Demonstration — a fictional hardware shop in Constantine. The articles, the prices, the stock and the searches are invented; the engine itself really runs.

El Kantara Hardware.
The counterWhat the customer types, what the shop learns

Both sides of the search box

On the left, what a customer gets. On the right, what the shop learns. The same query, at the same moment.

  • Exact match

    What a catalogue does with no engine

  • Availability

    A term in the score, never a filter

  • The refusal

    Three silences you can tell apart

Customer side

Exact-match search

What a catalogue does with no engine: the word, exactly as typed, inside the printed label.

The engine

44 references read of 1 240

The journal of searches that found nothing

This is the first deliverable, before a single line of engine. It reads in half an hour, and only one of its four families is repaired with code.

7.7% of searches find nothing

412 of 5 380 searches, over three months

  • Typing mistakes

    154

    154 searches

    The engine can repair it

    The only group that belongs to the engine. It is also the fastest fix to pay for itself.

    Examples

    • dijoncteur
    • betonniere
    • meuleuze
    • tornevis
  • A language other than the catalogue

    111

    111 searches

    A range or catalogue decision

    Your customers search in the language they speak, not the one on your labels.

    Examples

    • مطرقة
    • chakouch
    • slek kahrba
    • صباغة
  • Products you do not sell

    83

    83 searches

    A range or catalogue decision

    Free, dated commercial information: the demand you are not serving.

    Examples

    • groupe electrogene
    • chauffe-eau
    • climatiseur
  • Sold under another name

    64

    64 searches

    A range or catalogue decision

    You have it on the shelf. The name the customer uses is written nowhere.

    Examples

    • disqueuse
    • fil electrique
    • anti moisissure

Recommendations that know when to stay quiet

On a history that is too thin, “customers also bought” pairs articles at random and presents the randomness as advice. Drag the slider.

For a customer buying

What the shop would suggest

  • Colle PVC 250 g

    seen {n} times
    seen 31 times
    {rate} of all orders
    9.1% of all orders
    {rate} of the orders containing the starting article
    81.6% of the orders containing the starting article

What we deliver

The list before the engine

The first deliverable is your journal of searches that found nothing, ordered by volume, with what each group was expecting. It is read before any development, and it often says that part of the work is not ours.

We do not put recommendations live off a few dozen orders, and we do not install an engine on a catalogue whose product records are empty. Filling the records pays better.

El Kantara HardwareTools and finishing trades — Constantine

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