Last year, I charged a client $1,000 for this. Today, our AI does it in one clic
By Kamaljit Singh · May 12, 2026 · Curated by George's Blog
Last year, I charged a client $1,000 for this.
Today, our AI does it in one click.
When Rufus was still very new, one of our clients asked me to figure out how well their listing images were actually optimized for it.
So I manually went through:
every Rufus-style question shoppers could ask
every image on their listing
every competitor image
what features and benefits were covered
what was missing
where their text coverage stood
where their image coverage stood
and exactly what images they needed to create to beat the market
It took me more than 2 full days.
I charged $1,000 for the report, which in hindsight was very underpriced.
But I kept the framework.
A few months ago, I cleaned it up, handed it to my CTO, and now that same thinking is built directly inside Listing Optimization AI.
So when you generate a creative campaign now, you do not just get images.
You also get a Rufus + COSMO readiness report showing:
what your listing covered before
what it covers after
which image answers which shopper question
what is still missing
and what new concept you should create if there is a gap
In one test, image coverage went from 1% to 42%.
With one click.
That is the crazy part about AI when it is built on real expertise.
The value is not just that it makes things faster.
It turns work that used to require a specialist, 2 days, and $1,000 into something every seller can access inside a normal creative workflow.
This is now live inside Listing Optimization AI.
Available for free users while in beta.