Featured Article

The most important API metric is time to first call

Invest in TTFC to expand your potential developer base

Comment

Close up of a stopwatch resting on a laptop's trackpad.
Image Credits: Peter Dazeley (opens in a new window) / Getty Images

Joyce Lin

Contributor

Joyce Lin is head of developer relations at Postman.

API publishers among Postman’s community of more than 15 million are working toward more seamless and integrated developer experiences for their APIs. Distilled from hundreds of one-on-one discussions, I recently shared a study on increasing adoption of an API with a public workspace in Postman. One of the biggest reasons to use a public workspace is to enhance developer onboarding with a faster time to first call (TTFC), the most important metric you’ll need for a public API.

To understand a developer’s journey, let’s first take a look at factors influencing how much time and energy they are willing to invest in learning your technology and making it work.

  • Urgency: Is the developer actively searching for a solution to an existing problem? Or did they hear about your technology in passing and have a mild curiosity?
  • Constraints: Is the developer trying to meet a deadline? Or do they have unlimited time and budget to explore the possibilities?
  • Alternatives: Is the developer required by their organization to use this solution? Or are they choosing from many providers and considering other ways to solve their problem?

Developer journey to an API

With that context in mind, the following stages describe the developer journey of encountering a new API:

Step 1: Browse

A developer browses your website and documentation to figure out what your API offers. Some people gloss over this step, preferring to learn what your tech offers interactively in the next steps. But judgments are formed at this very early stage, likely while comparing your product among alternatives. For example, if your documentation and onboarding process appears comparatively unorganized and riddled with errors, perhaps it is a reflection of your technology.

Step 2: Signup

Signing up for an account is a developer’s first commitment. It signals their intent to do something with your API. Frequently going hand-in-hand with the next step, signing up is required to generate an API key.

Step 3: First API call

Making the first API call is the first payoff a developer receives and is oftentimes when developers begin more deeply understanding how the API fits into their world. Stripe and Algolia embed interactive guides within their developer documentation to enable first API calls. Stripe and Twitter also use Postman public workspaces for interactive onboarding. Since many developers already use Postman, experiencing an API in familiar territory gets them one step closer to implementation.

Step 4: Implementation

Once a developer understands how the API functions, they apply it to their own applications and accommodate their specific use cases. Be careful of artificially hacking a TTFC, perhaps by hiding away the tricky parts or ignoring the gotchas, as you may be shifting the friction to the implementation stage. Productivity shortcuts like SDKs, libraries and code generation can help ease this transition.

Step 5: Usage

Once an API is implemented into production code, a developer decides whether to deepen adoption of your API. They might increase traffic or accommodate other user scenarios. This is when developers take a hard look at latency, responsiveness, flexibility and scalability.

At every stage of this journey, developers learn a little more about your API — what it offers, how it can be implemented and why they should use it over other solutions. A developer’s first API call is the first payoff in the journey that simultaneously shows a developer the what, how and why.

The most important API metric

Time to first call (TTFC) can be the most important API metric, but it’s not the only one. Why is it more important than other metrics, like later-stage usage or performance?

As an API publisher, your API journey may look a little different. But the majority of developers “get it” and “buy in” once they have a chance to interact with an API on their own terms. Legitimately streamlining TTFC results in a larger market potential of better-educated users for the later stages of your developer journey.

You should assess TTFC with both subjective and objective measures. You can measure TTFC subjectively with usability testing and user feedback. You can measure TTFC objectively with web analytics to calculate the time difference between some point of discovery (like a website visit, sign-up or another first contact) and the developer’s first API call.

Measuring smaller increments allows you to be more precise in your attribution. For example, the time a developer spends progressing from browsing to signing up can be attributed to the quality and clarity of your website and documentation. The time a developer spends progressing from signing up to making their first API call can be attributed to the effectiveness of your getting-started guide and product usability. Picking a measure that is too broad makes it harder to accurately attribute the success of your efforts.

If you are not investing in TTFC as your most important API metric, you are limiting the size of your potential developer base throughout your remaining adoption funnel. Even if your market is defined as a limited subset of the developer community, any enhancements you make to TTFC equate to a larger available market.

To learn more about how to use this critical metric, check out how companies including Vonage and Symbl use Postman public workspaces to reduce their time to first call.

A startup’s guide to software delivery

More TechCrunch

Featured Article

DEI backlash: Stay up-to-date on the latest legal and corporate challenges

It’s clear that this year will be a turning point for DEI.

2 hours ago
DEI backlash: Stay up-to-date on the latest legal and corporate challenges

The keynote will be focused on Apple’s software offerings and the developers that power them, including the latest versions of iOS, iPadOS, macOS, tvOS, visionOS and watchOS.

Watch Apple kick off WWDC 2024 right here

Hello and welcome back to TechCrunch Space. Unfortunately, Boeing’s Starliner launch was delayed yet again, this time due to issues with one of the three redundant computers used by United…

TechCrunch Space: China’s victory

The court ruling said that Fearless Fund’s Strivers Grant likely violates the Civil Rights Act of 1866, which bans the use of race in contracts.

An appeals court rules that VC Fearless Fund cannot issue grants to Black women, but the fight continues

Instagram Threads is rolling out the ability for users to signal which sort of posts they wanted to see more or less of by swiping.

You can now customize your For You feed on Threads using swipes

The Japanese billionaire who commissioned SpaceX for a private mission around the moon on a Starship rocket has abruptly canceled the project, citing ongoing uncertainties around when the launch vehicle…

Japanese billionaire pulls plug on private ‘dearMoon’ lunar Starship mission

Malicious actors are abusing generative AI music tools to create homophobic, racist, and propagandic songs — and publishing guides instructing others how to do so. According to ActiveFence, a service…

People are using AI music generators to create hateful songs

As WWDC 2024 nears, all sorts of rumors and leaks have emerged about what iOS 18 and its AI-powered apps and features have in store.

What to expect from Apple’s AI-powered iOS 18 at WWDC

Dallas is the second city that Cruise is easing its way back into after pulling its entire U.S. fleet late last year.

GM’s Cruise is testing robotaxis in Dallas again

Featured Article

After raising $100M, AI fintech LoanSnap is being sued, fined, evicted

The company has been sued by at least seven creditors, including Wells Fargo.

7 hours ago
After raising $100M, AI fintech LoanSnap is being sued, fined, evicted

Featured Article

Sonos Ace review: A high-priced contender

The Ace are a contender in a crowded market, but they’re still in search of that magic bullet to truly let them stand out from the pack.

7 hours ago
Sonos Ace review: A high-priced contender

The change would see Instagram becoming more like the free version of YouTube, which requires users to view ads before and in the middle of watching videos.

Instagram confirms test of ‘unskippable’ ads

Commerce platform Shopify has acquired Checkout Blocks, allowing Shopify Plus merchants to make no-code customizations in their checkout to enhance customer experience and potentially boost sales.  Checkout Blocks, which debuted…

Shopify acquires Checkout Blocks, a checkout customization app

After the Digital Markets Act (DMA) forced Apple to allow third-party app stores for iOS in Europe, several developers have launched alternative stores, like the AltStore and MacPaw’s Setapp (currently…

Aptoide launches its alternative iOS game store in the EU

Time is relentless and, right now, it’s no friend to procrastination-prone early-stage startup founders. The application window for Startup Battlefield 200 (SB 200) at TechCrunch Disrupt 2024 slams shut in…

One week left: Apply to TC Disrupt Startup Battlefield 200

Cloudera, the once high-flying Hadoop startup, raised $1 billion and went public in 2018 before being acquired by private equity for $5.3 billion in 2021. Today, the company announced that…

Cloudera acquires Verta to bring some AI chops to its data platform

The global spend management sector is experiencing a tailwind of sorts. North America is arguably the biggest market in this space, but spend management companies have seen demand rise across…

Spend management startup SiFi raises $10M to grow further in Saudi Arabia

Neural Concept lets designers model how components will perform before they can be manufactured.

Swiss startup Neural Concept raises $27M to cut EV design time to 18 months

The StrictlyVC roadtrip continues! Coming off of sold-out events in London, Los Angeles, and San Francisco, we’re heading to Washington, D.C. for a cozy-vc-packed, evening at the Woolly Mammoth Theatre…

Don’t miss StrictlyVC in DC next week

X will now allow users to post consensually produced NSFW content as long as it is prominently labeled as such.

X tweaks rules to formally allow adult content

Ashby consolidates existing talent acquisition tools and leans heavily on AI to automate the more repetitive steps in the recruitment pipeline.

Ashby injects recruiting with a dose of AI

Spotify has announced it’s hiking subscriptions for customers in the U.S., the second such price increase in the space of a year. The music-streaming giant reports that premium pricing will…

Spotify to increase premium pricing in the US to $11.99 per month

Monzo has announced its 2024 financial results, revealing its first full-year pre-tax profit. The company also confirmed that it’s in the early stages of expanding into the broader European market…

UK neobank Monzo reports first full (pre-tax) profit, prepares for EU expansion with Dublin hub

Featured Article

Inside Apple’s efforts to build a better recycling robot

Last week, TechCrunch paid a visit to Apple’s Austin, Texas, manufacturing facilities. Since 2013, the company has built its Mac Pro desktop about 20 minutes north of downtown. The 400,000-square-foot facility sits in a maze of industry parks, a quick trip south from the company’s in-progress corporate campus. In recent years, the capital city has…

16 hours ago
Inside Apple’s efforts to build a better recycling robot

Early attempts at making dedicated hardware to house artificial intelligence smarts have been criticized as, well, a bit rubbish. But here’s an AI gadget-in-the-making that’s all about rubbish, literally: Finnish…

Binit is bringing AI to trash

Temasek has previously invested in Lenskart, and this new funding follows a $500 million investment by the Abu Dhabi Investment Authority last year.

Temasek, Fidelity buy $200M stake in Lenskart at $5B valuation

Less than one year after its iOS launch, French startup ten ten has gone viral with a walkie talkie app that allows teens to send voice messages to their close…

French startup ten ten reinvents the walkie-talkie

Featured Article

Unicorn-rich VC Wesley Chan owes his success to a Craigslist job washing lab beakers

While all of Wesley Chan’s success has been well-documented over the years, his personal journey…not so much. Chan spoke to TechCrunch about the ways his life impacts how he invests in startups.

1 day ago
Unicorn-rich VC Wesley Chan owes his success to a Craigslist job washing lab beakers

Presumptive Republican presidential nominee Donald Trump now has an account on the short-form video app that he once tried to ban. Trump’s TikTok account, which launched on Saturday night, features…

Trump takes off on TikTok

With fewer than 400,000 inhabitants, Iceland receives more than its fair share of tourists — and of venture capital.

Iceland’s startup scene is all about making the most of the country’s resources