Ever tried manually exporting backlinks from 50 different domains for a client audit? I did that once. Took me three hours, and I still missed a column. Not my proudest moment.
If you're doing any serious SEO work, you know that backlink data is messy. You pull it from Ahrefs, SEMrush, or Majestic, but getting it into a clean, sortable spreadsheet for every domain in your portfolio is a pain. That's where a bulk backlink exporter becomes your best friend.
Let me walk you through a simple Python script that can automate this. We'll use pandas for data manipulation and requests to interact with APIs. First, install the dependencies:
pip install pandas requests
Now, here's a basic structure. I'm assuming you have a CSV with a column "domain" and an API key for a backlink provider. The idea is to loop through each domain, fetch the backlinks, and append them to a master DataFrame.
import pandas as pd
import requests
import time
def fetch_backlinks(domain, api_key):
# Placeholder for your actual API call
url = f"https://api.backlinkprovider.com/v1/backlinks?domain={domain}&apikey={api_key}"
response = requests.get(url)
if response.status_code == 200:
return response.json()['data'] # Adjust based on actual response
else:
print(f"Error for {domain}: {response.status_code}")
return []
# Load domains
domains_df = pd.read_csv('domains.csv')
all_backlinks = []
for domain in domains_df['domain']:
data = fetch_backlinks(domain, 'YOUR_API_KEY')
for link in data:
link['source_domain'] = domain # Tag which domain it came from
all_backlinks.append(link)
time.sleep(1) # Be polite to the API
# Export to CSV
final_df = pd.DataFrame(all_backlinks)
final_df.to_csv('bulk_backlinks_export.csv', index=False)
print(f"Exported {len(all_backlinks)} backlinks from {len(domains_df)} domains.")
This script is minimal but functional. You'll need to adapt the API endpoint and response parsing to whatever tool you're using. The key is the loop and the aggregation.
For a more robust solution, you might want to add error handling, rate limiting, and maybe even a progress bar. But this gets you started.
Now, if you're not a coder or just want something ready-to-go, there are tools out there. I recently tried the Bulk Backlink Exporter from SERP Spur. It does exactly this without writing a line of code. You upload a list of domains, hit export, and it gives you a clean CSV with all backlinks, anchor text, and domain authority. Handy for quick audits.
But knowing the logic behind it? That's what makes you a better SEO. Automate the tedious parts, focus on the analysis. Your clients (and your sanity) will thank you.
Top comments (3)
Great point! I've found that even small refactors can snowball into much bigger improvements over time. Have you noticed any specific patterns where this happens most often?
Even an empty post tells a story—maybe about minimalism or the courage to start. What were you hoping to spark with this one?
Even an empty post tells a story—maybe about minimalism or the courage to start. What were you hoping to spark with this one?