• Startup Spells 🪄
  • Posts
  • Candor’s Crowdsourced Hiring Tracker: A Masterclass in Product as Marketing

Candor’s Crowdsourced Hiring Tracker: A Masterclass in Product as Marketing

PLUS: Reflections at OpenAI

Candor’s Crowdsourced Hiring Tracker: A Masterclass in Product as Marketing

At the peak of COVID-19 uncertainty, Candor launched a side project that got them visibility for their brand.

The startup, known for salary negotiation tools, built a live dashboard tracking which companies were freezing hiring — and it went viral fast.

It’s now a masterclass in how to ship fast, solve real problems, and turn a moment into momentum.

A Personal Note, a Simple Table, and a Clear Problem to Solve

The “Who’s Freezing Hiring from Coronavirus?” page launched with a message from cofounder David Chouinard, written directly to job seekers:

“Seeing many of my friends worried about this, I’m maintaining this list of companies freezing hiring (and those that are still hiring).”

Candor CEO Intro

This set the tone: human, helpful, and urgent. The tool was powered by a user-submitted Airtable that updated in real time. Anyone could contribute — making it feel like a true community project, not corporate content.

Hacker News, Reddit, Twitter: Everyone Started Sharing It

Candor didn’t wait for media coverage — they dropped the link in communities that mattered. On Hacker News, it quickly racked up 50+ upvotes across multiple submissions:

Candor - Hacker News Post

It exploded even harder on Reddit, where it was upvoted nearly 1,000 times in r/cscareerquestions.

Candor - Reddit Post

The top comments were filled with stories of canceled offers, job searches derailed, and emotional support from strangers.

Then came Twitter/X. Influencers with tech audiences shared the tracker as the place to check job market status in real time.

Candor - X Post

The likes don't do justice to link clicks you get on X, especially if its related to hiring.

The Tracker Became a Trojan Horse for Candor’s Core Product

Once people landed on the page, Candor made a brilliant move: they humanized the side project. Visitors could check hiring statuses, read layoff notes, and scroll through data from thousands of companies.

The tool was a user-generated Airtable list which was not audited so it was less maintenance work on their part.

Candor - Hiring Freezes Airtable UGC

At the same time, the tool quietly linked to Candor’s offer reviews, salary negotiation playbooks, and 1:1 consulting — perfectly aligned with the user’s mindset.

If you were worried about job security, Candor was positioned as the guide to help you land your next one — and negotiate for more.

They Turned a Crisis Use Case Into a Template for the AI Era

Here’s what makes this playbook timeless: the same formula now applies to the AI-driven wave of layoffs hitting the tech industry.

People are getting displaced not just by recession, but by rapid-fire AI coding automation. The pain is new, but the need is the same: job seekers want to know where it's safe to apply, and what companies are hiring or freezing.

Candor’s tracker can — and should — be repurposed right now as a live dashboard for AI-related layoffs. Same UX, same core value, updated for today’s fear. The infrastructure already exists — and the moment is again right.

Candor’s Airtable Tracker Was the Growth Hack of 2020 during COVID-19

Candor didn’t build this to talk about themselves. They didn’t overdesign it. They didn’t even brand it heavily. Instead, they solved one high-tension problem with urgency, clarity, and empathy. That earned them:

  • Massive organic reach

  • Industry goodwill

  • Qualified top-of-funnel leads

And they added a call to action that made users feel useful too:

“Is your company hiring? Consider adding to Candor’s 100% user-generated list to help job seekers.”

Candor - Hiring Freezes Breakdown

Top Tweets of the day

1/

Higgsfield Soul has one of the first mainstream AI UGC models that look real.

2/

Build more products for women. They spend more money for themselves and their family.

3/

Pareto principle is real. This guy also sells a women's clothing product.

Rabbit Holes

What’d ya think of today’s newsletter? Hit ‘reply’ and let me know.

Do me a favor and share it in your company's Slack #marketing channel.

First time? Subscribe.

Follow me on X.

More Startup Spells 🪄

  1. Copy AI Growth Machine: How X/Twitter Influence Was Engineered (LINK)

  2. Young Indian Method (YIM) (LINK)

  3. The Mario Marketing Framework (LINK)

  4. Epic Games Rewards: Avoid Apple's 30% Fee with In-Game Incentives (LINK)

Reply

or to participate.