
Firecrawl
Bright Data
DataForSEO
ScrapingBee
SearchApi.io
tavily
Scraper API
Access real-time results from Google and 100+ search engines with a simple API. No proxies, CAPTCHAs, or parsing required.
AgentBrush.dev
AI portrait generator
DeepAI
imgCreatorAI.org
ImageImage.org
Runflow.io
Virtual Models by Rosebud AI
img-forge is the live production workload for Stackbilder's control layer. Connect Codex, Claude Code, Cursor, or your own MCP client to one OAuth endpoint so an agent can discover models, generate images, check jobs, and manage credits.
Which is more popular?
Based on our record, SerpApi seems to be more popular. It has been mentioned 100 times since March 2021.
Website, pricing, platforms and company facts side by side.
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SIF
Stackbilders Img-Forge
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| Website | serpapi.com | stackbilder.com |
| Pricing | — | |
| Company | Startup from the United States · 50 - 99 employees | — |
| Listed in |
In their own words, as submitted to SaaSHub.

We help you automate gathering data from search engines like Google, Bing, or Yahoo. What's cool about SerpApi is that it handles all the scraping complexities for you, like dealing with CAPTCHAs, managing IP addresses, and parsing data into a structured JSON. So you don't have to worry about the...
No description of Stackbilders Img-Forge yet.
What each product offers, as listed by its team.

Possible disadvantages
An editorial look at what each product does well and who it suits.

Overall verdict
Why this product is good
Recommended for
No analysis of Stackbilders Img-Forge yet.
Walkthroughs and reviews on video.
OpenAI Function Calling - Connect AI to the Internet
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How often each product is chosen within a category, 0–100% relative to the other.

As answered by people managing SerpApi and Stackbilders Img-Forge.
SerpApi's answer
We provide more search engines under one subscription.
SerpApi's answer
Developers/Companies who need data from search engines.
SerpApi's answer
Ruby on Rails and MongoDB
SerpApi's answer
We're the first web scraping company that focus on scraping search engines.
SerpApi's answer
Back in 2017, Julien Khaleghy, the founder of SerpApi, built an iOS app that can analyze data from a picture. iOS didn't have a proper machine learning framework back then. It was challenging: iPhones' RAM were limited, no GPU or no dedicated chip acceleration were available, using only CPU was painfully slow, and compiling/porting C code from machine learning framework like Tensorflow or Caffe to iOS wasn't straightforward. Oddly, all of this wasn't the most difficult part of this project. Collecting images from Google Images was.
In these projects, 80% of his time ended up being spent on scraping and parsing Google Images. And maybe only 20% on actual machine learning model training, UI design of the actual apps, and iOS programming. This is how SerpApi was born.
SerpApi's answer
Share your experience with using SerpApi and Stackbilders Img-Forge. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.

1. Search. SerpApi runs six Google searches tuned to me, such as remote AI internships, online hackathons with cash prizes, and scholarships open to Sri Lankan students. I exclude the big job boards, because a page with 50 jobs on it... - Source: dev.to / about 23 hours ago
Jobs: SerpApi Google Jobs, one shared search per role family for all of Ireland, refreshed about once a week, so one search serves every user. (The Google Jobs engine rejects gl=ie; the location alone works.) Plus 55 employers' public... - Source: dev.to / 5 days ago
SerpApi for the nearby search integration. - Source: dev.to / 14 days ago
Tracking Stackbilders Img-Forge since Aug 2026.
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