Ranking the Top 4 Apify Alternatives for AI Agents
Apify Alternatives
The best Apify alternative in 2026 is Scavio ($30/mo, 50 free signup credits) — one API for 50+ platforms, including Google, YouTube, Amazon, Reddit, TikTok, Instagram and LinkedIn. Below, we compare 4 alternatives on pricing, platform coverage, output quality, and developer experience.
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Pricing and features here are checked against each vendor's public docs. See our methodology.
TLDR: Apify Alternatives
| # | Tool | Price | Best For |
|---|---|---|---|
| 1 | Scavio | $30/mo, 50 free signup credits | Agent teams wanting one key and one schema instead of per-actor setup |
| 2 | Bright Data | SERP API free 5,000 requests/mo; pay-as-you-go from $1/1k | Large teams needing enterprise scale and pre-built datasets |
| 3 | ScraperAPI | $49/mo (100,000 credits); 7-day trial with 5,000 credits | Teams who prefer a single proxy API over a marketplace model |
| 4 | Firecrawl | $16/mo yearly ($19 monthly) for 5,000 credits; 1,000 free credits/mo | Predictable crawling and extraction for LLM pipelines |
This comparison draws on each vendor's public pricing and documentation plus feedback from developer communities. Figures were last checked in 2026 -- verify current pricing on each vendor's site.
Top Apify alternatives in 2026 for AI agents and search data pipelines. Apify Store's 85,000+ Actors are a genuine strength when you need to scrape something niche, and its scheduling and storage tooling is polished. Teams look elsewhere when they want consistent quality across endpoints, unified pricing, or a managed search API that does not involve configuring a different Actor per platform. These four alternatives offer more predictable, search-first experiences for agent builders.
Why do teams switch from Apify to Scavio?
These are common themes in Apify user feedback across developer communities.
1. Actor quality varies wildly across the marketplace
Actor quality varies widely across the marketplace. Some actors, like popular Google SERP scrapers, return consistent results, while others fail silently: a YouTube channel actor can return an empty dataset with a successful status code, and an Amazon product actor can miss pricing fields that are present on the live listing. Community-maintained actors are the backbone of the platform, but there is no SLA on output schema or freshness. When an actor author abandons maintenance, your pipeline breaks without warning, and a response to a filed issue is not guaranteed. For teams building production agents, this unpredictability means adding validation layers and fallback logic that erase the time savings the marketplace is supposed to provide.
2. Pricing becomes opaque once you combine platform and actor costs
Apify's Starter plan costs $19 a month and includes $19 to spend in Apify Store or on your own Actors, at $0.2 per compute unit; Scale ($199) and Business ($999) include matching usage at $0.16 and $0.13 per compute unit (pricing page checked 12 October 2026). Many popular Actors charge their own per-result or per-run prices on top of compute, and those rates vary widely by Actor and by how much proxy traffic each run consumes. A Google SERP Actor and an Instagram profile Actor can have very different effective costs per 1,000 results. Once a workload exceeds the usage included in the plan, the rest is billed pay-as-you-go, so the effective monthly cost is hard to pin down in advance. The pricing calculator on the Apify site helps, but actual costs depend on Actor efficiency, proxy routing, and retry behavior that you only discover in production. By comparison, Scavio's flat $30/month Project plan with a fixed per-endpoint credit cost is simpler to budget.
3. No unified API schema across actors and platforms
Every Apify actor returns a different JSON schema. The Google Search Scraper returns an array of objects with organicResults and paidResults fields. The YouTube Scraper returns items with completely different field names. The Amazon Product Scraper uses yet another structure. If your agent needs to search across Google, YouTube, and Amazon in a single workflow, you write three separate parsers, three separate error handlers, and three separate retry strategies. Even a simple concept like a result title can carry a different field name in every actor. For AI agent teams using LangChain or similar frameworks, this means writing a custom tool wrapper per actor instead of using a single unified client. Scavio returns a normalized JSON schema across 50+ platforms, so one parser handles everything.
What are the best Apify alternatives in 2026?
#1
Scavio
Unified search API with consistent JSON across Google, YouTube, and Amazon
Teams migrating a multi-platform research agent from Apify to Scavio trade a set of separately maintained actors for one integration. On Apify, such a pipeline typically uses four separate actors for Google SERP, YouTube transcripts, Amazon products, and Reddit threads. Each actor has a different input schema, different output format, and different failure modes, and when an actor changes its output structure without warning, an agent can start hallucinating because the field it expected is silently missing. On Scavio, those four actors collapse into a single API key and a unified JSON schema across 50+ platforms. Google searches return structured knowledge graph data, People Also Ask, AI overviews, and related searches as typed fields. YouTube transcripts come back with timestamps and language detection. Amazon product details include pricing, ratings, and feature bullets in a normalized format. The MCP server with 250+ tools makes it trivial to wire into a Claude-based agent, and langchain-scavio provides a drop-in replacement for the custom per-actor tool wrappers Apify requires.
What we liked
- Single API key covers Google, YouTube, Amazon, Walmart, Reddit, Instagram, TikTok, LinkedIn and more with one normalized schema
- MCP server with 250+ tools integrates directly into Claude and Cursor without custom wrappers
- Credits-based pricing with fixed cost per endpoint eliminates the compute estimation guesswork of Apify actors
- langchain-scavio and crewai-scavio ship as first-party maintained packages, not community actors
What could be better
- No marketplace of niche scrapers for sites outside the 50+ supported platforms
- Free tier is 50 one-time credits with no monthly refill, less generous than Apify's recurring $5 credit
- No scheduling, storage, or webhook infrastructure built into the platform like Apify provides
Pricing
| Plan | Price | Credits | Includes |
|---|---|---|---|
| Free | $0 | 50 credits, one-time | No credit card required, 1 request/s |
| Pay As You Go | $0.01 per credit | Buy as needed | 1 request/s |
| Project | $30/mo ($24/mo billed yearly) | 7,000 credits/mo | 5 requests/s, Email support |
| Bootstrap | $100/mo ($79/mo billed yearly) | 28,000 credits/mo | 10 requests/s, Email support |
| Startup | $250/mo ($199/mo billed yearly) | 85,000 credits/mo | 15 requests/s, Priority support |
| Growth | $500/mo ($399/mo billed yearly) | 200,000 credits/mo | 50 requests/s, Priority support |
| Enterprise | Custom | Custom | Custom credits and rate limits, Dedicated account manager |
Our verdict
Scavio is the strongest Apify alternative for teams building AI agents that consume search data from multiple platforms. You trade Apify's marketplace breadth for guaranteed schema consistency, fixed-cost credits, and first-party framework integrations. If your workload centers on Google, YouTube, Amazon, Reddit, and social platforms, Scavio eliminates the actor-management overhead and gives you a single, reliable data contract your agents can depend on.
#2
Bright Data
Data platform with a SERP API, scraper APIs, proxies and a dataset marketplace
Bright Data is the enterprise answer to Apify's marketplace model. Where Apify gives you community-built Actors, Bright Data gives you a suite of first-party products: a SERP API, a Crawl API, scraper APIs, a residential proxy network, and a dataset marketplace with ready-made datasets. Its first-party SERP API returns structured results with a consistent schema, avoiding the cold starts and schema drift that community Actors introduce. Its SERP pricing page (checked 12 October 2026) lists a free tier of 5,000 requests a month with no card, pay-as-you-go pricing that charges only for successful requests (from $1 per 1,000 requests per its pricing menu), a Scale plan with 380,000 requests included, and custom enterprise plans. The trade-off is complexity: the catalog spans several products that each need their own configuration. For enterprise teams with dedicated data engineering staff, the infrastructure is genuinely impressive. For a startup running agents that need search data, onboarding takes longer than a single-key API.
What we liked
- First-party SERP API with a consistent output schema, not community-maintained scrapers
- Free tier of 5,000 SERP requests a month with no credit card required
- Dataset marketplace sells pre-collected data for competitive intelligence and market research
- Pay only for successful requests, with monthly spend limits
What could be better
- Several separate products to navigate, each with its own configuration and billing
- Onboarding involves zones and proxy settings, slower than a single-key search API
- Plan prices on the pricing page vary by volume slider and currency, so budgeting takes a closer read
Pricing
| Plan | Price | Credits | Includes |
|---|---|---|---|
| Free Tier | $0 | 5,000 requests/mo | SERP API, No credit card required |
| Pay as you go | From $1/1k requests | Usage-based | Pay only for successful requests, Monthly spend limits |
| Scale | Monthly plan | 380K requests included | Unlimited concurrency |
| Enterprise | Custom | Volume-based | Volume discounts, Premium SLA |
Our verdict
Bright Data is worth considering if you need a first-party data collection platform with massive proxy infrastructure. It solves the Actor-quality problem by owning the stack, and its SERP API now has a free tier of 5,000 requests a month and pay-as-you-go pricing. The catch is complexity: most developers leaving Apify want simplicity, which makes Bright Data a lateral move in complexity even though it upgrades consistency.
#3
ScraperAPI
Rotating proxy scraping API with IP rotation and geo-targeting
ScraperAPI sits between Apify's marketplace model and a managed search API. It is fundamentally a rotating proxy service that routes your HTTP requests through 40M+ IPs to avoid blocks, but it also offers specialized endpoints for Amazon, Google, and a few other platforms. Its Structured Data Endpoints return parsed JSON for Google organic results and Amazon product data, which is more consistent than stitching together equivalent Apify actors. The key difference from Apify is simplicity: one API key, one billing model, no actor marketplace to navigate. The key difference from Scavio is output depth. ScraperAPI returns basic parsed fields but not knowledge graphs, People Also Ask, AI overviews, or YouTube transcripts. Pricing (checked 12 October 2026) starts at $49 a month for 100,000 API credits on the Hobby plan, after a 7-day trial with 5,000 credits; a standard page costs 1 credit, Amazon 5 and Google or Bing 25, and sites behind bot protection add 10, so 100,000 credits is about 4,000 Google requests. For teams that need proxy-grade reliability on Google and Amazon without the Actor overhead, ScraperAPI is a solid middle ground. For teams building AI agents that need richer structured data, it falls short.
What we liked
- Single API key with rotating proxies eliminates the per-actor configuration overhead of Apify
- Structured data endpoints for Google and Amazon return parsed JSON without writing parsers
- 40M+ IP pool with automatic geo-targeting and CAPTCHA handling
- 7-day trial with 5,000 API credits and no credit card required
What could be better
- Google requests cost 25 credits each, so a $49 Hobby plan covers about 4,000 Google searches
- Structured endpoints are basic compared to full SERP sections like knowledge graph and PAA
- General scraping mode returns raw HTML that still requires custom parsing
Pricing
| Plan | Price | Credits | Includes |
|---|---|---|---|
| Hobby | $49/mo | 100,000 API credits | 20 concurrent threads, US and EU geotargeting |
| Startup | $149/mo | 1,000,000 API credits | 50 concurrent threads, US and EU geotargeting |
| Business | $299/mo | 3,000,000 API credits | 100 concurrent threads, Global geotargeting |
| Scaling | $475/mo | 5,000,000 API credits | 200 concurrent threads, Global geotargeting |
Our verdict
ScraperAPI is a practical step up from Apify if your main pain point is actor instability and you primarily need Google and Amazon data. The single-key model and structured endpoints cut setup time significantly. It lacks the platform breadth and SERP depth that agent-focused APIs offer, so it fits best as a reliable scraping proxy with some structured bonus features rather than a full search API replacement.
#4
Firecrawl
URL-to-Markdown crawling and extraction tuned for RAG
Firecrawl solves a different problem than Apify. Where Apify gives you a marketplace to scrape anything, Firecrawl specializes in turning URLs into clean, LLM-ready Markdown and JSON. Its scrape endpoint produces usable Markdown from JavaScript-heavy pages with correct heading structure and inline links, whereas a generic Apify Web Scraper run returns HTML that still needs a parser. Firecrawl also offers a crawl mode that traverses entire sites, a map mode that discovers URLs before crawling, and a search endpoint (2 credits per 10 results) that can scrape each result. For RAG pipelines, the Markdown output feeds directly into chunking and embedding. Pricing (checked 12 October 2026): a free plan with 1,000 credits a month, then Hobby at $16 a month billed yearly ($19 monthly) for 5,000 credits, with one credit per basic page. The limitation is scope: Firecrawl works on web pages, with no platform endpoints for YouTube, Amazon or Reddit data and no structured SERP fields.
What we liked
- Strong HTML-to-Markdown conversion with JavaScript rendering and dynamic content handling
- Crawl mode traverses entire sites and returns structured sitemaps for bulk ingestion
- LLM-ready output format eliminates the parsing step that Apify actors always require
- Native LangChain document loader for direct integration into RAG pipelines
What could be better
- Works on web pages only; no platform-specific endpoints like Apify's Google, YouTube or Amazon Actors
- No YouTube transcripts, Amazon product details, or Reddit thread data
- 403 and 404 pages still cost 1 credit, and JSON extraction adds 4 credits per page
Pricing
| Plan | Price | Credits | Includes |
|---|---|---|---|
| Free | $0 | 1,000 credits/mo | Refreshes monthly, No credit card required |
| Hobby | $16/mo yearly ($19 monthly) | 5,000 credits/mo | 1 credit per page scraped, crawled or mapped, Search: 2 credits per 10 results |
| Standard | $83/mo yearly | 100,000 credits/mo | JSON format adds 4 credits per page |
| Growth | $333/mo yearly | 500,000 credits/mo | Same per-credit rates as every plan |
Our verdict
Firecrawl is the right Apify alternative if your main use case is content extraction for RAG and you are tired of writing HTML parsers for every Actor output. Its Markdown conversion is strong, and its search endpoint returns web, news and image results it can scrape in the same call. But it does not replace Apify's platform-specific Actors, and its search returns pages rather than structured SERP data, so most teams pair it with a search API for structured results.
How does Scavio compare to Apify?
Check marks indicate the feature is available. X marks indicate it is not.
| Feature | Scavio | Apify |
|---|---|---|
| Google Search | Full SERP, one API call | Via Google SERP Actor (marketplace) |
| YouTube Transcripts | Dedicated API endpoint | Via community Actor |
| Amazon Product Data | Structured JSON, 22 marketplaces | Via Amazon Actor |
| Pre-built Scrapers | 85,000+ Actors in Apify Store | |
| Unified API | One key, one API for all platforms | Different Actor per platform |
| LangChain Package | Native langchain-scavio | Community integration |
When should you stay with Apify?
Apify is the right choice if you need to scrape a wide variety of websites and platforms using pre-built scrapers (Actors). Apify Store lists more than 85,000 Actors for everything from social media to real estate, and the Starter plan is $19 a month plus usage.
If you need a unified search API with consistent quality for Google, YouTube, and Amazon, especially for AI agent workflows, Scavio is simpler, more consistent, and includes native LangChain support.
How do we compare Apify alternatives?
We compare each tool on the criteria below using its public documentation, pricing pages, and reported developer experience, weighting the factors that matter most for AI agents and search pipelines.
| Criteria | Weight |
|---|---|
| Output consistency and schema reliability | 30% |
| Platform coverage from a single integration | 25% |
| Total cost at realistic monthly volumes | 20% |
| Agent framework integration quality | 15% |
| Setup time and maintenance overhead | 10% |
We revisit these comparisons when providers change pricing or ship major updates.