Auto parts

Every number of the part. Only parts that fit.

Customers type an OEM number, an aftermarket code or “колодки передние солярис 2015”. AACSearch matches codes exactly in any format and narrows results to the vehicle.

Queries plain keyword search gets wrong

04465-33450OEM number0446533450same number, no dashколодки передние солярис 2015part + car + yearмасляный фильтр vw polo 1.6fitmentfbcnfhbrand in the wrong layout

Where search loses customers today

Number formats

Dashes, spaces and leading zeros make the same part number look different. One format finds it, the others return nothing.

Cross-references

An OEM part has dozens of aftermarket equivalents. Without cross-references the store loses the sale to whoever stocks the exact code.

Fitment

A wrong part means a return and a lost customer. Results must respect make, model, year and engine.

Expert questions

“What's the difference between these two pads?” — today a phone call.

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.

Code-exact matching

Part numbers are matched exactly and ranked first; typo tolerance never rewrites them.

Number variants as synonyms

Cross-reference numbers loaded as synonym sets, so any equivalent code finds the same group of parts.

Vehicle filters

Make, model, year and engine as hierarchical facets.

Widens the basket: similar, frequently together, personal.

Analogues

Equivalent parts from other brands, ranked by price and availability.

Answers questions a filter can't, citing your own catalogue and docs.

Technical answers

Answers from catalogue descriptions and manuals, with citations — not guesses.

Learns how items, queries and topics connect — and leads the visitor to the goal.

Fitment and service kits

Will link parts to vehicles and to each other — pads with discs, a timing belt with its tensioner — and suggest complete service kits.

Wrong layout, fixed

Brand names typed in the wrong keyboard layout are detected and converted before search.

One visitor, from first query to goal

What the visitor does on the left, what AACSearch does on the right.

  1. 1

    Identify

    Pastes an OEM number without dashes.

    Finds the original and all cross-referenced equivalents.

    Synonyms
  2. 2

    Check fit

    Selects the car model and year.

    Hierarchical facets keep only parts that fit.

    Facets and filters
  3. 3

    Complete

    Adds brake pads.

    Suggests the matching discs and sensor for the same axle.

    Product graph· in development

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.

  1. Day 1

    Import parts with OEM and aftermarket numbers.

  2. Day 2

    Load cross-reference numbers as synonym sets.

  3. Week 1

    Add vehicle facets (make › model › year).

  4. Week 2

    Track returns for wrong fitment as the main quality metric.

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.

Code-search success
Share of part-number queries with at least one result.
Returns for wrong fitment
The cost of bad search in this vertical.
Analogue conversion
Sales saved when the OEM part is out of stock.

Connects to

  • 1C-Bitrix
  • YML / CSV feed
  • JSON
  • REST API

Capabilities used

Coming next

Questions

Search for Auto parts, live this week

Connect a feed or a site, embed one script, and measure the difference on your own traffic.