Your agent needs a fresh Google result and gets a CAPTCHA wall instead. Or a burned proxy. Or HTML that changed shape overnight. Scraping search yourself is maintenance that never ends, and the retired Bing Search API sent even more teams hunting for alternatives. A good SERP API takes that job over, but the field is uneven. Some vendors answer live in seconds, some make you wait in a queue, and some return rankings from their own index instead of Google’s. I reviewed the options against a developer’s checklist: result accuracy, engine and location coverage, latency against cost, structured output, and who keeps the scraping running.
What a SERP API Must Deliver
Live calls versus queued jobs
An agent mid-conversation can’t wait for a batch. Rank tracking across thousands of keywords can wait, and it should cost less for waiting.
Parsed output
Structured JSON with organic results, ads and SERP features removes a parsing layer. Raw HTML still matters when you want to run your own extraction.
Agent-ready SEO data
An SEO API for AI agents earns its place through MCP support or n8n and Make nodes, not through a dashboard.
Who runs the scraping
Proxies, CAPTCHAs and layout changes are the vendor’s problem or yours. Decide which before you sign.
Google results or an index of its own
Some providers return live results from Google and Bing. Others rank from an index they built. That choice decides whether you can track Google positions at all.
Filters That Cut the Field
I screened providers on documentation and kept only those with parsed output and a clear agent integration path: an MCP server, n8n or Make nodes, or a plain REST call. Where free tiers or trial credits existed, I sent a few sample requests to look at the response shape.
For the search API pricing comparison, I looked at models rather than tariffs: prepaid credits, subscriptions, pay-as-you-go, and how long unused balance survives. Prices change too often to print, so none appear here. Reviews on Trustpilot and G2 filled in the rest. I read them for repeated complaints about support, blocked requests and billing surprises, and I treated tiny review counts as weak evidence.
Company facts below come from vendor statements and are worded as such. This is an assessment of public information, not a lab benchmark.
The List
1. DataForSEO
DataForSEO ships an official MCP server, so Claude, Claude Code, Cursor, ChatGPT and Gemini CLI can reach live search data through a remote endpoint, local npx or Docker. DataForSEO’s SERP API returns parsed results from Google, Bing, YouTube, Yahoo, Baidu, Naver and Seznam through a single endpoint, plus Google Maps, News, Images and AI Mode, as JSON or raw HTML for any Google location.
Live mode answers one request in seconds, which suits an agent mid-task, while Standard and Priority queues absorb bulk rank tracking. Trustpilot lists 4.5/5 from 67 reviews.
The same account opens the On-Page API, a 60+ check crawler with JavaScript rendering, so agencies can build technical SEO audits at scale on an API rather than a dashboard. Billing is pay-as-you-go with no seats, and DataForSEO runs the collection, so nobody on your team maintains a scraper or a proxy.
Ideal for: Anyone wiring live search data into agents, trackers or audit pipelines, from solo developers to SEO agencies and software teams.
2. Brave Search API
No fallback to Google or Bing here. Every result comes from Brave’s own independent index, crawled and ranked by Brave. Endpoints cover web, news, images, videos and Places, plus an LLM Context endpoint made for grounding.
Brave states it has answered 150 billion queries and handles hundreds of millions a day. Billing runs on prepaid credits with no subscription, a mid-range, pay-as-you-go setup.
One trade-off follows from the architecture: the rankings are Brave’s, not Google’s. A team that must see exactly what Google shows its users will want another tool. For an agent that needs a clean source with no dependency on Google, the same design is the selling point.
Ideal for: Agent builders who want grounding data from an independent index rather than a Google proxy.
3. Tavily
Research agents and RAG pipelines are Tavily’s home ground. It is a web access API for AI agents with Search, Extract, Research, Crawl and Map endpoints, so a single vendor covers finding pages and reading them.
Search, Extract, Crawl and Map handle discovery and retrieval, and Research sits on top for multi-step questions. Tavily says more than 3M developers trust it. It raised a $25M Series A and now operates as Tavily by Nebius.
Plans mix subscription and pay-as-you-go, a mid-tier arrangement by market positioning.
Ideal for: Teams building research agents that need to search, extract and crawl from one provider.
4. Serper
Serper keeps the proposition narrow: a Google Search API that says it returns results in 1-2 seconds. New accounts get 2,500 free queries to start, enough to wire it into an agent before spending anything.
Credits are prepaid, with no monthly subscription, and they stay valid for six months. It is an accessible, pay-as-you-go model that suits uneven traffic.
Trustpilot shows 2.9/5 from 6 reviews. A sample that small says little. Built around Google search, it pairs with other tools for anything beyond that.
Ideal for: Solo developers and small teams prototyping agent search against Google on a light budget.
5. HasData
HasData bundles 63 API endpoints and 21 no-code scrapers into one web scraping service for data pipelines and AI. It says 1.3k+ customers trust it, and it charges only for successful requests.
Failed calls never touch the balance, which keeps the bill predictable when a target site misbehaves. Trustpilot lists 4.5/5 from 43 reviews.
Plans are subscription-based and sit in the accessible tier. The no-code scrapers give non-engineers a way in as well.
Ideal for: Teams that want search data and other scraping targets from one vendor, billed only on success.
6. SE Ranking
SE Ranking launched its first SEO tool in 2013. Legal addresses sit in London and Wilmington, Delaware, with team hubs in Kyiv, Wroclaw and Warsaw and 150+ people. The company says more than a million businesses, agencies and SEO experts have relied on it.
Rank Tracker and Website Audit are the headline products, with an API for pulling the same data into custom reports.
On G2, SE Ranking carries 4.7/5 from 1471 reviews. Of the seven here, it sits closest to a finished SEO product, with the API as a second door into the same data. That suits agencies that also want a ready-made tool alongside the API, while teams after only raw API data are better served by the others. Subscription pricing, mid-range by market tier.
Ideal for: Agencies that want a ready rank tracker and site audit tool with an API for exporting that data.
7. Bright Data
Formerly Luminati Networks, Bright Data was founded in 2014. It states that it serves more than 50,000 customers and has over 600 team members.
The offer spans proxy networks, AI-powered web scraping tools and refreshed datasets. That is a wider remit than a dedicated SERP API. Teams already buying proxy capacity can fold collection into one vendor instead of running their own rotation.
Premium tier, subscription model. For a team that only needs search results, that is the heavier end of the market.
Ideal for: Enterprise teams running large-scale web data collection that already depend on proxy infrastructure.
Sorting the Seven by Workload
For agent and LLM-app builders, DataForSEO suits teams that want live Google, Bing and AI Mode results, MCP and n8n or Make access, and On-Page and keyword data on the same account. Brave Search API fits those who prefer grounding from an independent index. Tavily fits research agents that also need to extract and crawl pages.
For lean lookups and broad scraping, Serper covers quick Google queries for prototypes and small tools. HasData stretches to 63 endpoints and no-code scrapers, billed only when a request succeeds.
For tracking products and enterprise collection, SE Ranking suits agencies that also want a ready-made tracker and audit tool alongside the API; teams after only raw API data are better served by the others. Bright Data belongs where proxy infrastructure and datasets already sit in the stack.
| Provider | Best for | Pricing model |
| DataForSEO | Solo developers to SEO software teams | mid-range, pay-as-you-go |
| Brave Search API | Grounding from an independent index | mid-range, pay-as-you-go |
| Tavily | Research agents needing web access | mid-range, subscription and pay-as-you-go |
| Serper | Quick Google lookups, small projects | accessible, pay-as-you-go |
| HasData | Broad scraping billed on success | accessible, subscription |
| SE Ranking | Agencies wanting tracker plus API | mid-range, subscription |
| Bright Data | Enterprise collection with proxies | premium, subscription |
Before you commit, write down what breaks first on your build: freshness, location coverage, or the bill at ten times today’s volume. Answer that, and the shortlist cuts itself.
Frequently Asked Questions
How does SERP API pricing work?
Most providers bill per request, per credit bundle or per subscription tier. Delivery speed, result depth and the search engine queried usually drive the cost. Compare models first: prepaid credits and pay-as-you-go suit uneven traffic, while subscriptions suit steady, predictable volume.
What can a SERP API return beyond blue links?
A good SERP API returns organic results, ads, featured snippets, maps, news, images and other SERP features as parsed JSON. Some also offer raw HTML and AI-generated answer results. Location and language targeting decide how closely the output matches what a real user sees.
Which SERP API options replace the retired Bing Search API?
Two routes exist. Providers such as DataForSEO return live Bing results among several engines, while Brave Search API serves results from its own independent index. Pick the first if you need Bing’s actual rankings, the second if any quality source will do.