AI Product Optimisation

Bulk product writing, at the speed of paste.

Hand the AI your raw catalogue. Get back fully-attributed, channel-compliant product copy that sounds like you wrote it. In your brand voice, within every channel's character limit, ready to push.

Pay-as-you-go credits Diff before applying Free plan included
Optimise · 12,480 selected AI running
AM90-WHT-42Rewriting…

Before

Air Max 90 mens

After

PG4-OBS-43Rewriting…

Before

pegasus 40 mn

After

Nike Pegasus 40 · Men's Run

AJ1-MID-CHI Rewritten

Before

jordan 1 mid red

After

Air Jordan 1 Mid · Men's Trainer · Chicago Red / White · UK 10

12,470 / 12,480 done2m 14s elapsed

0%

rewrite time

vs. manual editing

+0%

avg. CTR uplift

Google Shopping pilot

0.0M+

products optimised

across customer catalogues

0 credit

per field

never expire

Used by feed teams at ambitious brands and agencies

AKT LondonPulsioMindful ChefContempeeNutrition GeeksBPerfect CosmeticsHoly GelsPuresportRevive CollagenNoted AromasRheal SuperfoodsSneak EnergyCleensFree SoulUK RadiatorsAKT LondonPulsioMindful ChefContempeeNutrition GeeksBPerfect CosmeticsHoly GelsPuresportRevive CollagenNoted AromasRheal SuperfoodsSneak EnergyCleensFree SoulUK Radiators
The problem with product copy

Half your catalogue reads like a SKU file.

Truncated titles

"Nike trainer blk 10". 18 characters. Google gives you 150 and trims your impression share for not using them.

Empty attributes

Missing colour, size, material, or gender. Each blank field is a filter you don't appear in.

Generic descriptions

Pasted from the manufacturer. Same as fifty other resellers. Search engines flatten the duplicates.

What Product Optimisation does about it

One pass. Every product. Every channel's spec, respected. Your brand voice, locked in.

You configure once: brand voice, attribute order, channel rules. The AI rewrites everything in the background. You review a diff. Push to your feed. Move on.

How it works

Four steps. No CSV gymnastics.

Product Optimisation is built around a single workflow: select, configure, rewrite, diff. Same shape whether you're touching 10 SKUs or 50,000.

01

Pick the SKUs

Select by brand, category, channel, status, or paste a CSV of SKU IDs. Filter to anything addressable in your feed.

02

Configure brand voice

Set tone, attribute order, prefix/suffix rules, channel destinations. Saved as a preset for next time.

03

AI rewrites in bulk

Per-channel character limits enforced. GMC / Meta / TikTok specs respected. Runs across 50,000 products in minutes.

04

Diff & apply

Side-by-side preview of every change before it touches your live feed. Approve all, approve some, discard, or schedule.

What gets optimised

Ten fields. All the ones that matter.

Pick any subset. Run them together or one at a time. Each field has its own rules, character ceilings, and channel-specific behaviour.

01

Product title

Brand-prefixed, attribute-rich, channel-length aware

02

Description

Short or long form, with bullet points if the channel takes them

03

Google product category

Mapped to the latest GMC taxonomy automatically

04

Product type

Your internal taxonomy, normalised and consistent

05

Color

Normalised to channel-accepted values (e.g. 'Wolf Grey' → 'Grey')

06

Size

Standardised across men's / women's / kids' / EU / US

07

Material

Extracted from descriptions when missing, never invented

08

Gender / Age group

Inferred from category + title, with a confidence threshold

09

GTIN normalisation

Whitespace, leading zeros, check-digit validation

10

Brand name

Standardised ("adidas", not "Adidas" or "ADIDAS")

Per-channel rules

Different channel, different ceiling.

Product Optimisation writes once and emits a channel-specific variant for every destination, within each channel's exact character ceiling. No manual trimming, no surprise truncations.

ChannelTitleDescriptionBulletsSpec
Google Shopping150 ch5,000 chGMC title spec
Meta Catalogs65 ch9,999 chMeta product feed
TikTok Shop70 ch1,000 chTikTok catalogue
Microsoft Advertising150 ch10,000 chBing shopping
Pinterest100 ch500 chPinterest catalogue
Amazon Seller200 ch2,000 ch5 × 500ASIN listing
OpenAI Commerce200 ch2,000 chACP feed

Don't see your channel? Product Optimisation supports all 200+ destinations we export to. Rules update as channels publish them.

Use cases

Three shapes it gets used for most.

Brand onboarding

47k

SKUs onboarded

Inherit a legacy catalogue. Walk away with a Merchant-Centre-ready feed.

47,000 SKUs imported from a 2017 Magento export. Half were missing GTINs, two-thirds had three-word titles. One optimisation pass, two hours, ready to push.

Channel expansion

70 ch

TikTok cap respected

Take your Google feed to TikTok Shop without rewriting a thing.

Existing catalogue tuned for Google's 150-char titles needs to fit TikTok's 70-char ceiling. Product Optimisation emits a TikTok variant per SKU automatically, preserving brand voice.

Brand voice migration

12k

products realigned

Acquired brand needs to sound like the parent.

12k products from a recent acquisition rewritten to match the parent brand's style guide. Tone, capitalisation, attribute order, all aligned in a single run.

How credits work

One credit per field. Never expire.

Pay-as-you-go. Rewrite a title? One credit. Generate a description for the same SKU? Another credit. Pro and Enterprise plans include monthly credit allowances; top up from any tier without a subscription change.

Starter

$5

1,000 credits

Popular

Popular

$10

2,500 credits

Agency

$30

10,000 credits

See full pricing

Worked example

A 50,000-product catalogue. Optimise titles only.

  • Products selected50,000
  • Fields rewritten per product1
  • Credits consumed50,000
  • Cost (Agency pack)$150

Equivalent: a senior copywriter at $40/hr writing 50k titles for ~7 minutes each = $234,000. Product Optimisation does it for $150 in under 12 minutes.

Questions

What teams ask first.

Yes. You give it a short brand brief (tone, do's, don'ts, example titles you love) and it locks that voice in. Same brief is re-applied every run, so the 50,000th rewrite reads like the first.
Free plan included

Try it on one feed.

Free plan ships with full Product Optimisation. Bring a catalogue, give it your brand voice, run a 100-product test in the next ten minutes.

Have a question first?

Talk to a human who actually runs feeds.

Pricing edge cases, migrations, multi-brand setups. We'll answer in your inbox, not in a queue.

Get in touch