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- 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
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Rabbit Holes
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