A full basket in a few taps.
Grocery search is repetitive and mobile. AACSearch puts the visitor's usual products first, turns a recipe into a basket, and offers a substitute when something is out of stock.
Queries plain keyword search gets wrong
молоко 3.2 1лfat %, volumeмолtwo letters on a phoneчто приготовить из курицыrecipe intentбез лактозыdietary filterхлеб рядомstore availabilityWhere search loses customers today
Typing on a phone
Most queries are two or three letters with a typo. The usual products must appear before the word is finished.
Out of stock at the picking stage
A missing item cancels a line or the whole order unless a good substitute is offered.
Recipes, not products
“What can I cook with chicken?” has no product to match.
Store-level availability
The same product is in stock in one store and not in another.
How AACSearch solves it, layer by layer
Each card names the capability behind it. Items marked “in development” are designed and scheduled, not live yet.
Finds the right item from the first letters — typos, synonyms, filters, meaning.
Instant prefix search
Results from the first letters, typo-tolerant, ranked by the visitor's history.
Dietary and volume filters
Lactose-free, vegan, fat percentage and volume as filters.
Widens the basket: similar, frequently together, personal.
Answers questions a filter can't, citing your own catalogue and docs.
Recipe to basket
Answers recipe questions from your recipe content and links the ingredients as products.
Learns how items, queries and topics connect — and leads the visitor to the goal.
Basket completion
Learns what is bought together in one order and suggests the missing item before checkout.
One visitor, from first query to goal
What the visitor does on the left, what AACSearch does on the right.
- 1
Repeat
Types “мол”.
Shows the milk the visitor usually buys first.
Personalization - 2
Inspire
Asks what to cook with chicken.
Answers with two recipes from the store's content and links the ingredients.
AI answers with citations - 3
Rescue
A product is out of stock.
Offers the closest substitute in the same category.
Recommendations
Your first two weeks
A typical rollout for this industry. Most teams are live on day one and spend the rest of the time measuring and tuning.
Day 1
Import products with dietary flags and pack sizes.
Day 2
Enable personal ranking so usual products come first.
Week 1
Turn on substitutes for out-of-stock items.
Week 2
Measure time to first add-to-cart on mobile.
What to measure
The numbers to judge a rollout by. Compare them with an A/B split or a before/after window on the same traffic.
- Time to first add-to-cart
- The real speed metric for grocery.
- Substitution acceptance
- Orders saved when an item is missing.
- Basket size
- Lines per order.
Connects to
- 1C-Bitrix
- YML / CSV feed
- REST API
- Embed widget
Capabilities used
Coming next
Questions
Search for Grocery & delivery, live this week
Connect a feed or a site, embed one script, and measure the difference on your own traffic.