Appendix A — Influencer DatabaseAppendix B — Venue DatabaseAppendix C — Ambassador ProgrammeAppendix D — Competitive LandscapeAppendix E — Key Metrics ReferenceAppendix F — City Launch Checklist
Appendix A — Influencer Database
View section →Pre-PMF influencer strategy: 5–10 nano creators only, founder-managed. Full database is post-PMF pipeline. All handles require manual verification before outreach.
VALIDATION REQUIRED: All handles in this database require manual verification before outreach. Check: Bangkok audience ≥60%, engagement rate ≥4%, female audience ≥55%, authentic follower growth pattern. Use HypeAuditor or Modash for verification.
Influencer Pipeline — Top 30 Priority
| Handle | Platform | Followers | ER | Audience | Cost/Post | Tier | Contact |
|---|---|---|---|---|---|---|---|
| @bkk.lifestyle | IG | 18K | 6.2% | 70% F | $280 | Nano | DM |
| @expatbangkok | IG | 45K | 3.8% | 55% F | $650 | Micro | |
| @thonglorgirl | IG/TT | 12K | 7.1% | 80% F | $200 | Nano | DM |
| @bangkokdates | TT | 28K | 5.4% | 60% F | $420 | Micro | DM |
| @lifeinbkk | IG | 67K | 2.9% | 52% F | $850 | Micro | |
| @sukhumvit.style | IG | 9K | 8.3% | 75% F | $160 | Nano | DM |
| @bkkfoodie.love | IG/TT | 34K | 4.6% | 65% F | $520 | Micro | DM |
| @expatwomenbkk | IG | 15K | 5.9% | 88% F | $240 | Nano | DM |
| @arineighbourhood | IG | 22K | 4.2% | 58% F | $350 | Micro | |
| @thaiyogalife | IG | 8K | 9.1% | 82% F | $140 | Nano | DM |
| @bkk.professional | IG/LI | 19K | 5.3% | 50% F | $300 | Nano | |
| @ekkamaivibes | TT | 41K | 6.8% | 62% F | $600 | Micro | DM |
| @bangkokwellness | IG | 13K | 6.4% | 78% F | $210 | Nano | DM |
| @sathorn.social | IG | 7K | 7.8% | 55% F | $130 | Nano | DM |
| @bkkrooftop | IG/TT | 56K | 3.2% | 54% F | $720 | Micro | |
| @phromphong.life | IG | 11K | 6.9% | 71% F | $185 | Nano | DM |
| @bangkokbrunch | IG | 38K | 4.1% | 67% F | $560 | Micro | |
| @thaifitness.girl | IG/TT | 16K | 7.3% | 85% F | $260 | Nano | DM |
| @bkk.nightout | TT | 72K | 5.1% | 48% F | $920 | Micro | DM |
| @silom.stories | IG | 6K | 8.7% | 60% F | $110 | Nano | DM |
| @bangkokexpat.life | IG | 89K | 2.6% | 50% F | $1,100 | Micro | |
| @chula.international | IG | 5K | 9.4% | 55% F | $90 | Nano | DM |
| @bkk.dating.tips | TT | 31K | 6.2% | 63% F | $470 | Micro | DM |
| @luxurybkk | IG | 145K | 1.8% | 52% F | $1,800 | Mid | Agency |
| @bangkokinsider | IG/YT | 210K | 2.1% | 48% F | $2,600 | Mid | Agency |
| @thaigirlboss | IG | 178K | 2.4% | 79% F | $2,200 | Mid | |
| @bkk.travel.love | IG/TT | 92K | 3.1% | 61% F | $1,150 | Micro | |
| @onnut.community | IG | 8K | 7.6% | 58% F | $145 | Nano | DM |
| @bangkokpilates | IG | 14K | 6.8% | 90% F | $240 | Nano | DM |
| @bkk.singles.scene | TT/IG | 25K | 5.7% | 57% F | $380 | Micro | DM |
Appendix B — Venue Database
View section →ACTIVATION GATE: Venue contracts are signed only after PMF is confirmed on 31 May 2026. Venue scouting visits and relationship-building may begin in April/May, but no financial commitments before the gate.
VENUE SELECTION RULE: Prioritise venues with a natural 50/50 or female-skewed gender ratio. Avoid venues known as male-heavy (sports bars, beer halls). The venue sets the tone for the event.
Tier 1 Venues
| Venue | District | Capacity | Audience | Event Type | Est. Cost/Night | Gender Fit |
|---|---|---|---|---|---|---|
| APT 101 | Asoke | 60–200 | 25–38, expat professional | Speed dating, mixer | $800–1,500 | Excellent |
| Beam | Thonglor | 100–200 | 25–38, expat | Large mixer | $1,500–2,500 | Excellent |
| Rabbit Hole | Thonglor | 60–120 | 25–38, mixed | Evening mixer | $800–1,400 | Good |
| Studio Lam | Ekkamai | 80–150 | Creative, international | Evening mixer | $900–1,600 | Good |
| Escapade | Ekkamai | 60–100 | Young professional | Speed dating | $700–1,200 | Good |
| Grease Bangkok | Thonglor | 80–160 | Young professional | Evening mixer | $900–1,600 | Good |
| Altitude Rooftop | Phrom Phong | 80–160 | Premium, international | Rooftop mixer | $1,200–2,000 | Excellent |
| EmQuartier Rooftop | Phrom Phong | 100–200 | Premium, Thai + expat | Luxury mixer | $2,000–3,500 | Excellent |
| Havana Social | Asoke | 60–120 | International, 25–40 | Speed dating, mixer | $800–1,400 | Good |
| The Iron Fairies | Thonglor | 50–100 | Creative, international | Intimate mixer | $700–1,200 | Good |
| Sing Sing Theater | Asoke | 100–200 | International, 25–38 | Themed event | $1,200–2,200 | Good |
| Levels Club | Asoke | 150–300 | 25–35, expat | Large mixer | $1,500–2,800 | Caution: loud |
Tier 2 Venues
| Venue | District | Capacity | Audience | Event Type | Est. Cost/Night | Gender Fit |
|---|---|---|---|---|---|---|
| Brewski Rooftop | Ari | 80–160 | Local professional, expat | Rooftop mixer | $900–1,600 | Good |
| Mikkeller Bangkok | Ari | 40–80 | Beer nerd crowd | Intimate mixer | $500–900 | Caution: M-heavy |
| Vertigo (Banyan Tree) | Sathorn | 80–150 | Premium, international | Luxury rooftop | $2,000–3,500 | Excellent |
| Smalls Jazz Bar | Silom | 40–80 | Creative, 28–40 | Intimate speed dating | $600–1,000 | Good |
| Maggie Choo's | Silom | 60–120 | International, 25–38 | Evening mixer | $800–1,400 | Good |
| Co-Working Space Ari | Ari | 30–60 | Professional, 28–40 | Corporate lunch dating | $300–600 | Excellent |
| Sky Bar (Lebua) | Silom | 100–200 | Premium, international | Luxury mixer | $2,500–4,000 | Excellent |
| Rooftop at Kimpton | Sukhumvit | 80–150 | Premium, international | Luxury mixer | $1,500–2,500 | Excellent |
Appendix C — Ambassador Programme
View section →Ambassadors are community insiders who recruit users through trust. They are not paid influencers — they are genuine community leaders who believe in SPARK and recruit through personal relationships.
Ambassador Targets — MBA & Graduate Programmes
| Programme | University | Target Recruits | Ambassador Type |
|---|---|---|---|
| MBA Programme | Sasin School of Management | 30–50 | MBA student leader |
| MBA Programme | Chulalongkorn University | 30–50 | MBA student leader |
| MBA Programme | Thammasat Business School | 20–40 | MBA student leader |
| MBA Programme | NIDA Business School | 20–40 | MBA student leader |
Community Ambassador Targets
| Community Type | Target Recruits | Outreach Method |
|---|---|---|
| Yoga / Pilates instructors | 150 users per ambassador | Free event invites, referral rewards |
| Female entrepreneur networks | 50–100 users per network | Founder direct outreach |
| Expat women groups (InterNations) | 100 users per group | Group admin partnership |
| Coworking space community | 30–60 users per space | Venue partnership |
Connector & Community Partner Database
| Name / Handle | Type | Network Size | Platform | Approach |
|---|---|---|---|---|
| InterNations BKK Organiser | Expat Network | 12,000+ members | InterNations / Facebook | Partnership: SPARK-branded events |
| Bangkok Expats Facebook Admin | Expat Group | 85,000+ members | Sponsored post + admin partnership | |
| Sasin MBA Student Council | MBA Program | 800 MBA students | LINE + Instagram | Campus ambassador + event co-host |
| Chulalongkorn MBA Program Rep | MBA Program | 600 MBA students | LINE + Facebook | MBA ambassador — graduate professionals only |
| Bangkok Yoga Community Admin | Wellness | 15,000+ members | Facebook + LINE | Co-branded wellness + dating event |
| Thonglor Crossfit Coach | Fitness | 500 clients | Instagram + LINE | Referral programme + ambassador |
| Beam Club Promoter | Nightlife | 3,000+ contacts | Instagram + WhatsApp | Event co-host + ticket split |
| Ekkamai Meetup Organiser | Social Events | 2,500 members | Meetup.com | Co-branded SPARK Meetup events |
| FEW Bangkok Chapter Lead | Professional Women | 600 members | LinkedIn + email | Women's Circle partnership |
| AWC Bangkok Coordinator | Professional Women | 400 members | LinkedIn + email | Women's Circle partnership |
| Thammasat MBA Program Rep | MBA Program | 500 MBA students | Facebook + LINE | MBA ambassador — graduate professionals only |
| NIDA MBA Coordinator | MBA Program | 700 MBA students | Instagram + LINE | MBA ambassador — working professionals |
| Young Professionals BKK Admin | Professional Network | 4,500 members | Facebook + Instagram | Young professional community partnership |
| Rabbit Hole BKK Manager | Venue | 5,000+ regulars | Venue partner + event host | |
| APT 101 Events Manager | Venue | 3,000+ regulars | Instagram + LINE | Primary venue partner |
| Altitude Rooftop Manager | Venue | 2,000+ regulars | Rooftop mixer venue | |
| Bangkok Brunch Club Admin | Social Group | 8,000 members | Facebook + Instagram | Co-branded brunch dating event |
| Expat Women Bangkok Admin | Expat Women | 22,000 members | Female acquisition priority | |
| Silom Pilates Studio Owner | Wellness | 300 clients | Instagram + LINE | Female referral programme |
| Co-Working Space Ari Manager | Professional | 500 members | Instagram + email | Corporate lunch dating events |
Appendix D — Competitive Landscape
View section →Bangkok Dating App Landscape
SPARK's competitive positioning is built on three differentiators that no existing platform in Bangkok offers simultaneously:
- IRL-first design — Match → Event → Meeting, not Match → Chat → Ghost
- Female-first safety — Visible verification, moderated events, female-controlled messaging
- Density-first launch — Neighbourhood-by-neighbourhood rather than citywide spray
Platform Comparison
| Platform | Model | Bangkok Presence | SPARK Advantage |
|---|---|---|---|
| Tinder | Swipe-first, chat-heavy | Strong | SPARK's Match→Meet rate is 2–3× higher; safety positioning appeals to Thai women |
| Bumble | Female-first messaging | Moderate | SPARK adds IRL events and verified identity; stronger safety framework |
| Hinge | "Designed to be deleted" | Limited | SPARK's event engine creates community and repeat engagement |
| Thursday | Weekly IRL events | Not present | SPARK operates year-round with curated experiences |
| Local Thai apps | Thai-language, local | Variable | SPARK targets bilingual expat + Thai professional segment |
Defensible Moat
At 5,000+ users in Bangkok with strong density, SPARK's moat becomes:
- Network density — competitors cannot replicate the match frequency in core districts
- Community trust — female users who feel safe will not switch to unverified platforms
- Event infrastructure — venue partnerships and ambassador networks take 6–12 months to replicate
- Content flywheel — organic UGC from events creates continuous acquisition without paid spend
Appendix E — Key Metrics Reference
View section →Complete Metrics Reference Table
| Metric | Target | Warning | Red Flag | Phase |
|---|---|---|---|---|
| Daily installs | 30+/day | 15–30 | <15 | All |
| Female signup % | ≥50% | 45–50% | <45% | All |
| Profile completion | ≥65% | 55–65% | <55% | All |
| Time to first match | <24 hours | 24–48h | >48h | All |
| Matches per user | ≥2/week | 1–2 | <1 | All |
| Sparks sent per user | 3–6/week | 1–3 | <1 | All |
| Chat start rate | ≥60% | 40–60% | <40% | All |
| Match → meeting rate | ≥15–25% | 10–15% | <10% | All |
| Meetings per week | 10+ (P1), 50+ (P3) | — | <5 (P1) | Phase-dependent |
| Event fill rate | ≥85% | 70–85% | <70% | Phase 3+ |
| Event NPS | ≥50 | 40–50 | <40 | Phase 3+ |
| Repeat attendance (30-day) | ≥35–40% | 20–35% | <20% | Phase 3+ |
| Female referral rate | ≥35% | 20–35% | <20% | All |
| Referral % of installs | ≥20–30% | 10–20% | <10% | All |
| D30 retention | ≥20% | 15–20% | <15% | All |
| Female D7 retention | >35% | 25–35% | <25% | All |
| Female DAU | 150+/day | 100–150 | <100 | All |
| Female response rate | >40% | 30–40% | <30% | All |
| District density (Tier 1) | 800–1,000 users | 400–800 | <400 | Phase 1+ |
| NPS (Ellis PMF) | ≥40 | 30–40 | <30 | All |
| Premium CVR | 10–15% | 5–10% | <5% | Phase 2+ |
| Event no-show rate | <10% | 10–20% | >20% | Phase 3+ |
| CAC (install) | $3–8 | $8–15 | >$15 | All |
Appendix F — City Launch Checklist
View section →Use this checklist before launching SPARK in any new city. All items must be completed before the app goes live.
LAUNCH GATE RULE: Do not launch in a new city until this checklist is 100% complete. Premature launches without female supply, venue pipeline, or influencer coverage create ghost-town dynamics that are very difficult to recover from.
Market Research
- Target demographic size and income level confirmed
- Expat population size and community channels identified
- Competitor landscape mapped (local and global)
- Neighbourhood density analysis completed
- Language and cultural considerations documented
Female Supply Channels
- Minimum 3 female influencer partnerships confirmed
- Women's networking groups identified and contacted
- Yoga / pilates / fitness studio partnerships arranged
- Female ambassador pipeline of 5+ people ready
- Female-first waitlist mechanics activated
Venue Pipeline
- Primary launch venue contracted (e.g. APT 101 equivalent)
- 2 backup venues identified and quoted
- Venue gender ratio suitability confirmed
- Event production costs estimated and budgeted
- Venue exclusivity or preferred partner agreement in place
Influencer List
- 10–15 nano influencers identified (5K–20K followers)
- All creators meet selection criteria (≥60% local, ≥4% ER, ≥55% female audience)
- Media kits or Instagram Insights screenshots collected
- Outreach messages drafted and sent
- 3–5 creators confirmed for launch week content
Ambassador Pipeline
- 10–15 ambassador candidates identified
- Candidates meet profile: social connector, 200+ relevant contacts, trusted in community
- Initial conversations held with top 5 candidates
- Ambassador brief and incentive structure prepared
- Soft launch event planned for ambassador activation
Tech & Operations
- App store listing live and optimised
- Onboarding flow tested end-to-end
- Waitlist and early access mechanics working
- LINE OA and WhatsApp broadcast lists set up
- Analytics and cohort tracking configured
- Safety and moderation protocols in place