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AI Agent Startup PMF Sean Ellis Score Estimator
Free pmf sean ellis score estimator built for AI Agent Startup founders: plug in your numbers, get instant 2026 benchmarks, and export a Markdown report.
Interactive Studio
Step 1 · Configure Inputs
Your Metrics & Parameters
Adjust values or drag sliders — outputs recalculate live.
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Engine Methodology
PMF Sean Ellis Score Estimator: Two-proportion Z-test confidence & incremental revenue lift per cohort at AI Agent Startup ARPU.
Top-Quartile Benchmark
Statistical Confidence & Lift
99.7% Confidence
Variant converts at 4.40% vs 3.20% control (+37.5% relative lift) with 99.7% statistical confidence (Z = 2.98).
Statistical Confidence
99.7%
Statistically significant (p < 0.05)
Relative Conversion Lift
+37.5%
3.20% → 4.40%
Z-Score
2.98
95% threshold = 1.96
Incremental Value / Cohort
$1,566
At $29.00 value per conversion
Next Step for Founders
Launch on FoundrList ($29) or submit to 100 directories ($279)
Permanent DR 73 dofollow backlink + indexed `.md` twin for ChatGPT & Perplexity.
FoundrList Launchpad · DR 73 Dofollow
Launch today for $29 or get 100 directory backlinks for $279.
Used by 1,240+ SaaS & AI founders for organic traffic and AI citations.
2026 Reference Data
Industry benchmarks. How your startup legal, ops & investor docs metrics compare.
| Benchmark Metric | 2026 Standard | Founder Context |
|---|---|---|
| Sean Ellis PMF Threshold | ≥ 40% 'Very Disappointed' | Leading indicator of sustainable retention and organic word-of-mouth. |
| Annual Prepay Plan Adoption | 20% – 35% of customers | 2 months free (~16.7% discount) maximizes upfront cash flow. |
| Effective Payment Processing Fee | 2.9% + $0.30 (Stripe) / 5% + $0.50 (MoR) | Merchant of Record platforms include global VAT/sales tax compliance. |
How to use this tool. Three steps from raw inputs to founder-ready output.
- 01
Enter your startup metrics or copy inputs
Fill in the fields in the AI Agent Startup PMF Sean Ellis Score Estimator workspace above, or click "Load Example" to populate verified startup legal, ops & investor docs benchmark data.
- 02
Review real-time calculations & benchmark grades
Inspect the primary output, supporting unit metrics, and diagnostic rules that update instantaneously in your browser with zero server round-trips.
- 03
Copy the report or deploy your launch plan
Click 'Copy Result' to export the clean Markdown output or code snippet, then launch your product on FoundrList to compound organic traffic and high-DR backlinks.
Formula & methodology. Transparent math with zero black-box assumptions.
Core Calculation
PMF Sean Ellis Score Estimator: Two-proportion Z-test confidence & incremental revenue lift per cohort at AI Agent Startup ARPU.
With default 2026 baseline inputs, the AI Agent Startup PMF Sean Ellis Score Estimator produces 99.7% Confidence (Statistical Confidence & Lift). Variant converts at 4.40% vs 3.20% control (+37.5% relative lift) with 99.7% statistical confidence (Z = 2.98).
Questions, answered.
Free pmf sean ellis score estimator built for AI Agent Startup founders: plug in your numbers, get instant 2026 benchmarks, and export a Markdown report. All calculations, scoring rules, and templates run 100% client-side in your browser for instant feedback without sending private startup metrics to a server.
The AI Agent Startup PMF Sean Ellis Score Estimator uses current 2026 SaaS, indie hacker, and venture benchmarks across B2B SaaS, AI products, developer tools, and bootstrapped startups so you can compare your numbers against top-quartile performers.
Yes — every tool in the FoundrList Founder Tools suite is 100% free with no signup wall, usage cap, or watermark, and includes a clean Markdown twin (.md) for AI agents and coding assistants.
Submit your product on FoundrList (/agent) to compete on the weekly launch leaderboard, earn a permanent high-DR dofollow backlink, or launch today for $29 (Standard Launch), book 50 Directory Submissions for $179 or 100 for $279, or grab the $278 SEO Boost Pack (/pricing) to distribute your startup everywhere.
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Ready to grow your startup? Free forever, or go live today with permanent DR 73 backlinks and directory outreach.
Full pricing details14-Day Featured
Two weeks at the top of the home page. Live today.
$49$89
One-time payment · or $39/week, cancel anytime
- 14 days at the top of the home page
- Everything in Standard Launch
- Priority support
- Early access to new features
Best valueFeature for 30 days
30-Day Featured
A full month at the top of the home page. Live today.
$99$229
One-time payment · or $79/month, cancel anytime
- 30 days at the top of the home page
- Everything in Standard Launch
- Priority support
- Early access to new features
Reach more founders. SEO backlinks, directory submissions, blog features, and weekly ads.
- SEO Boost Pack. Featured Blog Post + 50 Startup Directories bundled into one campaign.$278One-time · save $0+ vs separate
- 50 Startup Directories. Manual submission to 50 curated high-DR startup & AI directories.$179One-time · CSV proof report
- 100 Startup Directories. Manual submission to 100+ startup, SaaS & AI directories for maximum DR lift.$279One-time · full proof report
- Featured Blog Post. Permanent, SEO-optimized deep dive on FoundrList's blog with dofollow links.$99One-time · indexed on Google & AI search
- Newsletter Feature. Sponsored placement in our weekly digest sent to 2,140+ founders & investors.$25One-time · weekly founder digest
- Home + Sidebar Bundle. Both ad placements together — Home Feed + Sidebar across the entire site.$89/wkAlways-on weekly · $99 single week
- Home Feed Ad. Native sponsored card pinned inside the main FoundrList discovery feed.$39/wkAlways-on weekly · $49 single week
- Sidebar Ad. Persistent desktop right-rail placement across product, blog & tool pages.$69/wkAlways-on weekly · $79 single week
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