Posts
- Google Maps Menu Scraper API

Nobody talks about this, but Google Maps menus are photos, not data
The Google Maps Menu Scraper API reads dish names and prices from menu photos on Maps, not an empty data tab. Stop OCR-ing screenshot folders by hand.
- Instagram Reel Text Extractor API

Transcribing Instagram Reels is actually wrong
The Instagram Reel Text Extractor API reads the price, drop date, and code in the overlay at 00:02. Whisper hears the Reel; transcripts miss the frame.
- TikTok Video Text Extractor API

Stop screenshotting TikTok overlays. Read them instead
The TikTok Video Text Extractor API reads the drop, the price, and the code already on the frame. Stop pausing videos into dated screenshot folders.
- Instagram Post Text Extractor API

Most people don't know the Instagram caption isn't the post
The Instagram Post Text Extractor API reads offers burned into images and slides. The caption says 'details in post' — slide two is the announcement.
All posts
- EU AI Act labels are in force. Overlay badges vanish on save
Most people don't know this about Claude watermarks
Stop checking ChatGPT essays for watermarks
A missing Gemini watermark does not mean a human wrote it
Stop writing Playwright for a five-step smoke test
A list price is not a global price
Most people don't know SME prices live one click off the homepage
If you're a listings QA lead at a local SEO agency, this is for you
The thing everyone gets wrong about YouTube Shorts transcripts
The reason Tripadvisor menus keep coming back empty isn't what you think
Most people don't know the listing photos already graded the car
Stop filtering listings by bedroom count. Read the floorplan
The reason the video isn't ranking isn't what you think
Nobody talks about this, but TikTok discount codes live in video descriptions
Affiliates: you're leaving money on the table every time you skip Instagram captions
To every marketer who's tracked Instagram contests in a spreadsheet
Partnership managers: you're leaving money on the table every time you skip the overlay
The thing everyone gets wrong about Reddit research- See all