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Sidecar products: free tools that bring in customers
A sidecar product is a small, free tool a company builds next to its main product to bring in the right people: a grader, a calculator, a generator, a data set. Here is what they are, why AI has made them cheap to build, and twelve that worked, with the numbers.
What a sidecar product is
The term came out of product-led growth writing around 2022, and nobody has a clear claim to coining it. The earliest public use I can find is Kyle Poyar, then at OpenView, who listed “free tools/sidecar products” as a route to near-zero acquisition cost in September 2022, with Snyk’s vulnerability database as the example. Anthony Pierri credits Poyar with the idea, and Ben Williams, who ran product-led growth at Snyk, defines sidecar products as “free, ungated products that offer value in the same or closely adjacent space to your core product”. More recently Emily Kramer at MKT1 has applied it to the tools, templates, directories and quizzes replacing the ebook as the thing a brand gives away. SaaS Hill draws the line between the core product, which people pay for, and the sidecar, which is free, smaller and points back at the core.
It is an old idea with a new name. Gabriel Weinberg and Justin Mares called it engineering as marketing in their book Traction: build something useful, give it away, and let it find your customers for you. HubSpot was doing it in 2007.
A sidecar is different from a lead magnet in one way that matters. An ebook gets read once, if at all. A tool gets used, often more than once, and it usually gives a result about the person using it: their website score, their quote, their exchange rate. That personal result is what makes people come back, share it and trust the company that built it.
Why every marketing team can build one now
Until recently a free tool needed a developer, a budget and a quarter. Now a marketer can build one in an afternoon with Lovable, v0, Bolt, Replit or Claude Code. Alex Shartsis in Growth Unhinged walks through an ROI calculator built in under two hours, and Kramer makes the point that most marketers can now build these on their own.
That changes the maths. The bar used to be “is this worth an engineering sprint?”. Now it is “is this worth a Friday?”, so you can test several small tools and keep the one that works.
It also changes outbound. Eric Nowoslawski built a custom ROI calculator for each target account at KlientBoost, Clay and Snitcher: scrape the prospect’s site, find their pricing, have AI write the build prompt and send a preview link in the first email. Showing the result before asking for the call is a sidecar used one account at a time.
The main types
Most sidecars fall into one of six shapes. The best type is the one that matches the moment your buyer is in.
| What it does | Example | Works best when | |
|---|---|---|---|
| Grader | Scores something the user owns | HubSpot Website Grader | Your product fixes what the score exposes |
| Calculator | Turns their numbers into a cost, saving or quote | Wise currency converter | Buyers do maths before they buy |
| Generator | Makes a small asset for them | Shopify business name generator | You can catch buyers at step one |
| Data or benchmark | Shows numbers nobody else has | Zillow Zestimate | Your product already collects the data |
| API or extension | Lives inside other people’s tools | Clearbit Logo API | Your buyers are developers or power users |
| Content tool | Speeds up a task next to your product | Buffer Pablo | The output flows straight into your product |
Twelve sidecar products that worked
Each one with a public number behind it. Traffic figures from SEO tools are estimates, marked “est.”.
- Organic visits a month
- ~134k (est.)
- Backlinks
- 22.7k
- Traffic value a month
- ~US$172k
- Organic sessions a month
- ~532k
- Share of Ahrefs’ organic traffic
- ~40%
- Two tools alone
- Beat the whole blog
- Sessions a month
- ~380k (est.)
- Keywords ranked
- 18k
- Compared with the blog
- About half its traffic
- Pages
- 258k
- Organic users a month
- Millions (estimates vary)
- Next step
- Send money, same page
- Email subscribers from the tool
- 55,040
- Rank among list sources
- Largest
- List growth it fed
- 0 to 250k
- Product Hunt votes at launch
- 1,000+
- Images made in 7 months
- 500k
- Also served as
- A feature test
- Logos served
- 30M+
- Used by
- Segment, Marketo
- Paid product
- Data enrichment API
- Share of new sign-ups
- 30%
- Sign-up growth in a year
- 20x
- Gate
- None
- Launch day
- Site went down from demand
- Audience
- Homeowners and buyers
- Who pays
- Agents
- Businesses using it
- 30,000+
- Including
- Canva, Notion
- Acquired by Paddle
- US$200M+
- Price
- US$120k
- Monthly visitors it brought
- 117k
- Site traffic a month later
- 809k to 1.18M
Seen in the wild
Smaller sidecars I have saved from ads. Mostly trades and agencies, mostly built in days.
- LikeSilk Building, bathroom calculator A Sydney renovation builder running a nine-step instant quote from Meta ads: rooms, sizes, property type, age of the home, layout and finish. Promises a price in under 60 seconds with real Sydney pricing, then shows packages from $39,990.
- Additions and ADU calculator A home additions estimator built on Lovable and run from Facebook ads. Step one asks what you want to build. Proof that a builder can now ship one of these in an afternoon.
- AY Automate, free tools An automation agency with twenty free tools: an n8n vs Zapier vs Make cost calculator, an ROI calculator, an AI readiness quiz. Every tool ends at “Book a call”.
- HubSpot AI Search Grader The Website Grader idea seventeen years later: how ChatGPT, Perplexity and Gemini describe your brand, with a grade and share of voice. No account needed.
- Fuel Finance, event ROI calculator Started life as a calculator, now an email-gated spreadsheet. A reminder that sidecars need an owner, or they quietly break.
How to pick and build one
Start from the job your buyer does just before they need you. A renovation client wants a rough price before they call a builder. A founder wants a business name before a store. A marketer wants a headline before a post. Build the tool for that job, and make its result point at what you sell.
Then keep it small. One input screen, one result, one next step. Ungated tools get used far more: Kyle Poyar has found ungated products get two to three times as many people starting to use them as free trials do. If you want the email, ask for it after you have shown something useful, such as the full report or a saved quote.
Give it its own page and its own name, so it can rank and be shared on its own, and so it can be switched off without hurting the main brand. Eraser made DiagramGPT look different from Eraser for exactly that reason.
Build it with what you already have. On this site the digital psychology directory is a sidecar: fifty entries in one data file, rendered as pages, and it now brings in most of the site’s Google impressions. I build these in Claude Code on Astro; Lovable and v0 work well if you want a hosted tool without a code base.
Where sidecars go wrong
Volume is not intent. A free tool brings in many more people than a demo form, and most of them will never buy. Judge it on sign-ups or qualified leads that come from it, not visits.
Too far from the core product. A clever tool that attracts the wrong audience is a traffic stunt. Shopify’s name generator works because people naming a business are about to need a store.
Nobody owns it. Several of the tools in the list above have moved, been gated or been switched off since they were saved. A broken calculator is worse than none. Give each one an owner and a check every quarter.
Copying the format, not the moment. A calculator is not useful because it is a calculator. It is useful because it answers a question the buyer has right then.
Frequently asked questions
What is a sidecar product?
A small, free tool a company builds alongside its main product to attract and qualify the right people, such as a grader, calculator, generator or data set. The term spread through product-led growth writing from 2022; the earliest public use I can find is Kyle Poyar.
Is a sidecar product the same as a lead magnet?
It is a kind of lead magnet, but a useful one. An ebook gets read once. A tool gets used, often repeatedly, and gives the user a result about themselves.
What is engineering as marketing?
The term from the book Traction by Gabriel Weinberg and Justin Mares for building free tools and side projects that bring in customers. Sidecar products are the same idea.
Should a sidecar product be gated?
Usually not at the start. Ungated tools get used two to three times more. Ask for an email in return for something extra, such as a full report or a saved quote.
How long does it take to build one?
With AI coding tools such as Lovable, v0 or Claude Code, a simple calculator or grader can be live in an afternoon. Data tools and APIs take longer because the data is the hard part.
What makes a sidecar product work?
It solves the job your buyer does just before they need you, gives a personal result, and has an obvious next step into what you sell.
Do sidecar products work for service businesses?
Yes. Quote calculators for builders, cost estimators for trades and ROI calculators for agencies are all sidecars, and they often outperform a contact form because they give the prospect something first.
Let's work out which seat fits.
Tell me what you sell, roughly where revenue sits, and what's stuck. I'll reply within a business day with an honest view on whether I can help and what I'd do first.