
Firecrawl
DataForSEO
Bright Data
ScrapingBee
tavily
SearchApi.io
Scraper API
Access real-time results from Google and 100+ search engines with a simple API. No proxies, CAPTCHAs, or parsing required.

Weaviate
Milvus
Pinecone
ElasticSearch
Algolia
Vespa.ai
Zilliz
Qdrant is a high-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Which is more popular?
Based on our record, SerpApi should be more popular than Qdrant. It has been mentioned 107 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | serpapi.com | qdrant.tech |
| Pricing | ||
| Platforms | — | |
| Company | Startup from the United States · 50 - 99 employees | 2021 |
| 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...
Qdrant is a leading open-source high-performance Vector Database written in Rust with extended metadata filtering support and advanced features. It deploys as an API service providing a search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be...
What each product offers, as listed by its team.


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


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
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 Qdrant.
SerpApi's answer
We provide more search engines under one subscription.
Qdrant's answer:
Advanced Features, Performance, Scalability, Developer Experience, and Resources Saving.
SerpApi's answer
Developers/Companies who need data from search engines.
SerpApi's answer
Ruby on Rails and MongoDB
Qdrant's answer:
Qdrant is written completely in Rust. SDKs available for all popular languages Python, Go, Rust, Java, .NET, etc.
SerpApi's answer
We're the first web scraping company that focus on scraping search engines.
Qdrant's answer:
Highest performance https://qdrant.tech/benchmarks/, scalability and ease of use.
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 Qdrant. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


> > _Ways to get Markdown output_ An application can use different response formats for different tasks. For example, a research agent could consume Markdown for a broad search-and-summarize step, while a separate data collection... - Source: dev.to / 6 days ago
SerpApi | https://serpapi.com | Junior to Senior Fullstack Engineer multiple positions | Customer Success Engineer | Hiring Coordinator | Python/Ruby/PHP/Js/Rust/Kotlin/C#/Crystal/Nim/Elixir Developer Advocate positions | Based in... - Source: Hacker News / 11 days ago
Breach list: Have I Been Pwned (CC BY 4.0). Delete links: JustDeleteMe (MIT). Model: Gemma, run with Ollama. Live search: SerpApi. The film's voice is from Fish Audio, which isn't open source; its music and sound effects come from the... - Source: dev.to / 13 days ago
This article builds the backend of a chat help bot for an online bookstore: a small, tested Python pipeline built on LangChain, Qdrant, and Zyte API that treats a blocked or empty page as a first-class outcome, fetches pages as LLM-ready... - Source: dev.to / 8 days ago
Tailscale — all agent access to my infra goes over the tailnet; SSH is not exposed publicly. Agents reach services by tailnet name, which also means the public attack surface is ~zero. Tailscale - Cloudflare — DNS, Pages (this site),... - Source: dev.to / 15 days ago
Say your product needs search that understands meaning. A user types "the tax due when you sell shares at a profit" and expects the page on capital gains tax, even though none of those words appears in its title. The usual next step is a... - Source: dev.to / 24 days ago
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