Alexa Rank Is Gone: What I Learned While Verifying Historical Domain Data with Python

For many years, Alexa Rank was one of the quickest ways to estimate a website's popularity. Whether you were buying domains, researching competitors, or evaluating backlink opportunities, it was a familiar metric in almost every SEO discussion.

Since Alexa Rank stopped updating in 2022, many of the old tools either disappeared or simply return errors. That creates an interesting challenge when you're researching older websites or expired domains that still reference historical Alexa rankings.

*The Situation
*
Last week I was reviewing a domain that was listed for sale. The seller claimed it had strong authority based on a historical Alexa Rank from 2019.

Rather than accepting the number at face value, I wanted to verify whether that historical data actually existed.

Since most Alexa lookup services no longer work, I decided to use the Internet Archive's Wayback Machine CDX API to locate archived snapshots and inspect historical pages.

*A Simple Python Approach
*
The following example demonstrates the basic idea.

import requests

def check_historical_alexa(domain):
cdx_url = f"http://web.archive.org/cdx/search/cdx?url={domain}&output=json&limit=10"
response = requests.get(cdx_url)

snapshots = response.json()[1:]

for snapshot in snapshots:
    timestamp = snapshot[1]
    print(f"Snapshot: {timestamp}")

check_historical_alexa("example.com")

This doesn't recover the Alexa Rank directly, but it provides archived snapshots that can be inspected for historical information.

*Why Historical Metrics Still Matter
*
Historical metrics can provide useful context when you are:

Researching expired domains
Investigating backlink history
Reviewing a website's long-term development
Comparing archived versions of a site
Understanding previous popularity trends

However, historical rankings should never be treated as evidence of a site's current SEO performance.

*The Limitations
*
Alexa Rank reflected traffic estimates from a specific period in time.

Even if a domain ranked well years ago, today's website could have:

Completely different ownership
Lost valuable backlinks
Been inactive for years
Received search engine penalties
Changed niche entirely

A historical number cannot accurately represent a website's current authority or quality.

Better Evaluation Strategy

Instead of relying on a single historical metric, I now combine several signals when reviewing domains:

Current backlink quality
Organic keyword visibility
Archive history
Indexed pages
Technical SEO health
Content relevance
Domain reputation

Looking at multiple data points provides a much clearer picture than relying on one legacy metric.

*Final Thoughts
*
Alexa Rank may be part of SEO history, but historical data can still provide valuable context when used correctly.

Archived snapshots are excellent for understanding where a website has been—not where it is today.

When evaluating domains, historical metrics should support your research rather than drive your decisions. A balanced approach that combines archive data with current SEO signals will almost always produce more reliable results.