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 On-Screen 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.
- Instagram Post & Carousel 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.
- TikTok Video Text & Overlay 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.
Benchmarks
- Google Maps Reviews API compared: 6 providers benchmarked
Independent benchmark of Google Maps review APIs — rainminer, Outscraper, DataForSEO, SerpApi, Bright Data, and Oxylabs on the same Place IDs. Cost, speed, fields, and 15 pairwise comparisons.
All posts
Stop writing Playwright for a five-step smoke test
The thing everyone gets wrong about Reddit research- The reason a Reel transcript never becomes a recipe
- To every marketer who's tracked Instagram contests in a spreadsheet
- The location tag is not the place list
Claude's public checker is for files, not essays
The reason Tripadvisor menus keep coming back empty isn't what you think
Most people don't know SME prices live one click off the homepage
The thing everyone gets wrong about YouTube Shorts transcripts
The reason the video isn't ranking isn't what you think
Saving a TikTok recipe used to mean pausing the video
Nobody talks about this, but TikTok discount codes live in video descriptions
Most people don't know the cafe list is already in the TikTok
Stop checking ChatGPT essays for watermarks
Stop filtering listings by bedroom count. Read the floorplan
The thing everyone gets wrong about fact-checking a TikTok
Affiliates: you're leaving money on the table every time you skip Instagram captions
A missing Gemini watermark does not mean a human wrote it
Nobody talks about this, but a Google Maps listing already has a reply voice
If you're a listings QA lead at a local SEO agency, this is for you
A list price is not a global price
Most people don't know the listing photos already graded the car- EU AI Act labels are in force. Overlay badges vanish on save
Partnership managers: you're leaving money on the table every time you skip the overlay
Stop reverse-searching product photos one tab at a time- See all