The product, running on us

Every number on this page was measured. Including the bad ones.

We have no customer results to show you, so we are not going to draw you a picture of one. This is optimaflow.dev, read live through the same endpoints your dashboard would use.

1 · What the engines actually said

measured Sep 24, 2026

Citation rate

10.0%

cited in 5 of 50 answers that could carry one

Change since we started

-23.3 pts

first measured day (Sep 6, 2026) to last — and we are leaving it up

Days with a run

4/30

the rest are gaps, not zeros

One point per day that ran

a day with no run is absent, never drawn as zero

Sep 6, 2026

33.3%of 15 answers

Sep 7, 2026

34.4%of 32 answers

Sep 23, 2026

0.0%of 54 answers

Sep 24, 2026

10.0%of 50 answers

2 · Who gets cited instead

Real prompts from the run above, with the sources the engines cited for them. How many were cited does not say how hard a prompt is to win — which is why they are sorted into what each domain actually is, rather than listed as “competitors”.

Which agencies help ecommerce brands improve their visibility in AI-generated answers?

43 other sources

over 50 answers that could have carried a citation

1 Reference and press42 Other websites

I need a small agency that can audit my Shopify store and implement the fixes. Who should I consider?

37 other sources

over 50 answers that could have carried a citation

3 · Whether the page can be cited at all

The technical checks optimaflow.dev ran. This is the single-page audit you can run on yourself below.

5 of 5 checks pass

observed controls only — indexing and citation are not guaranteed

passPage responds successfully

passSearch crawler access on this path

passGeneral indexing directive

passGoogle Search indexing and snippet controls

passContent observed in raw HTML

4 · What it will not tell you

That a fix caused a rise

Before and after are two observations, not a cause. The platform compares the same prompt on the same engine and says so — and still calls it descriptive.

That an engine is wrong about you

Where your value is missing from an answer you are asked, not told. Only your confirmation records a contradiction.

A number for a day nobody measured

Gaps stay gaps. A missing run is never drawn as a zero, because “nothing measured” and “nothing happening” are different findings.

One score for everything

Structural readiness and citation evidence stay separate. Averaging them would hide which one moved.

Engines asked in the run above: ChatGPT, Claude, Google AI Overviews, Perplexity

Most cited sources in it: shopify.com, frase.io, linkedin.com, g2.com, optimaflow.id, therankmasters.com

Run it on your own page first

The single-page audit needs no account, no card and no provider query. It checks what a crawler receives and tells you plainly when a clean result does not prove anything.

Audit a page — free Start the trial See what a plan costs