HasData

Love your Google Maps Scraper. I'm bad at coding, so I'm happy that you have products for no-coders like me. Sure, I could vide code anything now but quality won't be the same.

we use HasData inside Pendium and it's solid

@ermakovich_sergey @rmilyushkevich Congrats on launch day! Two questions on the Google AI Mode SERP API. First, does it return the citation URLs alongside the AI answer? Second, any rate limit gotchas when running ~150 queries in a short burst?

Honestly, Roman mentioning that the AI Agent cross-checks ambiguous pages against a secondary source is totally flying under the radar — it's the most underrated part of this whole launch.Quick practical question though: how does the Agent actually decide when to escalate to a cross-check? Is it relying on confidence scores (like the extraction model saying "I'm only 60% sure"), strict schema validation ("required field missing"), or some other heuristic?Asking as an indie dev building AI tools, because getting that "when to escalate" logic right is usually exactly what makes or breaks agentic systems in production.

Love your MCP server. I know that it's new, but it's already made my Claude workflow easier. Thanks and good luck today!

Congratulations on the launch! Does the agent run on a schedule for recurring tasks, or only on demand?

Congrats on Launch! I hope we could get a LinkedIn extension even though it blocks scraping...

Seems like you guys did a really great job connecting your scraping tools to AI via mcps, cli, etc. Might give it a try today!

Hey there! I just wanted to say qudos for your service. I used it for some enrichment work and honestly you nailed it!!! It took me only about 20 minutes to connect your API to my setup (agent skill for Claude vibe me through), and I was impressed with how smooth the process was.I had a dataset of 607 rows, and the email enrichment came back with a 74% success rate, which I think is fantastic. After checking for bounces, it settled at 69%. Not bad at all for just 20 minutes of work!I've added you to my favorites for scraping services because you definitely deserve a spot there.

For long-tail sites where users rely on AI extraction: how do you make the output consistent and trustworthy over time (schema drift, hallucinated fields, changing layouts), and how does that compare to approaches like Diffbot-style automatic extraction or Firecrawl-style content-first outputs?

Congrats team! Happy to find your product, Google maps no-code scrapers is sth I really need, will try today.

Congrats on launch! Love how the agent picks the matching scraper itself, that part always slowed me down on other tools.

Good luck

The success-only billing is the headline for me, it's one of those things that sounds obvious in hindsight but almost nobody does it. Scraping infrastructure is inherently flaky, so charging for failures has always felt like passing your infrastructure debt onto the customer.Quick question though: how do you define "success" when the request technically completes but returns stale or incomplete data? That edge case is where I'd expect the billing model to get complicated.Also curious whether the MCP server handles rate limiting and retry logic transparently, or does the developer still have to think about that?Rooting for this one — clean problem, clean solution.

Building a small side project that needs lead data and was about to write a custom scraper. Now I think I'll just use this - will give it a try at least. Congrats on launching today!

This is a really good service. I used it to collect data for Callersmart website. Data quality is perfect, fast response and good price. They have different platforms no-code scrapers:Recommend!

Guys, really good lunch, congrats! Do you have any results validation to ensure data accuracy that is provided by AI agent?

I’ve been using HasData for a while now, mainly for Google Maps scraping, and it’s been really easy to use.What I like is that it removes a lot of the usual friction around collecting structured data. Instead of spending ages working out the best way to scrape, clean, and organise the data, I’ve been able to get useful results pretty quickly.I’m especially excited to try the new AI agent. Getting data from less common websites is often the painful bit. It can be time-consuming, inconsistent, and a lot of trial and error, especially when every site has a slightly different structure.If the agent can make that process smoother and more reliable, it’ll be a really useful addition.Congrats on the launch. Looking forward to seeing how the product develops.

Hey Product Hunt 👋Sergey here, co-founder at HasData.HasData is the managed web data service for AI agents and pipelines. We handle the messy infrastructure like proxies and anti-bot. We also maintain dozens of ready APIs for Google, Maps, Zillow and e-commerce.And one thing that sets us apart from every other API in this space: we only bill on success. Failed requests cost nothing. You pay for data that actually arrives, not for retries on a broken proxy.Today we are launching our AI Agent, an MCP server, a CLI and Agent Skills for Claude Code and OpenClaw. You can now connect HasData straight to your AI stack.The catalog is pretty powerful if you know exactly what you need. But it gets frustrating if you do not. Picking the right tool, learning the parameters and parsing the output takes time away from actual building.The new AI Agent fixes that. Describe what you need. The Agent picks the matching API, runs the job, and returns a dataset. Enrich any row from the same chat with contacts, firmographics, or whatever's missing.The MCP server, CLI, and Agent Skills give the same flow to anyone working from Claude, ChatGPT, the terminal, or Claude Code.Two things worth knowing:We're giving 10,000 free credits during launch week.If you're a HasData user already, everything works on your existing account, catalog, and workspace. No separate plan, no migration.It's live at app.hasdata.com/chat. I'm here all day, so is the team. Drop a comment, break it, tell us what's missing.