SerpApi
Apify
ScrapingBee
tavily
DataForSEO
SearchApi.io
Zenserp
Bright Data
Fluenta.space
Exploding Topics
Validator AI
SparkToro
Ideabrowser.com
GoNoGo.team
Starter Story
Preuve AI
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 details.
It's super useful for developers who need to pull search results for tasks like SEO monitoring, market research, travel information, AI models, or even academic projects. Plus, it provides the data in a neat JSON format, making it really easy to use in your applications!
Fluenta is the multi-signal startup-idea validator. While ChatGPT and Claude pull from press releases (which lag the real market by 18+ months), Fluenta scores ideas on 6 live signals: search demand (DataForSEO + Trends), social pain (Reddit/X/Quora scrapers), competition (G2, Capterra, ProductHunt), money signal (AppSumo, Upwork, Acquire), funding momentum (Crunchbase), and urgency triggers. 1000+ ideas pre-scored. 15-min X-Ray on your own idea. Used by founders who refuse to build dead ideas.
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SerpApi's answer
We provide more search engines under one subscription.
Fluenta.space's answer:
Most adjacent tools solve a piece of the problem but not the decision: ChatGPT/Claude give you confident "yes"es from stale data. Exploding Topics and SparkToro show trends but no validation framework. Crunchbase tells you who funded what but not whether you should build it. Trends.vc and Starter Story share case studies but not predictive scoring.
Fluenta is the only one that synthesizes all 6 signals into a single 0-100 score, refreshes daily from 200+ live sources, and surfaces the specific evidence for and against an idea. Built specifically for the founder choosing what to build next โ not for analysts or investors browsing trend reports.
SerpApi's answer
Developers/Companies who need data from search engines.
Fluenta.space's answer:
Solo founders, indie hackers, and PLG SaaS makers in customer-acquisition mode โ specifically founders deciding whether to commit 6-12 months to a new idea before writing code. Native English-speaking, bootstrapped or pre-seed, typically running their first or second venture.
Secondary audience: research-driven product managers and operators inside established companies evaluating new product lines or expansion bets.
SerpApi's answer
Ruby on Rails and MongoDB
Fluenta.space's answer:
SerpApi's answer
We're the first web scraping company that focus on scraping search engines.
Fluenta.space's answer:
Fluenta is the only multi-signal startup-idea validator that scores any idea on a 0-100 Launch Readiness Score across 6 quantified market signals: search demand, social pain, competition density, money signal, funding momentum, and urgency triggers. While ChatGPT, Claude, and similar LLM-based tools pull validation signal from press releases that lag the real market by 18+ months, Fluenta scans 200+ live data sources every day and outputs sourced numbers โ not "AI says it's promising." 1000+ ideas pre-scored, daily refresh, no LLM-only outputs.
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.
Fluenta.space's answer:
Built by Oleg Ivanov โ 20 years shipping ventures across FMCG, fintech, and Web3. Sold three, killed dozens. The killed ones all died for the same reason, but the reason changed shape over time:
Pre-GPT, gut-feeling validation led to wrong markets, wrong timing, wrong conclusions.
Post-GPT, the failure mode shifted. Asked ChatGPT if the idea was good. ChatGPT said yes. The market still said no โ because LLMs pull from press releases dated 18+ months earlier. New tool, same validation theater.
Fluenta is what he wished existed back then. It scans 200+ live sources every day and outputs a 0-100 Launch Readiness Score across six quantified market signals. No "AI says it's promising." Just sourced numbers, refreshed daily.
Building since November 2025. Anchor essay "The ChatGPT-Cofounder Era Is Ending" published May 2026 at fluenta.space/resources/guides. No outside investment, no exit clock.
SerpApi's answer
Fluenta.space's answer:
Based on our record, SerpApi seems to be more popular. It has been mentiond 92 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Real-world note: For production, integrate with SerpAPI, Brave Search API, or Tavily. The structure stays the same. - Source: dev.to / about 1 month ago
And here's the code for SearchGoogleShopping that works with Google Shopping using SerpApi:. - Source: dev.to / 4 months ago
I work at SerpApi [0], and we offer a free tier that may serve your needs if you're just looking to do programmatic searches periodically. Much of the reason people go with a service like ours is because of the difficulty with rolling your own reliable solution. Happy to answer any questions you might have as well! [0]: https://serpapi.com/. - Source: Hacker News / 4 months ago
The Nemofinder is open source and available on GitHub. You need to add a SerpAPI key or change the API to one that you have access to. You need to set up a DigitalOcean GPU droplet with Nemotron 3. Next, you need to update the Nemotron 3 calls to use your deployment's IP address. Feel free to clone, change, and use the application as you'd like. - Source: dev.to / 4 months ago
SerpApi | https://serpapi.com | Junior to Senior Fullstack Engineer multiple positions | Customer Success Engineer | Hiring Coordinator | Python/Ruby/PHP/Js/Rust/Cotlin/C#/Crystal/Nim/Elixir Developer Advocate positions | Based in Austin, TX but remote-first structure | Full-time | ONSITE or FULLY REMOTE | $150K - 180K a year 1099 for US or local avg + 20% for outside the US SerpApi is the leading API to scrape... - Source: Hacker News / 6 months ago
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