Andy Cloke

Data Fetcher

Solo-Gründer bootstrappt Airtable API-Tool zu $10K MRR in 2 Jahren

Q: How much does Data Fetcher make?

Data Fetcher reports $23K MRR as of January 2025. Data Fetcher grew $6K → $23K MRR; 2024 ARR $435.6K. Source: StackStarts.

Q: How long did it take Data Fetcher to reach $10k mrr?

Andy Cloke took 2 years to reach $10k mrr with Data Fetcher.

Q: Was Andy Cloke a solo founder?

Yes. Andy Cloke built Data Fetcher as a solo founder.

Q: What marketing channel did Data Fetcher use to grow?

Data Fetcher grew primarily through Sonstiges.

Q: What industry is Data Fetcher in?

Data Fetcher operates in Entwickler-Tools.

$23K MRR

Current revenue · as of January 2025

StackStarts

2 years

$10K MRR

Sonstiges

Growth Channel

Solo-Gründer

Founder

Andy Cloke

Solo-Gründer•Technical•UK

Commitment

Full-time

Experience

Experienced

Product

Data Fetcher

Eine Airtable-Erweiterung, mit der Sie sich mit APIs verbinden und Daten ohne Code importieren können.

Type

SaaS

Industry

Entwickler-Tools

Model

Abonnement

Marketing Strategy

How Andy acquired customers

Growth Channel

Sonstiges

Also Used

Product HuntSEO / ContentCommunities

Tech Stack

Tools used to build Data Fetcher

ReactNode.jsAirtable APIStripe

The Full Story

Data Fetcher hat kürzlich $10k MRR erreicht. Es ist immer noch zu 100% bootstrapped mit einem Vollzeit-Teamsmitglied (ich!).

Hintergrund

Ich habe an der Universität Ingenieurwesen studiert, wollte aber immer mein eigenes Geschäft haben. Nach dem Abschluss arbeitete ich für Startups in London als Softwareentwickler, während ich meine eigenen Ideen nebenbei startete. Ein Projekt, ein TikTok-Influencer-Verzeichnis, generierte MRR und ich verkaufte es für $55K.

Die Idee

Ich war auf Product Hunt unterwegs, als ich API Connector für Google Sheets entdeckte. Es hatte 100.000+ Installationen. Da ich auf Probleme beim Importieren von Daten in Airtable gestoßen bin, entschied ich mich, das Gleiche für Airtable zu bauen.

Ich grub in den Airtable-Foren und fand Beiträge von Menschen, die versuchen, sich mit APIs von Drittanbietern zu verbinden. Das war Validierung genug.

Entwicklung & Launch

Ich hielt den Funktionsumfang minimal. Das MVP ließ Sie sich anmelden, API-Details eingeben und Anfragen manuell oder zeitgesteuert ausführen. Als ich auf Product Hunt startete, schrieb ich der Gründerin von API Connector, Ana, die anfängliche Inspiration zu – sie war super unterstützend.

Die Anstrengung bis $10K

Der Launch brachte etwa 10 Kunden im ersten Monat mit <$200 MRR. Das Wachstum war langsam aber stetig. Nach dem Vollzeitwechsel und kontinuierlicher Produktverbesserung erreichte ich etwa 2 Jahre nach dem Launch $10K MRR.

Key Takeaways

Schauen Sie sich erfolgreiche Produkte auf anderen Plattformen an und passen Sie sie an

Validieren Sie, indem Sie in Foren nach Menschen suchen, die nach Lösungen fragen

Halten Sie das MVP minimal – beweisen Sie, dass Sie zuerst einen Kunden bekommen können

Seien Sie transparent über Inspiration – es kann wertvolle Beziehungen schaffen

Originally published onData Fetcher Blog

Founder proof brief

A one-page proof brief turns Andy's Data Fetcher playbook into your next test.

See what it covers before you sign up: the pattern worth copying, the channel to test, and the risk to avoid when you adapt this story.

Pattern

$10K MRR

Channel

Sonstiges

Output

Action checklist

What a proof brief covers

A one-page brief that turns Andy's pattern into a testable plan
Channel bet: start from Sonstiges
A risk check before copying the Data Fetcher playbook

See what a proof brief covers

See what it covers first. Create an account only if you choose to unlock.

Inspired by Andy's journey? Generate a business idea in the Entwickler-Tools space using AI and real founder data.

Milestone Journey

Andy achieved 3 milestones on the path to $10K MRR

Erster Kunde

$12

1 month

November 2020

Avg: 1 month

+5 months to next milestone

$1K MRR

$1,000

6 months

March 2021

Avg: 6 months

+1 year to next milestone

$10K MRR

$10,000

2 years

September 2022

Avg: 1 year

2 years

Total journey time

Milestones achieved

Against every documented journey

Andy Cloke reached $10K MRR in 2.0 years, faster than 20% of the 295 documented $10K journeys (median 12 months). The amber bar is this journey.

See the full distribution

Andy's Path to $10K MRRPremium

The journey, decisions, and context behind this milestone

How Andy actually did it

7/7 funnel stages sourced

Reconstructed from Andy's own published sources. Quoted claims are the founder's words, verified verbatim; anything marked as our analysis is exactly that.

Where the idea came from

Personal pain

Andy hit the problem himself while trying to run an IPO-alert newsletter out of Airtable: he needed to import stock-price data and couldn't find an easy way to do it. Trawling Product Hunt for inspiration, he then found API Connector, a Google Sheets add-on with 100,000+ installs that solved the equivalent problem for Sheets, and decided to build the same thing for Airtable.

“Having run into the issue of importing stock prices into Airtable recently, I decided to try and build the same thing for Airtable.”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

Validation

Validated before building

OtherValidated

Before writing any code, he searched existing Airtable community forum threads for people already asking for third-party API connections that Zapier didn't cover, and treated those posts as enough signal to proceed.

Forum research surfaced real users already asking for this kind of integration, which he treated as sufficient signal to start building.

“This was enough validation for me to think there was something there!”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

OtherValidated

In a third-party-published Indie Hackers interview, Andy describes a general idea-sourcing framework he used for both this and his prior venture: find a tool that has taken off on one platform and build the equivalent for an underserved platform. Because this account is only confirmed via a third-party-bylined Q&A (not his own blog or tweets), it is treated as implied rather than stated.

He frames the same cross-platform-adaptation approach (TikTok influencer directory vs. Instagram-only tools; Airtable API connector vs. Google-Sheets-only API Connector) as his repeatable method for sourcing ideas.

Per Indie Hackers interview by Seth King: "How to bootstrapp an Airtable API tool to $4K MRR"

First test users

Platform marketplaceFree testers

Free sign-ups started arriving daily as soon as Data Fetcher went live on the Airtable marketplace in November 2020, before anyone upgraded to a paid plan.

“There were a few free sign-ups coming in each day.”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

First paying customer

Platform marketplaceFree to paid upgrade

A few days after the first free sign-ups appeared on the marketplace listing, one of them upgraded to a paid plan on what was still a rough MVP.

“Then after a few days, boom, the first customer!”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

Acquisition channels, and whether they worked

Other · Airtable app marketplace listingScalingWorked

He worked directly on the marketplace listing's conversion funnel: adding testimonials, G2 reviews (since Airtable's own marketplace has no ratings), and Google Sign-in.

“I added testimonials to the marketplace listing”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

He credits being an early mover on a still-small, deliberately chosen platform, part luck and part an intentional search for low-competition ground, the same pattern he used with his prior TikTok-vs-Instagram venture.

“This was partly luck, but I was also intentionally looking for a new, low-competition platform.”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

Product HuntLaunchPartially worked

Once he had a second, less-embarrassing version ready, he did the standard launch playbook: tweeted about it, posted in Airtable communities, and launched on Product Hunt, crediting API Connector's founder Ana for the original inspiration.

“I tweeted about it, shared it in a few Airtable communities and launched on Product Hunt.”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

SEO / Content · Data Fetcher blog tutorials + YouTube videosScalingWorked

He picked the most common customer use cases, wrote a matching tutorial for the blog, and recorded a matching video for the YouTube channel, using intentionally mismatched request names between the two to attribute which channel a customer came from.

“This channel turned out to be SEO and YouTube videos.”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

Traffic was tiny but the intent behind it was very high, since people were searching for the exact task Data Fetcher solves.

“one of those became a customer”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

Other · Hacker News (spike from a podcast/interview appearance reaching the front page)ScalingWorked

An interview he had done elsewhere hit the front page of Hacker News, driving a spike of new sign-ups and customers.

“An interview I did went to the top of Hacker News, which led to a big spike in new sign-ups and customers.”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

What didn't work

Product scopeScalingCost: time

After monday.com reached out and Andy did diligence with other monday.com app developers who spoke positively about it, he spent about six weeks trying to build a usable version of Data Fetcher for monday.com's app marketplace.

“I spent the next six weeks trying and failing to create a usable version of Data Fetcher for monday.com's app marketplace.”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

monday.com's low API rate limits made it impossible to build an equivalent app with good UX; a single request run could take 5-10 minutes to update the board, on top of other technical and review-process issues.

“The critical technical issue was that it was impossible to create an equivalent app with good UX with their low API rate limits.”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

What they did instead: Abandoned multi-platform expansion and stayed Airtable-only; he later reframed single-platform dependency as a moat rather than a risk, since the opportunity is too small for VC-backed competitors to bother copying.

PositioningScalingCost: time

During one of his customer support calls, a customer told him they had tried every competing tool before Data Fetcher specifically because the landing page put them off.

“One customer told me I tried every other tool before mine because my landing page was so bad.”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

What they did instead: Redid the landing page shortly after receiving that feedback.

How it changed as they grew

At launch: 1 person (Solo founder, no hires)

First 10k mrr: 3 people (1 founder + 2 part-time freelance content marketers)

Pricing increase: $12/month → $18/month

Applied the conventional SaaS advice to raise prices when customer growth is slow, moving in two gradual steps ($12 to $15, then to $18) rather than all at once.

Our analysis, not the founder's claim

Pricing increase: $18/month → $24/month

No explicit reason is given for this specific increase beyond continuing a pattern of price rises that had already proven survivable; it lands around the same time he switched from full-time freelancing to running Data Fetcher on his own schedule.

Our analysis, not the founder's claim

What broke as they grew

As subscriber count and API request volume grew through the first half of 2022, the backend infrastructure started to buckle: he outgrew his Heroku database tier twice in quick succession, fought a middle-of-the-night Redis outage, and found that code that worked fine at 100 customers broke once usage crossed 250, which cost him several weeks of dedicated stability work.

“Code which had worked at 100 customers no longer worked at 250.”

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR"

Sources (3 in the founder's own words)

Data Fetcher blog: "The Journey Bootstrapping a SaaS to $10k MRR" · founder-authored · 2022-09
Data Fetcher About page (founder bio) · founder-authored
Indie Hackers product post by Andy Cloke: "Launched on the Airtable app marketplace" · founder-authored · 2020-11
Indie Hackers interview by Seth King: "How to bootstrapp an Airtable API tool to $4K MRR" · third party · 2021-11

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Frequently asked questions

How much does Data Fetcher make?

Data Fetcher reports $23K MRR as of January 2025. Data Fetcher grew $6K → $23K MRR; 2024 ARR $435.6K. Source: StackStarts.

What is Data Fetcher?

Eine Airtable-Erweiterung, mit der Sie sich mit APIs verbinden und Daten ohne Code importieren können. It operates in Entwickler-Tools.

How long did it take Data Fetcher to reach $10k mrr?

Andy Cloke took 2 years to reach $10k mrr with Data Fetcher.

Was Andy Cloke a solo founder?

Yes. Andy Cloke built Data Fetcher as a solo founder.

What marketing channel did Data Fetcher use to grow?

Data Fetcher grew primarily through Sonstiges.

What industry is Data Fetcher in?

Data Fetcher operates in Entwickler-Tools.

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