I’m thinking about a small Shopify app idea and trying to validate the problem before building anything serious.
The idea is a “pre-ad store check” for small Shopify stores.
Basically, before someone spends money on TikTok / Facebook / Instagram ads, the tool checks for obvious issues that could hurt trust or conversions — things like:
I don’t want to build another generic SEO audit app. My angle would be more like:
“Check your store before sending paid traffic.”
For people who run Shopify stores, work with ecommerce clients, or have built Shopify apps:
Is this a real enough problem, or is it probably just a nice-to-have?
The pre-ad framing is the sharp part. "Audit your store before sending paid traffic" is a different category than "general SEO audit" — different buyer, different urgency, different willingness to pay. Worth holding that wedge tightly.
Two structural concerns worth pressure-testing:
The checks you listed are mostly conversion hygiene, not pre-ad specific. Sold-out products in collections, missing descriptions, weak alt text — these matter for all traffic, not just paid. The "before paid traffic" framing only earns its premium if checks are actually paid-traffic-specific:
These are the things specifically broken before paid ads that aren't broken otherwise.
Buyer for this is the Shopify operator about to spend $500-5000 on a launch campaign. They feel acute urgency. "$29 audit before $2000 ad spend" is easy math. Worth pricing accordingly — one-time scan at $29-49 beats subscription for this use case. Operators don't run pre-ad checks monthly.
Distribution: r/shopify, Shopify partner communities, ecommerce DTC Twitter, ecom Slack groups (DTCx, Common Thread Collective community), Foundr/Trends.vc DTC operators. Specifically when Q4 prep season hits or someone posts "about to launch ads, what should I check first."
What's your background — Shopify operator, ad buyer, or Shopify dev? That shapes the credibility wedge.
Thanks — this is really helpful.
I think you’re right that the wedge only works if the checks are actually specific to paid traffic, not just general store hygiene.
My initial list was probably too close to a basic SEO / store audit. The stronger version seems to be more like:
That makes the “before paid traffic” positioning much clearer.
I also like your point about pricing. A one-time $29–49 pre-campaign scan probably makes more sense than a subscription for this use case.
My background is more on the dev/product side, not as a Shopify operator or media buyer, so I’d probably need to keep the first version very focused and maybe validate it with store owners / ad buyers before pretending to know the full checklist.
Really appreciate the detailed pushback — this helped sharpen the idea a lot.
The credibility gap you named is actually the validation plan, not a weakness. Dev building a paid-traffic tool means the checklist has to come from media buyers, not your assumptions — which is exactly right.
Concrete way to turn that into the build: find 5-10 media buyers and ask one question — "what did you check on a client's store last time right before turning ads on?" Their answer IS your checklist, ranked by what they actually do under pressure. You'll likely find the real list is shorter and weirder than any logical audit framework — experienced buyers check 3-4 things obsessively and ignore the rest.
That also solves distribution. The media buyers who give you the checklist become your first users and referral source. Build it with them, not for them.
The dev background is fine for this — the tool is technical to build, the value is knowing what to check. Borrow the second part from people who do it daily.
What's your plan for finding those first media buyers to interview?
That makes sense.
I’m not planning to build the app first. I want to validate the checklist and the urgency before writing anything serious.
My plan is to start with 5–10 short conversations with people who actually launch paid traffic for Shopify stores — media buyers, ecommerce consultants, or small Shopify agencies.
The question I’d ask is very close to what you suggested:
“What did you check on the store the last time before turning ads on?”
Then I’d look for repeated patterns. If several people mention the same 3–5 checks, that becomes the first version. If the answers are all different or nobody feels this is painful enough, I probably shouldn’t build it.
For finding them, I’m thinking:
I don’t have a product to link yet — I’m intentionally trying to validate the problem before building.
Do you think this is the right way to approach the first interviews, or would you look somewhere else for those media buyers?