Bardeen AI review: lead scraping, AI qualification and enrichment

Bardeen AI Review: 5 Honest Findings After Its Big Pivot

M

Mirko

Founder & AI Tech Writer

๐Ÿ“… Published: July 28, 2025ยท๐Ÿ”„ Updated: October 10, 2026ยทโฑ๏ธ 11 min read

Bardeen AI is no longer the all-purpose browser automation tool most reviews still describe. It became a lead-sourcing tool: an agentic web scraper, AI qualification and contact enrichment, billed per row. I went through its current pricing page line by line, and the real question is no longer "what can it automate?" but "what does each lead cost?"

โšก Short answer: Bardeen AI is worth it if you build lead lists from websites and want them scraped, qualified and enriched in one place. Plan on Premium at $50 a month: Basic has no enrichment, and the free 100 credits are a test budget, not a working plan. For general scraping or browser automation, the alternatives below are cheaper.

๐Ÿ”
How I researched thisI haven't used Bardeen on a paid plan, so this review is research-based. On October 10, 2026 I checked Bardeen's homepage and pricing page, captured its plan cards, and rebuilt its own credit example into the calculator below. Alternatives were checked on each vendor's pricing page the same day. No vendor reviewed this post.
๐Ÿ†• What changed in this update (October 10, 2026)
  • Rewritten for Bardeen's move to lead sourcing; removed the retired playbook and autobook sections.
  • Corrected every price and the credit rules (per row, not per workflow).
  • Added a credit calculator and a cost-per-lead breakdown.
  • Replaced the Zapier comparison with four checked alternatives.

Some links are affiliate links ยท they support this site at no extra cost to you ยท Full disclosure

What is Bardeen AI now?

Short answer: Bardeen AI is now a lead-sourcing tool for sales, recruiting and other go-to-market work. You point its scraper at a site, it pulls rows of people or companies, AI qualifies them against your criteria, and enrichment adds verified emails and phone numbers. Results export to CSV, Google Sheets, Airtable or Notion.

If you used Bardeen a year or two ago, you remember a different product: a Chrome extension with "playbooks" for almost any browser task, from saving tabs to updating a CRM. That general builder, its Magic Box prompt and the playbook/autobook split no longer appear on Bardeen's site. The homepage now leads with one promise: find and reach leads.

The new product has four parts, and the pricing is built around them:

  • Scraper: build your own, or use premium scrapers for common sites.
  • Web search: research or generate leads with AI search instead of manual Googling.
  • Enrichment: validated emails and phone numbers for each lead.
  • AI tools: describe your ideal lead and let AI tag who fits.

Key idea: Bardeen AI stopped competing with Zapier and started competing with lead-data tools. Judge it on cost per lead, not on how many apps it connects.

5 findings from my Bardeen AI research

Short answer: The five things most Bardeen AI reviews miss: it is a lead tool now, credits are charged per row, the free 100 credits are a test budget, Basic has no enrichment, and LinkedIn scraping stays your risk. Each one changes which plan, or which tool, you should pick.

๐ŸŽฏ1. It's a lead tool nowThe general browser builder is gone from the site; scraping, qualification and enrichment are the product.
๐Ÿงพ2. Credits are per rowEach row an action creates costs 1 credit; enrichment rows cost 3. Ten leads can cost 64 credits.
๐Ÿ†“3. Free is a test budget100 credits a month, always included: about 50 scrape-only leads, or 15 on Bardeen's full example if enrichment is available to you.
๐Ÿšซ4. Basic skips enrichmentThe $10 plan lets you build scrapers but has no enrichment, premium scrapers or teams.
โš–๏ธ5. LinkedIn is your riskLinkedIn's terms ban automated scraping, whatever tool you use.

Bardeen AI pricing: what each plan includes

Short answer: Bardeen AI pricing has three paid plans on top of 100 free monthly credits. Basic is $10 a month for 100 extra credits, Premium is $50 a month or $480 a year for 1,000 extra credits, and Enterprise is custom. Credits stack on the free 100, and unused credits expire each billing period.

PlanPriceCreditsOwn scrapersPremium scrapersEnrichmentTeams
Free$0100 / monthNot statedNot statedNot statedNot stated
Basic$10 / month+100 / monthโœ…โŒโŒโŒ
Premium$50 / month or $480 / year+1,000 / month (larger tiers available)โœ…โœ…โœ…โœ…
EnterpriseCustom, billed annuallyCustom bulk creditsโœ…โœ…โœ…โœ… + scrapers built and maintained for you

Plan features are from the plan cards on Bardeen's pricing page, which I checked on October 10, 2026. The Free row reflects the page's note that every account always keeps 100 credits; Bardeen doesn't publish a feature list for it, and I couldn't verify whether enrichment works on free credits alone. Premium's credit slider goes up to +10,000 a month, but higher-tier prices only show inside the selector.

Bardeen AI pricing plans: Basic, Premium and Enterprise with included features
Bardeen AI plan cards as I captured them: Basic excludes premium scrapers, enrichment and teams

The credit rules matter more than the plan names:

ActionCredit cost
Scraper1 credit per row
Web search1 credit per row
AI tools (qualify, tag)1 credit per row
Enrichment (emails, phones)3 credits per row
Utilities, importing data, CSV downloadFree
Export to Google Sheets (in Bardeen's example)1 credit per row

Prices are in USD. Buyers in the EU or UK may see VAT added at checkout, so compare the final total, not the card price.

Key idea: Basic at $10 looks like the starter plan, but without enrichment it only builds lists. Most lead work starts on Premium.

What does Bardeen AI cost per lead?

Short answer: On Bardeen AI's own example, scraping 10 profiles, pulling details, validating emails, qualifying them with AI and exporting the 4 that fit costs 64 credits, or 6.4 credits per lead. At that rate, Premium's 1,100 monthly credits cover about 170 leads, around $0.29 each.

Step (10 profiles)RowsCredits
Scrape search results1010
Scrape profile details1010
Validate email address (enrichment)1030
Qualify with AI1010
Export qualified leads to Google Sheets44
Total64

Here is what that example works out to per plan. These are my calculations from Bardeen's published numbers, not figures Bardeen states:

PlanMonthly creditsLeads at 6.4 credits eachCost per lead
Free100~15 (if enrichment is available on free credits)$0
Basic (no enrichment)200~100 scrape-only rows at 2 credits each~$0.10 per row, no emails
Premium (monthly)1,100~171~$0.29
Premium (annual, $40/mo)1,100~171~$0.23

๐Ÿงฎ Bardeen AI credit calculator

Enter how many leads you want each month and which steps you need. It uses the per-row prices above and suggests the smallest plan that fits.

Assumes 2 scraping rows per lead (search + profile) and that every lead is exported. Prices checked October 10, 2026. Runs in your browser; nothing is saved.

If you'd rather measure the time saved than the credits spent, my free AI automation ROI calculator turns hours saved per week into a monthly dollar figure you can compare with the plan price.

Is Bardeen AI safe for LinkedIn scraping?

Short answer: Bardeen AI itself lists SOC 2 Type II, GDPR and CASA Tier 2 and 3 certifications, so the tool handles your data to recognized standards. The bigger risk is the target site: LinkedIn's User Agreement prohibits scraping, so your account can be restricted no matter which tool runs the job.

LinkedIn's User Agreement bans software that scrapes or copies profiles and other data from its service. Courts have treated scraping public pages differently from logging in and breaching terms, so this is a gray area rather than a clear yes or no. I'm not a lawyer; if lead data is core to your business, ask one.

  • Start small: run a few dozen rows first and check that the output is accurate before scheduling anything.
  • Scrape less: pull only the fields you will use; it also saves credits.
  • Store responsibly: leads are personal data under GDPR and similar laws, so keep a reason for holding them and delete what you don't need.
  • Prefer other sources: company sites, directories and job boards carry less account risk than LinkedIn.

Chrome extensions that read pages can see a lot. Before installing any of them, run through my guide on how to stop AI from reading your private data.

Who should use Bardeen AI?

Short answer: Choose Bardeen AI if you build lead lists from websites every week and want scraping, AI qualification and enrichment in one tool at Premium's $50 a month. Skip it if you need general browser automation, app-to-app workflows or occasional one-off scrapes; a cheaper tool covers those jobs.

You areโ€ฆBardeen AI fitWhy
Solo founder or SDR building outbound listsโœ… StrongScrape, qualify and enrich in one pass; about $0.29 a lead on Premium
Recruiter sourcing candidatesโœ… GoodBardeen markets a recruiting setup; enrichment adds contact details
Real estate or local-services prospectorโœ… GoodListings and directories are the use case Bardeen leads with
Marketer tracking competitor pricesโš ๏ธ OverkillBrowse AI's monitors fit better and start free
Anyone wanting general browser automationโŒ Poor fitThe general playbook builder is no longer offered
Team connecting apps (Gmail โ†’ Slack, forms โ†’ CRM)โŒ Poor fitThat is Make's or Zapier's job

If what you need is an agent that works your inbox and calendar rather than a lead list, compare it in Lindy AI vs Bardeen AI, or see the five agents in my AI workflow bots roundup.

Best Bardeen AI alternatives

Short answer: The best Bardeen AI alternative depends on the job. Browse AI is the closest swap for no-code scraping and site monitoring, with a free plan. Octoparse gives the most free export volume. HARPA AI runs AI commands and page monitors inside Chrome. Make connects apps when you need workflows rather than lead data.

ToolBest forFree planPaid from
Bardeen AILead lists with enrichment100 credits / month$10 / month
Browse AIScraping and monitoring sites50 credits / month (1 credit = 10 rows)$19 / month, billed annually
OctoparseHigh-volume exports10 tasks, 50,000 rows / month$69 / month, billed annually
HARPA AIAI commands and monitors in ChromeDemo: 10 messages / day, 100 command runs$12 / month, billed annually
MakeConnecting apps into workflows1,000 credits / month$12 / month for 10,000 credits

1. Browse AI ๐Ÿ•ท๏ธ Closest swap

No-code robots that scrape and watch any website

Try Browse AI โ†’
โœ“ Free: 50 credits/moโœ“ From $19/mo annualโš  No built-in enrichment

Browse AI is what Bardeen used to be good at for most readers: train a "robot" by clicking what you want, then run it on a schedule. One credit extracts 10 rows, so the free 50 credits go further for plain list-building than Bardeen's per-row model.

Personal is $19 a month billed annually, or $48 month to month, for 2,000 credits a month; Professional is $69 annually or $87 monthly. Monitoring checks as often as every 5 minutes on paid plans.

๐Ÿ‘ Pros
  • Change monitoring built in
  • Cheaper per row for plain lists
  • Sheets, Airtable, Make and Zapier integrations
๐Ÿ‘Ž Cons
  • No contact enrichment
  • Premium sites cost 2โ€“10 credits per run
  • Monthly billing costs much more
Best for: Price watching, directory scraping and lists that don't need verified emails.
๐Ÿ’ก Prices from Browse AI's pricing page, checked October 10, 2026. My notes are in the Browse AI review.

2. Octoparse ๐Ÿ™ Most free volume

Desktop and cloud scraper with templates for big sites

Start Octoparse free โ†’
โœ“ Free: 50,000 rows/mo exportโœ“ Standard $69/mo annualโš  Desktop app, steeper setup

Octoparse suits volume. Its free plan allows 10 tasks and up to 50,000 exported rows a month, running locally on one device. That makes it the cheapest way to test large one-off scrapes.

Standard ($69 a month billed annually) adds cloud runs, IP rotation, CAPTCHA solving and scheduling; Professional is $249 a month. There is a 5-day money-back guarantee on paid plans.

๐Ÿ‘ Pros
  • Largest free export allowance
  • Hundreds of preset templates
  • Anti-blocking tools on paid plans
๐Ÿ‘Ž Cons
  • Desktop software to install
  • More setup than a Chrome extension
  • No AI lead qualification
Best for: Researchers and analysts who need thousands of rows, not a curated lead list.
๐Ÿ’ก Prices from Octoparse's pricing page, checked October 10, 2026.

3. HARPA AI ๐Ÿง  In-browser AI

AI assistant and automation inside Chrome

See HARPA AI โ†’
โœ“ Free demo planโœ“ From $12/mo annualโš  Scheduling needs the $19 plan

If you liked Bardeen for working inside the page you're on, HARPA AI is the nearest fit today. It summarizes and extracts from the current page, runs reusable commands, and monitors prices and pages, using GPT, Claude or Gemini.

The free demo allows 10 web-session messages a day and 100 command runs in total. The $12 plan (billed annually) adds unlimited power messages; scheduled commands and advanced automation start at $19 a month. A $240 lifetime plan is also offered.

๐Ÿ‘ Pros
  • Works on any page you open
  • Page and price monitors on every plan
  • Several AI models in one extension
๐Ÿ‘Ž Cons
  • Not a bulk scraper
  • Token-based limits take some learning
  • No refunds, per its billing FAQ
Best for: Research, extraction and AI commands while you browse.
๐Ÿ’ก Prices from HARPA's pricing page, checked October 10, 2026. Full test in my HARPA AI review.

4. Make ๐Ÿ”— For workflows

Visual builder that connects 3,500+ apps

Try Make free โ†’
โœ“ Free: 1,000 credits/moโœ“ Core from $12/moโš  Not a scraper

Make covers the other half of what people used Bardeen for: moving data between apps. A form fills, a row lands in Sheets, a message goes to Slack. Each module action costs one credit.

The free plan gives 1,000 credits a month with two active scenarios. Core starts at $12 a month for 10,000 credits, Pro at $21 and Teams at $38. It pairs well with Browse AI, which sends scraped rows straight into Make.

๐Ÿ‘ Pros
  • Visual, flexible logic
  • Large app library
  • Generous free tier for testing
๐Ÿ‘Ž Cons
  • Learning curve for routers and filters
  • No scraping on its own
  • Credits expire each term
Best for: Turning scraped or form data into automatic follow-ups.
๐Ÿ’ก Prices from Make's pricing page, checked October 10, 2026. How it compares with Zapier and n8n: Zapier vs Make vs n8n.

More browser-side picks are in my guide to AI Chrome extensions.

Is Bardeen AI worth it?

Short answer: Bardeen AI is worth it for one job: turning websites into qualified, enriched lead lists. At about $0.29 a lead on Premium, it beats doing that research by hand. For anything else that old reviews promise, such as tab tasks, app workflows or price watching, a cheaper tool does it better.

Need lists without enrichment? Start with Browse AIFree plan, unlimited robots, monitoring built in.
Try Browse AI free โ†’

Still sure Bardeen AI is the right fit? Start on the free 100 credits, run one real list through the full pipeline, and check the credit counter before upgrading: bardeen.ai. Then put the leads to work with my guide to AI sales funnel automation.

๐Ÿ“˜
Companion readPredictable Revenue by Aaron Ross and Marylou Tyler

The playbook behind modern outbound: split prospecting from closing and build lists you can measure. It explains why a qualified lead list is worth paying for, and what to do once Bardeen AI or any other tool hands you one.

Read it before you spend credits, so every row has a plan.

Get Predictable Revenue โ†’
Common Questions

Frequently Asked Questions โ€” Bardeen AI

Is Bardeen AI free?

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Partly. Every account gets 100 free credits a month, and each row an action creates costs one credit, or three for enrichment. That covers about 50 scrape-only leads a month, or about 15 on Bardeen's full example with enrichment, so it works as a trial, not as a working plan.

How much does Bardeen AI cost?

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Basic is $10 a month for 100 extra credits and lets you build your own scrapers. Premium is $50 a month, or $480 a year, for 1,000 extra credits plus premium scrapers, enrichment and teams. Enterprise is custom, and Bardeen builds and maintains scrapers for you.

Did Bardeen AI shut down?

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No. Bardeen is still running, but it changed focus. The old general browser-automation builder with playbooks no longer appears on its site; it now sells an agentic web scraper, AI lead qualification and contact enrichment for sales and go-to-market teams.

Does the Basic plan include email enrichment?

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No. On Bardeen's pricing page, Basic includes building your own scrapers but excludes premium scrapers, enrichment and teams. If you need verified emails or phone numbers, Premium at $50 a month is the entry point.

Is it legal to scrape LinkedIn with Bardeen AI?

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Scraping public data is a legal gray area, and LinkedIn's User Agreement forbids automated scraping of its service, so your account carries the risk. Keep volumes low, scrape only what you need, and check privacy rules such as GDPR before storing personal data.

What is the best alternative to Bardeen AI?

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For scraping and monitoring websites, Browse AI has a free plan and starts at $19 a month billed annually. For large exports, Octoparse's free plan exports up to 50,000 rows a month. For in-browser AI commands, HARPA AI; for connecting apps, Make.

M
About the authorMirko, founder of AIDigitalSpace

I write every guide on this site myself. For this review I worked from Bardeen's own pricing page and credit example, and say where a number is my calculation rather than theirs. Where I haven't paid for a tool, I say so.

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