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Andrew Apellleft a comment
I am the maker of SlideCut. We all know the struggle: You have spent hours writing a perfect report, proposal or article in Google Docs. The content is done. But now comes the painful part—manually copy-pasting everything into Google Slides, formatting headers and dragging text boxes around for another two hours. I built SlideCut to combat that "formatting fatigue." SlideCut analyses your...

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Andrew Apellleft a comment
Congratulations on the launch. I believe the fact that it is fully open source will bring you much success amongst solo founders like me.

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Flookup API, our 5th launch, is a powerful REST API, delivering fuzzy matching, similarity scoring and deduplication.
Automate data cleaning, integrate with any workflow and scale.
Enjoy generous pay-as-you-go pricing and a 14-day refund guarantee.

Flookup Data Wrangler: APIAutomate, integrate and scale your data cleaning
Andrew Apellleft a comment
I am thrilled to share Flookup API, our fifth Product Hunt launch! After four launches that taught me resilience (the first two excelled, the last two were challenging), this milestone represents eight years of refining fuzzy logic into a robust solution. I developed this to liberate Flookup from the constraints of Google Sheets and Apps Script, enabling it to operate on a powerful, scalable...

Flookup Data Wrangler: APIAutomate, integrate and scale your data cleaning
Andrew Apellstarted a discussion
I created a Google Sheets add‑on 5+ years ago and it is still #1 for data cleaning
I’m Andrew, creator of Flookup Data Wrangler, a lightweight yet powerful Google Sheets add‑on built in 2019 that is consistently rated #1 for data cleaning. What Flookup does Flookup enables smarter data cleaning without leaving Sheets: Fuzzy lookup and merge by percentage similarity, sound similarity or semantic (meaning‑based) matching Strip punctuation, diacritics and stop words before...
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Andrew Apellleft a comment
Five years ago, someone introduced me to the idea of using Artificial Intelligence (AI) for data cleaning. At the time, I was confident that AI had little advantage over traditional algorithms. For the first three years, I resisted adding any AI to Flookup. Then, I wrote a small post on my website, announcing that I would eventually integrate it, but another two years passed before I finally...

Flookup 4.0Fuzzy match, merge and remove duplicates by text similarity
Introducing the latest update for Flookup Data Wrangler: AI-powered data cleaning.
Now, you can clean your datasets using natural language to specify what you want Flookup to do through tasks line fuzzy matching, duplicate removal and data standardization

Flookup 4.0Fuzzy match, merge and remove duplicates by text similarity
Introducing the latest update for Flookup Data Wrangler: Daily and hourly scheduling for data cleansing functions.
Now, you can automate your data cleaning processes effortlessly, reducing the need for manual intervention.

Flookup 3.0Fuzzy lookup, merge and remove duplicates by text similarity
Andrew Apellleft a comment
I have finally arrived at a great milestone in as a solopreneur! Since launching Flookup on this platform over 5 years ago, I have always been plagued by the simple fact that, because it is a Google Sheets add-on, it was constrained by Google's timeout policy. This meant that cleaning larger datasets was not very convenient, as the add-on would timeout in a few seconds. Later on, I added a new...

Flookup 3.0Fuzzy lookup, merge and remove duplicates by text similarity
Andrew Apellleft a comment
Listing on the Google Workspace Marketplace made users find Flookup before I had really started looking for them.
How did you get your first paying customers?
Edward CederlundJoin the discussion
Flookup is a Google Sheets add-on that relies on fuzzy matching to do any of the following data cleaning tasks:
1. Remove duplicates.
2. Highlight duplicates.
3. Merge fuzzy data.
1. Remove duplicates.
2. Highlight duplicates.
3. Merge fuzzy data.
4. Remove unwanted values.
5. Get the percentage similarity between strings.

Flookup 2.0Fuzzy match, highlight and remove duplicates from your data
Andrew Apellleft a comment
It has been 3 years since we launched Flookup Product Hunt. In those 3 years, Flookup has undergone multiple changes (500+), each change engineered to make it the best no-frills data cleaning add-on on the web. WHAT HAS CHANGED SINCE THE ORIGINAL LAUNCH? 1. Long Run Mode which allows the functions to run for 6 minutes. This is up from the original 30 second runtime. 2. Upgraded algorithm that...

Flookup 2.0Fuzzy match, highlight and remove duplicates from your data
Andrew Apellleft a comment
I'm Andrew Apell and I endorse this product.
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Andrew Apellleft a comment
Impressive product guys! You just keep getting better and better!
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Andrew Apellleft a comment
I'll take it off your hands if you don't like it hehehe Anyway, I really enjoyed your story; great read.snd full of useful points. Now I'm curious about your new product and whether the lessons you've learnt from Sip will have a positive and meaningful impact on it or not...
Sunsetting Sip: A Post Mortem
Ryan Hoover Read
Flookup is a Google Sheets add-on that relies on fuzzy matching to do any of the following data cleaning tasks:
1. Remove duplicates.
2. Highlight duplicates.
3. Match or merge data.
4. Calculate the percentage similarity between strings.

FlookupFuzzy match, highlight and remove duplicates from your data
Andrew Apellleft a comment
It can be used to perform vertical lookups on any column and horizontal lookups on any row, based on percentage or sound similarity. It can also be used to highlight or delete duplicate values by sound or percentage similarity. Pros: Flookup makes working with unsorted, uncleaned or even clean data much easier Cons: It doesn't work offline

FlookupFuzzy match, highlight and remove duplicates from your data

