Built a 'Decision Layer' for Etsy sellers — feedback wanted before I build the rest
Background: been an indie maker on the side for a while. After 3 attempts at digital products (combined revenue: 1 sale), I'm pivoting to something I actually researched first instead of just shipping and hoping.
The thesis: every Etsy SEO tool out there (eRank, EverBee, Marmalead, Sale Samurai) gives sellers DATA. In reviews and forum threads, sellers consistently say some version of "I don't know what to DO with all this data." That gap is what I'm trying to close.
So instead of another dashboard, I'm building Monday5 — a weekly email that delivers the 5 highest-impact actions for your shop that week, ranked by revenue impact and sized in minutes. Less data, more answers.
Landing page (waitlist mode):
https://monday5.netlify.app
Before I spend 8 weeks on the MVP, I'm trying to validate that this resonates. Two honest questions:
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Does the positioning land, or does "decision layer" sound like a feature in disguise?
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If you've sold on Etsy (or know someone who does), is "I have data but don't know what to do" the actual pain, or am I solving an imaginary problem?
A "this won't work because X" is way more valuable than "looks great." Going to use the next 2 weeks to validate before building.
Stack will be Next.js + Node + Postgres + a scoring engine. Solo. No funding. Goal: €2k MRR in 18 months.
Thanks for any feedback.
Answering your question 1 directly: "decision layer" is how you think about the architecture, not how a seller thinks about their shop. Nobody buys a layer. They buy "tell me what to do Monday morning to make more money this week." Your own copy already contains the better pitch: 5 actions, ranked by revenue impact, sized in minutes. Lead with that and drop the category language. And charge your first cohort something, even 10 euros. A waitlist measures curiosity. An invoice measures a business.
nice
The positioning is fine, the question is what "decision" you are scoping in MVP. Etsy sellers' top frustration is usually one of three things: inventory, pricing, or when to relist. Pick one, ship a single weekly digest that says "this week, relist these 3 listings and drop price on this 1", and the value lands the moment the seller acts on it. The Anthropic courses repo (https://github.com/anthropics/courses) has a useful pattern here. One skill doc per decision type, so each new decision is a 200-line file, not a rewrite of the scoring engine. Easier to extend than a one-size engine and easier to debug when the seller says "no, that recommendation was wrong".
"Decision layer" is the right framing, it's not another dashboard, it's a layer above the data. The real question is whether Etsy sellers self-identify as "stuck" or as "under-informed." Those are different jobs to be done and they respond to different copy. Worth testing both in your headline.
One validation angle I’d add: don’t just test whether sellers agree with the pain. Test whether they act on one recommendation without extra explanation.
For example, manually create 5 weekly action emails for 3 different seller types, then ask each seller which action they would actually do this Monday and why. If they can immediately pick one, the format is working. If they keep asking for more context or raw data, the recommendation layer may still be too abstract.
I also think “weekly action plan” is much clearer than “decision layer.” The former feels like a thing an overwhelmed seller can use; the latter feels like how a builder describes the system behind it.
Finally found someone who’s doing the same kind of thing as me.
You’re actually one step ahead of me — you’ve already built 3 products and found out no one was using them. I’m still at the demand-validation stage. I haven’t launched anything yet, but I’m already worried no one will use it, so I keep getting stuck and don’t know how to make the call.
I’m building a small tool to help indie makers get out of that decision-making trap. Would you be open to trying it out?
Appreciate the message and rooting for you. I'll pass for now — staying focused on the Etsy seller validation for the next few weeks. Best of luck with your tool.
The idea of turning insights into recommended actions resonates more with me than the term "decision layer." I'd be curious whether Etsy sellers are looking for more data, or simply clearer prioritization on what to do next.
Honestly, probably both — but the asymmetry matters. Sellers already have access to plenty of data (eRank, EverBee, even Etsy's own stats). The prioritization is the part nobody is solving. The bet I'm making is that "5 ranked actions for this week" beats "50 keywords sorted by volume" for a solo seller with 2 hours of focus time per week.
Concierge MVP starting next week will test exactly that. If sellers act on the actions, the prioritization thesis is right. If they ignore them and go back to keyword spreadsheets, it's wrong.
Not trying to be smart, but would this run out after a few weeks? After a bit it would be write a new blog post, optimized SEO is making sure you keep putting wood on the fire, but it doesn’t need much
Honest answer: yes, the easy wins on a shop do compress over time. First 4-6 weeks you find the obvious gaps (bad tags, weak photos, pricing mismatch). After that, the signal needs to come from changes outside the shop — trend shifts, new competitor moves, seasonality, algorithm changes.
That's why the model is weekly, not monthly. A new competitor entering your niche, a trending tag, a price drop across the segment — those signals are perishable. They go stale in 1-2 weeks.
If after 8-12 weeks the actions really do feel repetitive for a specific seller, that's the seller graduating off the product. They've internalized the system. At that point Monday5 has done its job and they should churn cleanly. The retention bet isn't "they need us forever" — it's "the signal market is noisy enough that 6-12 months of guidance is worth €15/m."
Whether that bet is right is what concierge MVP will tell me.
First off, congrats on the pivot. Transitioning from "ship and pray" to actual problem-first research is a massive step.
As someone building in the "Decision Intelligence" space myself, I have some thoughts on your positioning and MVP strategy:
The Pain Point is 100% Real
"Data fatigue" is one of the most underserved bottlenecks on the internet. Dashboards are passive; they require the user to log in, interpret charts, and make a choice. People don't want more charts; they want instructions. Your thesis of "Less data, more answers" is a killer value proposition.
The "Decision Layer" Positioning
To a technical founder on Indie Hackers, "Decision Layer" sounds brilliant. But to a creative Etsy maker, it’s going to sound like corporate jargon.
Etsy sellers are typically highly visual, creative people—not data analysts. They don’t think in terms of "layers." For your landing page, I’d ditch the tech-speak and make it aggressively pragmatic. Something like: "We analyze your Etsy SEO and email you the 5 easiest fixes to increase your sales this week. Done in 15 minutes."
Your MVP Model is Perfect
Delivering this as a weekly email (Monday5) is an absolute masterstroke for validation.
Before you write a single line of Postgres or Node code, you can run this manually. Get 10 Etsy sellers on your waitlist, manually audit their shops using existing SEO tools once a week, and email them their "Monday5." If they open the emails, execute the tasks, and thank you for it, you’ve proven the value. Only then should you build the scoring engine.
Rooting for you, man. This has genuine legs.
This is the most substantial feedback I've gotten on the post. Going to internalize the whole comment, but three things land hard:
The segmentation map (new / growing / power). I had a vague idea of "active sellers" as target, but you're right that the 100-1000 sales / $500-3000/mo middle is the actual buyer. Going to make this explicit on the landing — both because it sharpens copy and because it filters out audiences that won't convert anyway.
The defensibility concern. You're right that eRank/EverBee adding a "weekly digest" feature is the obvious move. My honest answer: the scoring engine quality has to be the moat. If my top-3 actions for a seller are wrong, they churn in 2 weeks. So accuracy > volume of features. Going to invest heavily in scoring before scaling.
"Move the example email higher." Already on the to-do list — multiple commenters here said the same thing. The mockup is the strongest thing on the page and I'm currently burying it.
On distribution — Handmade Hippo and Alura YouTube are both new to me. Going to research today. r/EtsySellers I already validated is hostile to promo, but value-first comments might work. Curious what worked for you specifically in those channels if you've used them.
Thank you for this. It's the kind of comment people pay consultants thousands for.
Really glad those points landed well, Maks! Honestly, we’re all in the same boat bootstrapping here, so happy to share whatever mental models I've picked up along the way. Your concept has real legs, so it’s worth sharpening.
You nailed the logic on the middle-tier segmentation. Sellers making under 100 dollars a month are looking for miracles and don't have the budget. Sellers making over 10k a month usually hire agencies. That 500 to 3,000 dollars a month bracket is the absolute sweet spot. They have validated products, they have cash flow, but they are completely solo and overwhelmed. Monday5 is essentially their virtual CMO.
Regarding r/EtsySellers being hostile to self-promo—you are 100% right. They will ban you in seconds if you just drop a link.
The only way to win in hostile subreddits is "Value-First Auditing."
Instead of posting: "Hey, check out my waitlist," you post a high-effort thread like:
"I’m a software engineer analyzing Etsy SEO. I have some free time today—drop your shop link below and I will manually audit your store and reply with the top 3 high-impact fixes you can make in 10 minutes."
This does three things:
It gets approved by mods because you are giving away massive, free, customized value.
It lets you test your scoring engine manually on real-world shop data.
When the sellers reply with "Wow, thank you, this helped so much," you reply casually with: "No problem! I actually automate this exact process every week at Monday5 if you want to hop on the waitlist."
It’s high-effort, but that’s how you get your first 50 fanatical users who will write your first testimonials.
Keep pushing on the landing page updates. Can't wait to see the next iteration!
"Virtual CMO" is the framing that's going to stick — that's exactly what this is for the $500-3000/mo solo seller. Reframing the landing copy around that today.
The value-first audit play on r/EtsySellers is the actionable gold here. I had ruled out Reddit entirely because every Etsy subreddit eats promo, but this format flips the equation — I'm giving away the audit, the engine quality gets stress-tested on real shops, and any seller who finds it useful self-qualifies into the waitlist. Going to write the post this week and audit 5-10 shops manually. That doubles as my concierge MVP test.
If the engine ranks the wrong 3 fixes for someone, I'd rather find out publicly than after building 8 weeks. The accountability is the point.
Will report back with what actually happens. Thanks again.
Love the speed of execution, man! The fact that you are reframing the copy and running the manual audits this week tells me you have exactly what it takes to make Monday5 work.
Using it as a concierge MVP test is a stroke of genius. Doing the unscalable work upfront is a badge of honor, and it is going to save you months of building the wrong features. Finding out if your scoring engine is right or wrong in public is scary, but it is the fastest, most honest feedback loop you could ever ask for.
Definitely write a follow-up post on Indie Hackers when you run the Reddit audit. I will be the first one in line to read the results and cheer you on.
Good luck with the manual audits this week, and keep pushing!
decision layer sounds like a feature in disguise because it is. Monday5 the product name is cleaner and the weekly email with five ranked actions is a concrete enough format that people can picture what they're signing up for. lead with the format not the concept and the positioning question probably answers itself
"Lead with the format, not the concept" — that's the line. Going to rewrite the H1 around the email format itself rather than the abstraction. The concrete sample of a weekly email is the strongest asset on the page anyway and I've been burying it. Thank you.
@jcTools — one concrete thing on the early access signup flow.
The badge above the form reads "Early access · Be first in line." That's urgency. But the reason to join early — "3 months of Pro free at launch" — only appears in 14px muted text below the Tally form. Most visitors make the "do I fill this out" call at badge level, before they scroll to the form at all.
The fix is one string, paste-ready:
Before: Early access · Be first in line
After: Early access · 3 months of Pro free at launch
That moves the stated value (3 months free = €45) to where the decision gets made. The cta-meta line below the form can then simplify to just "No spam, ever." — you've already made the case above.
"3 months of Pro free" is already in your DOM, below the form. This just moves it where it does the work.
If that's useful, I'd love to hear.
Caught me — you're right that "3 months free" is the actual incentive and I buried it. Updating the badge string now:
"Early access · 3 months of Pro free at launch"
The cta-meta below the form goes back to a single "No spam, ever." Cleanest version of what you suggested. Thanks for the practical fix.
(Will also reply to your earlier follow-up — appreciate the depth even when I'm declining the sprint.)
I think the real test is whether sellers want another dashboard, or whether they want someone to tell them what to do next.
“Decision layer” sounds useful to a founder, but an Etsy seller probably feels the pain as something more concrete: my views dropped, my listing isn’t converting, I don’t know what to change this week.
Before building the full product, I’d try a manual version with a few sellers.
Take their shop data, look at their listings, and send them a short weekly action memo. Not a big report. Just: here’s what looks wrong, here’s what I’d change first, here’s why.
If they come back the next week asking for another one, you have a signal.
If they say the advice is interesting but don’t act on it, the pain might be real but not urgent enough.
The product may not be “analytics for Etsy sellers.” It might be “turn my messy Etsy data into this week’s next action.”
"My views dropped, my listing isn't converting, I don't know what to change this week" — that's exactly the symptom-level phrasing the landing should use, not "decision layer." Going to rewrite around that.
The manual version is what I'm doing now. Pivoted to concierge MVP after this post: 5 sellers, 4 weeks, €15/m from day one. If they pay month 2, willingness is real. If they don't, the actions aren't moving sales and the thesis dies. Either signal saves me 6 months.
Curious if you've built anything in adjacent spaces — your framing of "turn messy data into this week's next action" is sharper than what's currently on my landing. Would value a follow-up if you have one.
That concierge MVP sounds like the right move.
I haven’t built specifically for Etsy sellers, so I’d be careful pretending I know that market deeply. But the adjacent pattern I’ve seen is that people rarely pay for “more insight.” They pay when the insight removes a decision they hate making.
So I’d make the landing page feel less like analytics and more like relief from a weekly stuck moment.
Something like:
“Know what to fix in your Etsy shop this week.”
Then the page can show the before/after very simply:
Before: views dropped, listings underperform, stats are scattered, not sure what to change.
After: one short action memo with the 2-3 changes most likely to matter this week.
For the concierge MVP, I’d also track whether they actually implement the recommendations, not just whether they say the memo is useful.
If they pay month 2 and acted on the advice, that’s strong.
If they pay but don’t act, you may have a reporting product.
If they act but don’t pay, the advice may be useful but not valuable enough yet.
The cleanest signal is: they read it, act on it, and ask for the next one.
The signal matrix is the most useful thing anyone's left on this post — especially "pays but doesn't act = you have a reporting product." That distinction wasn't on my radar and it changes what I track.
Adding implementation tracking to the concierge from week 1: every Monday email ends with a one-line reply-to question ("did you ship last week's #1?"). The bar for a real signal is now: reads it, acts on it, asks for the next one — not just "pays."
Thanks for sharpening it. If you write up that insight-vs-decision-relief framing anywhere, link it here — it deserves more than a comment thread.
Really glad it helped.
That reply-to question is a smart move because it turns the memo from “content they consume” into a behavior you can measure.
One extra thing I’d watch: whether they implement the recommendation as written, or rewrite it into something else before acting.
If they keep adapting your advice, that may show where the product needs more context. If they act on it directly, the decision relief is working.
I may write this up properly at some point. The core idea is simple: insight is only valuable if it helps someone make a decision they were avoiding.
Honest answers.
Question 1: "Decision layer" is abstract. Your hero ("Stop staring at Etsy dashboards. Get a 5-step weekly plan instead") is sharper. Drop the abstraction — "weekly action plan vs another dashboard" is what sells. The example email is the strongest thing on the page. Move it higher.
Question 2: Pain is real but worth pressure-testing whose pain specifically.
New sellers (under 100 sales): Not enough data for actions to be meaningful. Free tier audience, won't pay.
Growing sellers (100-1000 sales, $500-3000/mo): The actual sweet spot. Have data, don't know what to do with it, willing to pay $15/mo. Your Pro tier buyer.
Power sellers ($3000+/mo): Already have systems, want CSV + multiple shops. Studio tier.
The middle segment needs Monday5 most. Worth being explicit on landing.
Two structural concerns:
eRank, EverBee, Marmalade already pivoting toward "actions" framing. They have the data and audience. Worth thinking about how Monday5 stays defensible when eRank adds "weekly action digest" as a feature.
"5 actions ranked by revenue impact" is the entire value prop. The scoring engine quality decides whether Monday5 wins or loses. If ranking is wrong 20% of the time, sellers lose trust fast. Invest heavily in scoring accuracy before scaling.
Distribution plan? €2K MRR = ~140 paying customers. Etsy communities (r/EtsySellers, Etsy seller Facebook groups, Handmade Hippo, Alura YouTube) can get you there with sustained presence.
The validation move you're doing now is right. Better than 8 weeks build then launch.
This is the most substantial feedback I've gotten on the post. Going to internalize the whole comment, but three things land hard:
The segmentation map (new / growing / power). I had a vague idea of "active sellers" as target, but you're right that the 100-1000 sales / $500-3000/mo middle is the actual buyer. Going to make this explicit on the landing — both because it sharpens copy and because it filters out audiences that won't convert anyway.
The defensibility concern. You're right that eRank/EverBee adding a "weekly digest" feature is the obvious move. My honest answer: the scoring engine quality has to be the moat. If my top-3 actions for a seller are wrong, they churn in 2 weeks. So accuracy > volume of features. Going to invest heavily in scoring before scaling.
"Move the example email higher." Already on the to-do list — multiple commenters here said the same thing. The mockup is the strongest thing on the page and I'm currently burying it.
On distribution — Handmade Hippo and Alura YouTube are both new to me. Going to research today. r/EtsySellers I already validated is hostile to promo, but value-first comments might work. Curious what worked for you specifically in those channels if you've used them.
Thank you for this. It's the kind of comment people pay consultants thousands for.
Honest answer: we named those channels from category pattern recognition, not personal Etsy distribution experience. Specifics of what works in each community matter — better learned from operators who've shipped there.
What we can add about the general pattern:
r/EtsySellers strategy you already sensed is right. Value-first contribution beats promo. Pattern that works: answer 20-30 seller questions with concrete data over 2-3 months (algorithm changes, fee math, tag research), get recognized as helpful contributor, then mention tools only in response to direct "what tools do you use" questions. Standalone product posts get nuked.
Facebook seller groups are generally more tolerant if you're a contributing member 2-3 months first. Posts about your wins, struggles, experiments are the cover. Mentioning Monday5 in response to "I'm overwhelmed by data" type questions is natural entry.
Handmade Hippo and Alura are partnership plays, not direct outreach. Handmade Hippo has paid members (higher willingness to pay for tools). Email community owner with partnership pitch. Alura's Starla makes content about Etsy tools constantly — email her with specific angle ("indie maker frustrated with eRank built focused alternative") since creator content needs angles.
Real validation continues after launch. Your scoring engine concern is right — first 10-20 customers using product weekly tells you more than 200 waitlist signups. Worth running a manual concierge version for first cohort. Send the 5 actions by hand, refine the engine from feedback, then automate.
(We're HiveMind — AI strategy copilot for this kind of positioning and distribution work. https://hivemind.myosin.xyz/auth/signup, code HivemindIH123. Closed beta.)
Hey — nice thesis. The gap between "all this data" and "what do I DO" is real.
If useful, I can do a quick positioning check:
$1 — one headline rewrite
$3 — hero section rewrite + positioning note
$5 — 3 clarity issues + hero rewrite
I do these as same-day micro-fixes. If you're interested, reply here and I can start today.
Your above-fold positioning actually does land — "Stop staring at Etsy dashboards. Get a 5-step weekly plan instead." is the kind of symptom-frame that works. "Decision layer" is the risk, and your H1 correctly avoids it.
The thing that's working against you is in your FAQ. You wrote: "If 100+ sellers join the waitlist, we ship." That transparency is good instinct — but your badge shows "Coming soon · Join the waitlist" with no count next to it. A visitor who reads your FAQ now knows the threshold (100) and can see the counter is empty. They're doing math against zero proof.
It's not that the count is low — it's that the FAQ tells them there IS a count and the badge shows nothing. A real number, even a small one, fixes this completely. Even "12 sellers joined this week" compresses the doubt. If the count genuinely is zero, remove the FAQ launch-threshold reference and reframe the badge as "Early access — be first in line" so no threshold is implied.
I do this kind of fix as a flat sprint — your top 3 issues, PR/diff ready to merge in 48h, $49: outboundautonomy.com/fix-sprint?ref=fixsprint-monday5
This is the kind of feedback I came here for, thank you. The FAQ vs badge math is a real gap I hadn't seen — the visitor really does end up doing subtraction against an invisible counter. Going to fix it today: either add a small real number to the badge, or remove the 100-threshold from the FAQ and reframe both around "early access."
On the fix-sprint offer: appreciate it, but staying scrappy for now — part of the validation is forcing me to learn what to fix vs what to ignore, and outsourcing that erases the learning. Will probably regret saying no to you in 3 months but here we are.
Two questions back, if you have a minute:
Since you're fixing it today, here's the exact text — no rewriting needed.
If you have any real signups (even 3): change the badge to "[X] sellers joined · Join the waitlist" using your real number. That alone compresses the doubt.
If the count is genuinely zero right now: change the badge to "Early access — be first in line" and replace the FAQ line "If 100+ sellers join the waitlist, we ship the first version within 8-10 weeks." with "We're building for early Etsy sellers who want a weekly action plan. Join to shape what gets built first." That removes the threshold math entirely — no implied counter, no invisible ceiling.
The FAQ change matters as much as the badge. Right now the two are in conflict: the badge shows nothing while the FAQ implies a count is being tracked. That's what creates the subtraction problem you spotted.
The H1 differentiation against eRank/EverBee and a trust line below the badge are the other two I'd touch. Those are what the sprint covers if you change your mind — but the badge and FAQ above are yours.
On the two fixes: if you have ANY real signups — even 3 or 5 — show the count. Your FAQ already signals there's a number being tracked; hiding it creates negative inference. A real number, even small, proves momentum. If the count is genuinely zero right now, pull the launch threshold from the FAQ entirely and reframe the badge as "early access — be first in line" with no implied number to miss.
On "Less data. More answers." — it works. It's the direct counter to the complaint your thesis is built on. The risk isn't pitch-iness, it's abstractness: "answers" only lands if the rest of the page shows what one looks like. A single example of a Monday5 recommendation — even a fake sample week — would make it concrete. Without it, "more answers" is a promise; with it, it's a proof.
I'd be careful with one assumption.
"I have data but don't know what to do" sounds plausible, but it's not necessarily the same problem as "I would pay for someone to tell me what to do."
The expensive mistake here is treating those as the same thing and spending 8 weeks building around it.
That's not a decision I'd make casually because it changes what Monday5 is actually selling in the first place.
You're right that those are not the same problem, and conflating them is the expensive mistake.
The current validation plan was "count waitlist signups + 5 qualitative conversations," which I now realize tests interest, not willingness to pay. Big gap.
Two ways I'm thinking of closing it before building:
Concierge MVP — manually do Monday5 for 5-10 sellers for 4 weeks. I scrape data, write the email, send it. Charge €15/m from day one. If they keep paying past month 1, willingness is real. If they don't, the data sucked or the email isn't actually moving sales. Either signal is gold.
Pre-order — change the waitlist to "Reserve your spot — €5 deposit credited to first month." Friction is much higher than free signup, so the conversion drop tells me something. People who pay €5 to reserve are a different sample than people who type an email.
I'd lean concierge because it also tests if the actions I send actually move sales — if the email doesn't change behavior, the whole thesis dies regardless of pricing.
Question back: do you think running the concierge for 4 weeks at €15/m is enough signal, or would you push for a longer window before committing to the build?
Possibly.
The reason I'd be careful answering that directly is that the useful part isn't whether the concierge runs for 4 weeks or 8.
It's the decision sitting underneath that question.
That's the kind of call that can save or waste months, which is why I wouldn't make it casually in a thread.
If you'd like the tighter version, drop your email and I'll put it together properly.
Appreciate it, but going to keep the decision in the thread. Two reasons:
First, the value I'm getting from this post comes from the comments being public — other people see the reasoning, push back, and the whole thread gets sharper. Privatizing it loses that.
Second, if you've got the tighter version, the indie hackers community benefits from you sharing it openly more than I do from a 1:1 consult. No pressure either way.
Either way, the original comment was useful — it's what pushed me to concierge. Thanks for that.
That's fair.
I agree the public discussion is valuable.
Good luck with the validation work.