AI agent
Product gaps
Products customers ask for but don't find
Google ads: connection, data sharing and each campaign's numbers.
Open the page in the dashboardHow product gaps are found
A gap is a product your customers ask for and don't find in your store. Capi reads the last 14 days from three sources: product searches that found nothing (the strongest signal), availability questions the agent had no answer for, and customer messages in sales conversations.
Capi groups similar requests into one gap, shows it only when it was asked in at least three different wordings, and lists the top 10 by confidence and number of requests. The page is worked out when you open it.
The suggested action
| Action | When it shows | What to do |
|---|---|---|
| Add product | Capi recognised the category and the requested price range is narrow | Find a product matching the examples and add it |
| Add category | The requested price range is wide | Customers want several products at different prices; consider a whole category |
| Check supplier | Capi couldn't recognise the category | Read the example questions yourself and decide |
Best practices
- Read the example questions before deciding; they're your customers' real words, and the title is keywords taken from them.
- Start with high-confidence gaps. Below 50% is only a signal.
- If the product is already in your store and still shows here, the problem is its name or description; add the words customers use, or turn on “Smart meaning-based search”.
Common mistakes and how to fix them
ProblemNo gap shows.
FixNo request was repeated in at least three wordings in the last 14 days. That's good — or there aren't many conversations yet.
Screenshot from a demo store
Parts of the page
- 1
Gaps list
Each card is a product customers asked for but you don't carry. The confidence shows how sure Capi is.
Example“Oud perfume under 200 SAR” appears 47 times with 85% confidence — add it to your catalog. - 2
Confidence
How sure Capi is that customers really want this. 85%+ means act now; 50-85% means review; below 50% is just a signal.
Example“Wireless charger” at 92% confidence — add it immediately. - 3
Suggested action
What to do: add as new product, add as category, update existing catalog, or check with supplier.
ExampleSuggested action “add_product” for “portable blender” — create it in your catalog.
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