MeetingMeter - Meeting Cost Calculator

Model: x-ai/grok-4.1-fast

Status: Completed

Cost: $0.096

Tokens: 266,780

Started: 2026-01-04 22:05

Section 05: User Research & Validation Plan

1. Key Assumptions to Validate

Critical assumptions grouped by category, prioritized by risk. Validate sequentially to de-risk build.

Category	Assumption	Risk	Validation Method	Target Evidence
Problem	Ops/HR leaders lack visibility into aggregate meeting spend across teams.	High	Interviews + surveys	70%+ confirm no tracking tools used
	Employees attend 50%+ unproductive meetings weekly.	High	Interviews, calendar audits	60%+ report frustration with meeting ROI
	Meeting frequency increased post-pandemic without efficiency gains.	Medium	Surveys	65%+ note 10%+ rise in meetings
	No accountability for meeting costs leads to over-scheduling.	High	Interviews	Quotes on lack of cost awareness
	Teams waste $400+ per hour on large, low-value meetings.	Medium	Surveys + benchmarks	50%+ estimate $200+/hr avg cost
	Individuals feel meetings erode focused work time.	Low	Interviews	80%+ pain score >7/10
Solution	Users will connect calendars for cost analysis.	High	Landing page + prototype	20%+ signup for beta access
	Cost visibility nudges reduce meeting time by 20%+.	Critical	Wizard of Oz test	Pre/post behavior change in 10 users
	Role-based salary estimates are acceptable (no individual data).	High	Interviews	80%+ privacy comfort
	Optimization insights (e.g., "email instead") are actionable.	Medium	Prototype feedback	70%+ report intent to act
	Dashboard views drive team-wide adoption.	High	Concierge MVP	50%+ share reports internally
	Nudges (pre-meeting cost display) influence scheduling.	Medium	Prototype	60%+ positive reaction
Business	Ops/HR will pay $4-12/user/mo for savings visibility.	Critical	Pre-orders, Van Westendorp	10+ pre-orders at $8 avg
	CAC < $50 via LinkedIn/content.	High	Ad tests	<$40 CAC for 100 signups
	100-1k employee cos have 20%+ meeting waste reducible.	Medium	ROI calculator tests	50%+ project >10% savings
	Retention >80% via proven ROI.	High	Beta cohort tracking	80%+ month 2 renewal intent
	Viral coeff >1.2 via shareable reports.	Medium	Landing page shares	15%+ referral signups

2. Customer Discovery Interview Guide (60-90 min)

Target 25 interviews: 40% Ops/HR, 30% dept heads, 30% individuals. Recruit via LinkedIn (Ops groups), Reddit (r/productivity), $50 incentives.

Part 1: Background (10 min)
- Role/day-to-day? Team size?
- How do you track productivity/time?
- Biggest collaboration challenges?

Part 2: Problem (20 min)
- Last time a meeting felt wasteful? Walk through it.
- Frequency? Triggers? Impact on goals?
- Time/money lost weekly? Feelings?
- Tried fixes? (e.g., agendas)

Part 3: Current Solutions (15 min)
- Tools for meetings/calendars? Likes/dislikes?
- Track costs? Switch reasons?
- What would make you change?

Part 4: Solution (15 min)
- Tool showing "$400 cost for this meeting + nudges"? Value?
- Concerns (privacy)? Must-haves?
- Pay $8/user/mo? Approvers?
- Shareable reports?

Part 5: Wrap-up (10 min)
- Pain score 1-10?
- Beta interest? Referrals?

Logistics: Otter.ai transcription, template for quotes/metrics. 20-30 total.

3. Survey Designs

Screening Survey (Target: 200+ responses, LinkedIn/Reddit)

1. Role? [Ops/HR, Dept Head, IC, Other]
2. Company size? [100-1k, Other]
3. % time in meetings? [<30%, 30-50%, >50%]
4. Track meeting costs? [Yes/No/Partial]
5. Pain score for unproductive meetings? [1-10]
6. Budget for productivity tools? [$0, $1-10k/yr, >$10k]
7. Interview interest? [Yes, email: ___]

Validation Survey (15-20 q, post-interview pool)

Problem severity, solution interest, Van Westendorp pricing (Too cheap? Bargain? Expensive? Too expensive?), demographics.

4-6. Experiments: Landing Page, Prototypes, Fake Door

Landing Page (Week 3-4)

A/B Headlines: "Your meetings cost $37B—see yours", "Cut meeting waste 30% with AI costs", "Real-time meeting ROI dashboard"
Waitlist + fake pricing tiers ($4-12/user)
$500 LinkedIn ads; >5% signup (50+ emails), >1k visitors

Prototypes (Recommended: Wizard of Oz)

Google Form input → Manual cost calc → Email dashboard
10-20 users; test nudges/privacy
Cost: $0; 2-4 weeks

Fake Door/Pre-Order

"Connect Calendar Now" button → "Coming soon + $8/mo early bird". >10% clicks, 2% pay, <20% refunds.

7. 8-Week Validation Timeline

W1-2: Problem 15 interviews, 200 surveys, assumption pivot

W3-4: Solution Landing A/B, 100 waitlist

W5-6: Business Pricing surveys, 10 pre-orders

W7-8: Prototype WoZ delivery, NPS >40

8. Go/No-Go Criteria & Synthesis Template

Metric	Target	Pass?
Problem validation	80%+ pain confirm	☐
Signup rate	>5%	☐
Price acceptance	60%+ @ $8	☐
Pre-orders	10+	☐
NPS	>40	☐

Synthesis: Summarize pains/quotes, features, pricing ($/segment), GTM insights (e.g., LinkedIn discovery). Pivot or kill if <70% pass.

Total cost: ~$2k | Learning: High-confidence viability signal | Next: Proceed if 4/5 pass