Product Guides

In-depth guides for each OperatorStack feature

AI Advisor Limitations: What 200 Signups Can Prove

At 200 signups the AI Advisor reads real counts but noisy rates. Here is which cards are load-bearing at that size and which ones are rounding error.

First Week Analytics: How to Read a Nearly Empty Dashboard

Your first week of analytics shows 28 visitors, no percentage changes, and a conversion rate that jumps 3.6 points per signup. Here is what those numbers mean.

AI Chat Knowledge Base: Priority Order and Word Limits Explained

OperatorStack's AI chat has no vector database. Sources load into the system prompt in FAQ-first priority order until a word budget cuts the rest off.

AI Advisor Launch Readiness: What Red, Yellow, Green Mean

OperatorStack's AI Advisor stays unscored until it has 24 hours of history. Here is what red, yellow, and green mean and what moves a task between them.

Schema-on-Write: Why Your Forms Should Infer Their Own Structure

Schema-on-write means your form structure comes from the data you submit, not a builder UI. Here is how OperatorStack implements it for early-stage products.

Embed Script Architecture: One Script Tag, 10 Tools

Inside os.js: how OperatorStack's embed script loads, isolates widget CSS with Shadow DOM, exposes an SDK, and batches analytics without blocking your page.

OperatorStack JavaScript SDK: All Methods with Examples

Complete reference for the OperatorStack JavaScript SDK. Covers joinWaitlist, trackEvent, getShareLinks, submitForm, chat control, and identity helpers with runnable examples.

Referral Leaderboard: How to 3x Your Waitlist Signups

Turn signups into recruiters with a referral leaderboard. Set one up with OperatorStack and the incentive design that drives sharing.

Dropbox Referral Waitlist: Build the Same Loop Without Code

Dropbox added 3.9 million users with a referral waitlist. Build the same referral codes, share links, and leaderboard on your landing page with no backend.

Privacy-Friendly Analytics: Cookie-Free Tracking for Startups

Cookie-free analytics for solo founders: skip the GDPR consent banner, stop losing conversions to popups, and still track page views, referrers, and conversion rates.

Unified Contacts: One Contact List for Every Signup

OperatorStack unifies every signup from your waitlist, forms, and chat into one deduplicated contact list, so you stop juggling audience data across five separate tools.

Referral Loop for Waitlists: Turn Every Signup Into Growth

A referral loop turns every waitlist signup into a growth channel. Learn how it works and set one up with OperatorStack's built-in referral tracking.

Referral Tracking for Startups: Why It Outperforms Paid Ads Before Launch

Referral leads convert 3-5x better than paid traffic and cost nothing to acquire. Here is why pre-launch startups should set up referral tracking before spending on ads, and how to do it with one script tag.