# Facebook Ad Library Scraper Guide: Find Advertisers Ready to Buy

> A step-by-step plan for turning the Facebook Ad Library into a list of businesses already spending on marketing, plus outreach templates you can paste today.

A business running Facebook ads has already decided marketing is worth paying for. That makes it a warmer prospect than a random name from a directory, whether you sell ad management, landing pages, creative, video, or anything that helps paid traffic convert.

The problem is that the Ad Library is built for browsing, not prospecting. You can scroll ads all day and end up with a few screenshots and no contact details. This guide turns it into a working lead list and a campaign.

## Step 1: Decide who you want before you search

Write one line describing your ideal advertiser. For example: "Dental clinics in Texas running lead-generation ads" or "Online course creators running ads to a webinar."

Pick three things:

- **Niche keywords** that appear in ad text or page names ("teeth whitening", "free consultation", "masterclass").
- **Country** the ads run in.
- **The weakness you can fix.** Weak creative, no landing page, one stale ad running for months, or no retargeting are all angles you can mention.

If you work with local trades, a niche list like [Google Maps niche ideas](https://getclient.pro/resources/google-maps-niche-ideas) helps you pick keywords that also show up in ads.

## Step 2: Run the search

In GetClient, the Facebook Ad Library source lets you search by keyword and country and save advertisers straight into a folder in My Leads, so you are not copying page names by hand. Whatever tool you use, run several keyword variations, not one. Advertisers phrase the same offer differently.

Save each search into its own folder (for example "FB Ads - Dentists - US"). It keeps later campaigns tidy and lets you compare which keyword sets produce better replies.

## Step 3: Qualify the list

Not every advertiser is a fit. Go through this checklist and drop leads that fail it:

| Check | Keep if | Drop if |
|---|---|---|
| Ad activity | Active ads right now | Nothing running |
| Website | Has a site you can review | No site and you sell site-dependent work |
| Contact | Email found or findable | No way to reach them |
| Fit | Matches your niche line | Big brand with an in-house team |
| Angle | You can name one specific improvement | You have nothing specific to say |

The last row matters most. If you cannot write one honest sentence about their ads, skip them.

## Step 4: Fill in contacts and verify

Ad Library data tells you who advertises, not who to email. Fill gaps by looking up the business, including on Google Maps if it is local, where you can often find the website, phone, emails and owner name. Add a custom field for your angle (for example "ad_note") when you import or edit leads.

Run email verification before sending. Bounces hurt the sending account you rely on, and advertisers often list role addresses that no longer work.

## Step 5: Paste these templates

Write the specific observation into the first line by hand for your best leads. The rest can stay templated.

### Email 1: The observation

**Subject:** your ads for {{params.name}}

Hi {{params.firstname}},

I came across the ads {{params.name}} is running on Facebook and had a look at where they send people on {{params.website}}.

One thing stood out: the ad promises a quick booking, but the page it lands on asks visitors to dig for the booking button. That gap usually costs clicks you already paid for.

I help {{params.category}} businesses tighten the path from ad to enquiry. Would a short list of three fixes for your current ad be useful? No call needed, I can just send it.

Thanks,
[Your name]

### Email 3: Final note (5 days later)

**Subject:** closing the loop

Hi {{params.firstname}},

I will stop here so I am not cluttering your inbox. If improving your Facebook ad results becomes a priority for {{params.name}}, just reply and I will send the notes.

All the best,
[Your name]

For more ways to end a sequence politely, see these [breakup email templates](https://getclient.pro/resources/breakup-email-templates).

## Step 6: Build the flow and send carefully

Preview each step to check the merge tags fill in correctly, especially {{params.firstname}}, which will be blank for leads without an owner name. For those, consider a version that opens with "Hi there" instead.

Sending tips:

- Start with small daily volumes per account and increase slowly. Check [Gmail daily sending limits](https://getclient.pro/blog/gmail-daily-sending-limits) before you set numbers.
- Use send-day limits to avoid weekends if your niche does not read email then.
- Keep the unsubscribe link on. Rules differ by country, so check what applies to you; the [outreach compliance checklist](https://getclient.pro/resources/outreach-compliance-checklist) is a good starting point. This is not legal advice.

## Step 7: Handle replies and learn from the numbers

Answer replies quickly while the prospect still remembers your note. Reading them in one inbox, rather than across several Gmail tabs, makes that easier.

After each batch, note open and reply rates per keyword folder. If one niche replies and another stays silent, put your next searches into the one that works. Credits for searches and verification are covered on the [plans and credits](https://getclient.pro/pricing) page, and new accounts start with 100 free credits.

## Frequently asked questions

### Is it allowed to collect data from the Facebook Ad Library?

The Ad Library is public, but how you can use the data and contact people depends on Meta's terms and the laws where you and your prospects are. Check the rules that apply to you before running outreach.

### Does the Ad Library show email addresses?

No. It shows the advertiser page and ads. You need to find contact details separately, for example from the business website or a Google Maps listing, then verify the emails before sending.

### What kinds of businesses are worth targeting from the Ad Library?

Small and mid-sized advertisers where an owner makes decisions, such as clinics, local services, coaches and ecommerce shops. Large brands usually have in-house teams or agencies already.

### How many ads should a business be running to be a good lead?

There is no fixed number. One long-running ad can be a good sign they need fresh creative, while many active ads show a bigger budget. Judge by whether you can name a specific improvement.

### Should I mention their ads directly in the first email?

Yes, a specific and polite observation about their ad or landing page shows you did real research. Keep it helpful rather than critical, and offer something useful without asking for a call straight away.

Source: https://getclient.pro/resources/facebook-ad-library-scraper-guide