Apify vs Bridgly: which scraping tool fits your workflow?

Updated October 25, 2026

Bridgly is a strong fit for adding live social data to applications and AI agents: one API, typed responses, and credit pricing without a subscription. Apify is better suited to broader web scraping, custom automation, and scheduled data collection. The right choice depends on the data you need and how your application will consume it.

Building with social data? Try Bridgly with 100 free credits, no card required. Explore the endpoints to see whether your workflow is covered.

Apify and Bridgly both help you collect web data without building every scraper yourself. Their products serve different needs, though. Bridgly gives developers ready-to-call social data endpoints. Apify gives users a catalog of tools called Actors, plus the infrastructure to run them and build their own. That difference affects setup, data delivery, pricing, and day-to-day operation.

Apify vs Bridgly at a glance

Feature	Bridgly	Apify
Primary focus	Social data APIs for applications and agents.	Web scraping and automation marketplace, plus custom Actors.
Platform coverage	LinkedIn, X, Reddit, GitHub, Instagram, TikTok, and YouTube; available actions vary.	Social platforms, search engines, maps, retail sites, and more.
API workflow	POST to an endpoint; receive structured JSON in the response.	Run an Actor and read its output; synchronous calls are also available.
Choosing a scraper	Find the documented endpoint for your action.	Compare and test Actors, then integrate the selected tool’s inputs and outputs.
Developer and AI access	REST API, TypeScript SDK, CLI, and MCP.	REST API, language clients, MCP, and workflow integrations.
Output	Documented response fields; CLI exports JSON, CSV, or tables.	Actor-specific datasets with JSON, CSV, Excel, and other exports.
Scheduled collection	Call the API from your application or an external scheduler.	Built-in Actor and task schedules.
Pricing model	One-time credit top-ups; purchased credits do not expire.	Monthly plans with included usage; Actor-specific billing.
Maintenance	Bridgly maintains the supported endpoints.	Apify or the community provider, depending on the Actor.
Free access	100 signup credits; no card required.	$5 monthly usage allowance on the Free plan.

Choose Bridgly for a focused social data integration with direct API responses and predictable credit costs. Choose Apify when your project needs a wider range of websites, custom scraping code, or a built-in environment for recurring jobs. Test Bridgly free.

Platform coverage and the data you can collect

Bridgly focuses on specific actions across seven platforms. On LinkedIn, you can retrieve profiles, companies, jobs, posts, and search results. X and Reddit support research around users, posts, conversations, and search. Instagram and TikTok expose profile and content endpoints, while GitHub covers developer and repository research. YouTube coverage currently focuses on video transcripts.

That focus works well when the same application needs several kinds of social data. For example, a sales tool can fetch a LinkedIn company, retrieve its posts, and look for relevant discussions on Reddit through the same service. Each action has documented inputs, response fields, and credit rules, so you can plan the integration before purchasing usage.

Apify Store has substantially broader coverage, including search results, Google Maps, e-commerce, and social data. You select an Actor for the task, or build one for a website the existing catalog does not cover. This makes Apify the stronger option when your project extends beyond Bridgly’s supported endpoints or needs custom crawling logic.

More choice also means more evaluation

Searching a marketplace for a LinkedIn or Instagram scraper can leave you with several tools promising similar results. Your team then has to read their documentation, compare fields and pricing, check reviews and maintenance history, and test candidates against real inputs. A similar name does not mean two Actors return the same data or work equally well for your use case. That evaluation takes time before you write the integration.

The work can recur if a chosen tool stops meeting your needs. Apify’s guidance for Actors under maintenance includes testing a small input, checking issues, and finding a similar Actor as a replacement. Bridgly narrows that selection process: choose the documented endpoint for your action and evaluate its response, rather than compare competing scraper providers for each supported task.

Response structure and field coverage

Bridgly uses a common response envelope: data contains the result, timeMs reports processing time, and creditsCost reports the charge. The records inside data remain specific to each endpoint; a GitHub repository and an Instagram profile have different fields. The TypeScript SDK types those inputs and responses, which helps when you build across several platforms.

On Apify, inspect the chosen Actor’s output schema and sample results. Its dataset system supports schemas and several export formats, but fields depend on the Actor you use. A profile Actor may also bundle recent posts, while a dedicated API exposes those as separate calls. Compare the fields your feature needs, pagination, and how missing values are represented before comparing price per result.

Setup, API integration, and AI agents

Getting started with Bridgly means creating an API key and calling the endpoint for your task. You supply the username, URL, ID, or search query. Bridgly handles the platform accounts, sessions, and proxies needed to serve its endpoints. Authentication and billing work across the supported platforms, without separate social accounts or per-platform subscriptions to configure.

For example, a TypeScript application can retrieve an Instagram profile and handle the result directly. The SDK returns API and network failures as typed error results, so the calling code can decide what to show the user. The same account balance is used whether you call through the SDK, raw HTTPS, CLI, or MCP.

TypeScript

import { Bridgly } from '@bridgly/sdk';
const client = new Bridgly({ apiKey: 'YOUR_BRIDGLY_API_KEY' });
const profile = await client.instagram.getUser({ username: 'natgeo' });
if (profile.type === 'success') {
  console.log(profile.data);
  console.log(profile.creditsCost);
} else {
  console.error(profile.status, profile.message);
}

Apify also offers a programmatic workflow. Its API tutorial shows how to run an Actor with JSON input, wait for completion, and retrieve the resulting dataset. Synchronous endpoints can return the dataset in one request. You still select the Actor and work with its particular input options and output fields; setup requirements vary by tool.

Across several Actors, your application also needs to track which Actor serves each task and how its inputs, output fields, and pagination work. Replacing one may require changes to that mapping and another round of testing. Bridgly keeps supported actions in one documented API and TypeScript SDK, reducing the number of separate scraper integrations your team maintains.

Both products support AI agents through MCP. Bridgly exposes its social endpoints as tools, while Apify’s integrations connect Actors and storage to MCP clients and agent frameworks. MCP availability alone is therefore not a deciding advantage. For social research, compare the actual tools, required inputs, response size, and cost of completing one useful task. See Bridgly’s delivery methods.

Speed, batch jobs, and recurring collection

Bridgly’s request-and-response model fits interactive features: enrich a lead when someone opens a record, fetch a post during research, or provide context to an agent during a conversation. You receive the data in the API response without managing a scraping job and a separate dataset retrieval workflow.

Apify documents traditional Actors as primarily suited to batch tasks. Its Standby mode keeps compatible Actors ready for HTTP requests, addressing the startup wait of standard runs. This means performance depends on the Actor and execution mode. For a live product feature, measure time until the required fields arrive using the same inputs and concurrency on both services.

For recurring collection, Apify has a useful built-in advantage: schedules run Actors and tasks at configured times, and integrations can pass results into downstream systems. Its datasets suit collecting a batch and reviewing or exporting it later. With Bridgly, your application, automation tool, or scheduler controls when API calls happen and where results are stored.

The practical choice depends on where collection belongs in your product. A nightly dataset export benefits from job orchestration and storage. An enrichment request triggered by a user action benefits from a direct endpoint. If you already have scheduling, retries, and a database in your application, a separate scraping runtime may add less value to that workflow.

Pricing: credits versus plans and Actor charges

Bridgly uses one-time top-ups. Most single-record lookups cost one credit, and larger purchases reduce the price per credit. Search and list endpoints generally charge per returned result; check the endpoint’s billing rule. Failed requests do not consume credits, and purchased credits stay on your account until used. Separate smaller purchases do not combine to qualify for a higher tier.

Bridgly tier	One-time purchase from	Credits at that amount	Per 1,000 credits
Pay as you go	$5	2,500	$2.00
Growth	$50	30,000	$1.67
Scale	$300	300,000	$1.00

Apify’s paid plans start at $19 per month with $19 in included usage; higher plans change resource limits, discounts, and support. Actors charge for events, resource usage, or both. Included usage is spendable balance, so it should not be counted again as an extra fee on top of the same consumption.

Tracking costs across multiple Actors

Apify centralizes API authentication and Actor billing under your account. Each tool can still define different billable events, prices, and resource charges. A workflow using several Actors therefore needs a cost model for each one, plus a way to track their combined consumption. Compare result charges, run-start charges, and any additional resource usage when estimating the cost of a complete workflow.

Bridgly applies the same credit pricing tiers across its supported platforms. Each endpoint documents its credit rule, and every successful response reports the exact charge in creditsCost. You can extend your integration to another supported platform without evaluating another provider’s pricing model or adding a separate subscription.

A concrete example: Instagram profile lookups

As of October 25, 2026, the Apify-maintained Instagram Profile Scraper lists the following primary profile-event rates. Platform usage is included for standard runs; the optional About account event costs extra. All prices here are USD.

Apify plan	Monthly plan / included usage	Per 1,000 primary profile events
Free	$0 / $5 allowance	$2.60
Starter	$19 / $19	$2.30
Scale	$199 / $199	$2.00
Business	$999 / $999	$1.60

Bridgly’s Instagram profile lookup costs one credit. Its standard rate is below this Actor’s Free and Starter rates; its Growth rate is below the Starter rate, and its Scale rate is below all four listed rates. The larger top-ups are one-time purchases, which can also suit projects whose usage varies from month to month. Calculate your Bridgly cost.

This comparison covers profile retrieval, with differences in the returned data: the Apify Actor can bundle recent posts, while Bridgly provides separate content endpoints. Other Actors may cost less. Budget the complete task, including additional calls, required fields, and your purchase tier, rather than assuming a marketplace-wide saving from one example.

Reliability, maintenance, and support

Bridgly maintains its supported endpoints as one service. Support includes email on Pay as you go and Slack on Growth, Scale, and Enterprise. Its pricing page publishes 99% uptime and p99 latency under five seconds for self-serve tiers, with 99.99% uptime and under three seconds listed for Enterprise. That gives teams a clear provider and published service targets to evaluate.

Apify has both Apify-maintained and community-maintained Actors. For community tools, maintenance and issue handling belong to the provider. Apify’s Actor Terms say creators only owe ongoing maintenance or support when they explicitly commit to it. That is a dependency to assess when selecting an Actor, particularly for a feature your customers use every day.

Apify’s platform support ranges from community help to chat, priority chat, and an account manager as plans increase; custom plans advertise SLAs. Compare the scope of the agreement alongside the channel. With either service, confirm the coverage you need for uptime, response time, and the specific data your application consumes.

Which should you choose?

Your project	Recommended fit	Why
CRM enrichment or social research inside a product	Bridgly	Direct social endpoints, typed responses, and one credit balance.
An AI agent retrieving supported social data	Bridgly	MCP tools for defined social actions, with the same API pricing.
Custom crawling or data from sites outside Bridgly’s coverage	Apify	Broader catalog and a runtime for your own Actors.
Recurring scraping jobs with stored, downloadable datasets	Apify	Built-in schedules, datasets, and export workflows.

Bridgly is a compelling Apify alternative when social data is an input to your application. You get the endpoints, developer tools, and support needed to use that data, with no recurring plan requirement. Apify makes more sense when the collection environment itself is part of what you need: custom execution, a broad tool catalog, and built-in management of scraping jobs.

If you are switching, start with one workflow. Match its required fields to a Bridgly endpoint, test representative inputs, and compare the cost and response time at your expected traffic level. Map pagination and errors into your application before moving the rest. This makes the decision depend on what your product actually needs to deliver.

Start with 100 free Bridgly credits, browse the API coverage, or talk to the team about your use case.

How we compared the products

Published by the Bridgly team. We compared public documentation, product workflows, and published pricing, checked October 25, 2026. Recommendations reflect the requirements of each use case. Pricing examples use a named Actor and the stated Bridgly purchase tiers; they are not a survey of every marketplace listing. Performance discussion describes execution models and published commitments, not a controlled benchmark. Sources are linked throughout and collected below.

Frequently asked questions

What is the main difference between Apify and Bridgly?

Bridgly provides ready-to-call social data APIs. Apify provides a marketplace of Actors and a platform for running scraping and automation jobs, including custom code. Bridgly suits supported social integrations; Apify offers broader collection options.

Is Bridgly a good Apify alternative for LinkedIn and social data?

Yes, when its endpoints cover the data your feature needs. Bridgly supports LinkedIn profiles, companies, jobs, posts, and search, alongside endpoints for X, Reddit, GitHub, Instagram, TikTok, and YouTube. Available actions differ by platform.

Is Bridgly cheaper than Apify?

It can be. Bridgly’s one-credit profile lookups have lower unit prices than several rates in the named Instagram Actor example above, without a recurring subscription. Compare the complete data bundle, purchase tier, and Actor pricing for your own task.

Can I use either product with an AI agent?

Yes. Both offer MCP access. Bridgly exposes its social endpoints as tools; Apify connects agents to Actors and storage. Choose based on the available actions and the cost of completing your agent’s task.

Can Bridgly replace every Apify Actor?

No. Bridgly focuses on its supported social data endpoints. If you need custom crawling, a specialized website, or Apify’s built-in job and dataset workflows, Apify may be the better fit.

Do I need social media accounts or proxies to use Bridgly?

No. You send an API key and the lookup inputs. Bridgly manages the platform access needed to serve its endpoints. You can test the service with 100 signup credits before buying usage.