. Growth loop becomes self-reinforcing.
Red Flag	WOM < 20% of installs	Referral engine not working at scale. Review referral mechanics. Increase post-event content capture.

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Month 5 — PMF Gate Evaluation (August 2026)

Primary Objective: Pass all 8 full PMF gate metrics. Scale or pivot decision.

Dimension	Target	Actions
User Target	8,000–12,000 active users	Scale acquisition if PMF gate passed. Pause and pivot if not.
Meeting Target	200+ real-world meetings/week	Events at full capacity. WOM loop self-sustaining.
Primary Focus	PMF evaluation + Series A preparation	All 8 PMF metrics reviewed. Investor deck updated. Series A conversations begin if PMF passed.
Non-Negotiable	Honest PMF evaluation	Do not scale a broken product. If PMF gate fails, execute the pivot playbook.

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Month 6 — Scale or Pivot (September 2026)

Primary Objective: Either begin Series A fundraising or execute the pivot playbook.

Scenario	Actions
PMF Passed	Begin Series A fundraising. Hire first growth team. Plan second city launch (Singapore or Kuala Lumpur).
PMF Not Passed	Execute pivot playbook. Identify which metrics failed. Redesign the failing component. Re-run 90-day cycle.

WAR CALENDAR RULE: The calendar is a guide, not a contract. If a month's targets are reached in 3 weeks, advance to the next month's objectives immediately. If a month's targets are not reached by the end of the month, do not advance — diagnose, fix, and re-run the month's playbook before moving forward.

Red Flag Response Protocol

When a red flag appears, the founder's daily schedule is suspended. The red flag becomes the only priority.

Red Flag	Immediate Response	Time to Resolution
Female ratio < 45%	Pause male onboarding. Activate Level 2 Liquidity War Plan.	48–72 hours
NPS < 35	Stop all acquisition. Conduct 10 user interviews in 48 hours.	1–2 weeks
Daily installs < 15 for 3 days	Review paid social creative. Activate connectors. Double outreach.	5–7 days
Event NPS < 40	Debrief within 24 hours. Change 3 things. Do not run next event until fixed.	1 event cycle
Safety incident reported	Respond to affected user within 1 hour. Remove reported user. Document fully.	Immediate

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