Strategy
Finding alternatives for unavailable products
The product was unavailable. The customer still had a job to do. Researching suitable alternatives rather than recommending whatever happened to be in stock.
The problem behind the job
If an item is unavailable, customers still need a sensible next step. The challenge is finding genuinely relevant alternatives without pretending a similar title is the same product.
What I was working with
I worked on comparing a manufacturer catalogue with products that had sold but were no longer available. The aim was to identify sensible replacement candidates and get manufacturer input where needed, rather than leave the website with a dead end or invent compatibility.
Start with the actual demand
The work looked at unavailable products with evidence of customer interest or previous sales. That gave the shortlist a commercial starting point rather than treating every missing item as equally important.
It was a product-data and research exercise, not a blanket promise that every customer could be moved to another model.
Compare the current range
Catalogue information was extracted and reconciled, and substitute candidates were requested from the manufacturer. The source supported the comparison and shortlist work.
A superficially similar name would not be enough to establish that a replacement did the same job.
What was delivered
The documented output was the scrape and analysis, including the replacement shortlist process. There is no verified claim here that every proposed alternative was installed on the live site.
There is also no measured increase in sales attributed to those suggestions.
Do unavailable products leave your customers with nowhere to go?
If your problem looks similar, send me the current setup and the outcome you need. The implementation may be different, but the same kind of thinking usually applies.
Where the useful judgement sits
An alternative needs to be suitable, not merely available. For another project, I'd agree the relevant specifications, constraints and who confirms the match before making it a customer-facing recommendation.
That is a place where collecting the data and understanding the product range need to work together.
Connect the data to the customer journey
Once approved, alternatives can become part of a clearer WooCommerce buying or enquiry journey. But the research stage should not be confused with that finished implementation.
Product identity and variants explains why those distinctions matter.
HAVE SOMETHING AWKWARD?
Do unavailable products leave your customers with nowhere to go?
Send me the URL, what is happening, what you have already tried and what a useful result would look like. A small anonymised sample is enough to start - do not send passwords, credentials or sensitive customer data.