The whole board on one screen. Every row is one dimension: its score, the call, and the single next action that moves it. The image crisis is solved, so the leverage now sits in the four FIX rows at the bottom.
SHIP
SEO & Discoverability
The live storefront is tag-saturated and keyword-loaded with 97 of 107 active listings maxed at 13 tags, so the "40 below 13" headline is mostly the 29 unfinished drafts and the discoverability layer is a near-finished, scalable asset rather than a broken one.
Strengths
- 97 of 107 active listings sit at the full 13-tag cap (avg 12.7 tags on active), so the discoverable surface is already maxed on tag coverage, not the 104/144 shop-wide number which is dragged down by drafts.
- Active titles are well-built for search: median 95 characters with zero under 60, and 86 of 107 carry 3 or more pipe-delimited keyword segments (avg 2.91), so query-matching breadth is wide.
- Only 10 active listings fall below 13 tags and 8 of those still score 88-99 with 10-12 tags, meaning the live SEO gap is small and high-floor, not a structural failure.
- 45 of 107 active titles run 100-139 characters, packing the Etsy title field near its 140-char ceiling for long-tail keyword capture.
Critique
- The 40-below-13 figure is 29 drafts stuck at a uniform 5 tags plus 1 expired listing, so 30 of those 40 produce zero discoverability today because they are not live.
- One active Music Theory listing (RHCP Return of the Dream Canteen) carries just 1 tag and scores 57, throwing away 12 of 13 tag slots on a live, indexable page.
- 9 active Music Theory listings sit at 10-12 tags (Rush at 10, Believe You Me at 10, two Hooray for Earth at 12), leaving 1-3 keyword slots empty in the single category with the most live inventory (38 active listings).
- A tarot product (Tarot Combinations Cheat Sheet) is filed under Music Theory, splitting its category-page relevance away from the 25 active Tarot & Oracle competitors it should rank against.
Streamline Fill the 5-tag seed on the 29 drafts in one batch pass before publishing any of them, since every draft enters the index pre-maxed instead of bleeding the first weeks of ranking at 5 tags.
Next best action Top up the 10 under-13 active listings to all 13 tags, starting with the 1-tag RHCP item, a roughly 30-minute fix that converts 10 already-indexed pages to full keyword coverage with no new content.
30-day lever $200-600
medium confidence
SHIP
Listing Quality & Conversion Readiness
The cover pipeline turned a dead shop into a shippable one, 65 of 144 listings now clear 8 images versus 0 of 56 at the prior eval, and the remaining gap is a clean mechanical tail of 42 thin active listings plus 30 throwaway preview drafts.
Strengths
- Image rail is no longer the kill switch: 65/144 clear the 8-image SEO bar (58 at exactly 8, 7 at 9), a full reversal of the prior 0/56 verdict.
- Tag and file hygiene is near-ceiling: 104/144 listings are maxed at 13 tags and 143/144 have a deliverable file attached, so once a listing has images it converts cleanly.
- The finished core is broad and scalable: 92 SHIP verdicts, 58 'ok'-severity listings, and avg readiness 77.4/100, with all 10 Pro Notion listings sitting at 8.0 avg images.
- Pricing has a real margin spine outside the noise: 45 active listings price at $12 or higher and the median is $9.99, so the conversion-ready half carries sellable price points.
Critique
- Coverage is bimodal, not improving: 21 active listings sit at exactly 1 image with zero active listings at 0 images, and the active 2-to-7 middle band is thin, so the work stalled binary rather than progressing.
- Music Theory is the soft underbelly: the largest category averages low images, dragged down by the 21 active listings stranded at a single image in the $9.99-$12.99 band, burning impressions with no gallery.
- 30 KILL items dilute the catalog: 29 are $0.20 'Try Before You Buy' preview drafts with 0-1 images and 5 tags, plus one expired no-file listing, all 0.20-priced noise that should never index.
- Self-inflicted SEO holes remain in the live set: the RHCP Return of the Dream Canteen listing (id 4514596788) is active at $9.99 with only 1/13 tags, and the crit-severity listings carrying zero images are all drafts.
Streamline Delete or never-publish all 29 $0.20 "Try Before You Buy" preview drafts as one batch; they add 29 of the 30 KILL verdicts and zero revenue, and removing them lifts the shop's average readiness without touching a single sellable listing.
Next best action Batch-generate 7 more cover images for the 21 active listings stranded at a single image (ids like 4514443516, 4514448231, 4514447406, 4514597157), since they are already live, tagged 13/13, file-attached, and priced $9.99-$12.99, so each one jumps from a 70.8-73.8 score into the 8-image SHIP tier the moment the gallery fills.
30-day lever $300-900
medium confidence
SHIP
Revenue Model & Unit Economics
The catalog is 82% scalable ~100%-margin digital by active face value, so the model is structurally sound, and the only real drag is a self-inflicted price floor, not the 24 human-labor reads.
Strengths
- 143 of 144 listings carry digital files at roughly 100% margin, and 83 of 107 active listings are scalable digital products summing $1,078.23 in face value against the 24 labor reads' $234.99.
- Scalable digital averages $12.99 per active listing versus $9.79 for the labor reads, so the high-margin side also carries the higher price, with 45 active listings priced at or above $12 summing $869.61.
- 65 active listings are SHIP-verdict with 8 or more images, a clean scale-ready core worth $1,004.47 face that needs zero per-order human time to fulfill.
- Manual-labor exposure is contained: only 24 of 107 active listings need human fulfillment, and zero active listings carry a KILL verdict (all 30 KILLs are 29 drafts plus 1 expired).
Critique
- 12 listings sit at a $1.00 floor and all 12 are human-labor voice/psychic reads, so the shop is selling its most labor-intensive product for a dollar, which inverts unit economics on exactly the wrong items.
- 29 draft listings are priced at $0.20 'sample preview' SKUs, a pricing pattern that drags blended AOV toward zero and accounts for all 29 KILL-verdict drafts.
- The labor reads scale poorly by design: 24 made-to-order listings ($234.99 face) consume human time per order and cannot be cloned the way the $1,078 digital catalog can.
- Median price is $9.99 and 41 listings sit near $1, so despite the high-margin file base the catalog is anchored low and leaves money on the table on the 45 active listings already proven to hold $12 or more.
Streamline Kill or merge the 12 $1.00 reads and the 29 $0.20 draft samples into a single 'free first question, then $10+' funnel so the floor stops cannibalizing the $234.99 labor tier and the $1,078 digital tier.
Next best action Re-price the 12 $1.00 human-labor voice/psychic reads up to the proven $10 to $22 band that 8 sibling labor listings already hold, recovering margin on the most time-expensive SKUs without touching the scalable digital catalog.
30-day lever $200-600
medium confidence
SHIP
Visual Merchandising & Cover Images
The cover engine landed and the live storefront looks healthy, with the only real remaining gap being 21 active listings stranded at one image each and a quarantined draft pile that should never count against the shop.
Strengths
- The cover pipeline genuinely shipped: all 65 listings at 8+ images are active, so 61% of the 107 live listings clear the SEO image bar, a complete reversal of the prior 0/56 reading.
- Zero broken-image listings are live. All 24 zero-image listings are drafts, so the storefront's visible face carries no 0-image dead rails; the worst offenders are quarantined off-shelf.
- Pro Notion proves the template scales: all 10 listings sit at exactly 8 images (avg_img 8.0), and 58 listings landed on the identical 8-image build, showing a repeatable cover system rather than one-off luck.
- Severity has flipped favorable on the live side: 58 of 144 are ok and only 25 are crit, and every crit at 0 images is a draft, not an active loss.
Critique
- 21 active listings sit at exactly 1 image, many of them live album-theory PDFs (Radiohead Moon Shaped Pool, Beach House Teen Dream, A Perfect Circle, Rush, Toe, Portishead) selling with a single lonely cover.
- Music Theory is the drag: the largest category carries the bulk of the 21 active single-image listings against far fewer at 8+, pulling its average image count to the lowest of any real category. The single-image set mirrors bands that already have a polished 8-image listing.
- Across the live shelf, 42 of 107 active listings (39%) fall short of the 8-image bar even after the win, with 21 of those stranded at a single image.
- The 29 duplicated $0.20 'Sample Preview' drafts inflate the broken-image count and include an exact-duplicate pair (Bold Tarot Reading Scripts, ids 4514787588 and 4514787496); they are a doomed gimmick, not a merchandising asset.
Streamline Kill the entire 29-listing $0.20 'Sample Preview' draft swarm, which holds the 24 zero-image drafts, rather than building covers for them; they are unfinished duplicates of products that already have full 8-image active listings.
Next best action Batch-render the 8-image cover template onto the 21 active 1-image listings (the album-theory variants), reusing the exact build already proven on the existing 8-image listings, to bring the live storefront from 61% to roughly 80% over the image bar in one pass.
30-day lever $200-600
medium confidence
FIX
Risk, Compliance & Data Hygiene
The live shop is clean with zero KILL among 107 active listings and a 92.2 active-average score, and the entire risk surface collapses to one $0.20 draft batch plus a handful of named edge cases that are an afternoon of cleanup.
Strengths
- The active set carries no broken listings: 107 active rows average 92.2 readiness, 91 of 107 verdict SHIP, and 0 of 107 verdict KILL, so the dead weight is entirely quarantined in drafts.
- All 30 KILL verdicts and 24 of 25 crit-severity flags sit in non-public states (29 draft, 1 expired), meaning none of the broken inventory is visible to buyers.
- Hygiene fundamentals are strong where it counts: 143 of 144 listings have files attached, and 65 of 144 clear the 8-image bar versus the prior eval's 0 of 56.
- The biggest risk cluster is one experiment, not scattered rot: 29 of the 34 drafts are the same '20 Cent Sample Preview' batch at $0.20, so it deletes as a single decision.
Critique
- The 29-listing $0.20 'Sample Preview' draft batch is a live policy and margin hazard: at $0.20 each, Etsy's $0.20 listing fee plus transaction and payment fees erase the entire sale, and 'try before you buy' previews of digital goods invite resale and refund abuse if published.
- 21 active listings ship with only 1 image (e.g. Radiohead In Rainbows, Shiner BELIEVEYOUME, Portishead Dummy at $9.99 and $7.99), so 21 of 107 live listings are real revenue items running at one-tenth the image rail and are the actual fix queue.
- The lone expired listing (SwiftPhish 'Surrender To The Flow', $30, the only file-less row of 144) pairs a Phish song title with an artist-mashup name, an IP and trademark exposure that should not be relisted as-is.
- Two active titles ('Your Energy Right Now ... 5 Star', 'Psychic Reading No Cards ... 5 Star') bake a star rating into the title, which reads as review manipulation under Etsy policy, plus 2 exact-duplicate title pairs and 3 near-duplicate Hooray for Earth listings dilute search relevance.
Streamline Delete the 29 '20 Cent Sample Preview' drafts as one batch, which clears 29 of 30 KILLs, 24 of 25 crit flags, and 85 percent of the draft pile in a single action.
Next best action Bulk-delete the 29 $0.20 preview drafts today, then add 7 more images to each of the 21 single-image active listings to lift them past the 8-image bar.
30-day lever $150-450
medium confidence
FIX
Operations & Automation
The automation toolkit demonstrably works (91 of 107 active listings are SHIP, avg readiness 77.4), so the only thing broken is that nobody has pointed it at the 34 finished-but-idle drafts that already have files attached.
Strengths
- The cover pipeline already landed at scale: 65 of 144 listings clear the 8-image SEO bar (58 sit at exactly 8) and 91 of 107 active listings carry a SHIP verdict, a full reversal of the prior eval's '0 of 56 clear the image bar' finding.
- Tag automation is near-complete on the live shelf: 104 of 144 listings are maxed at 13 tags, and only 42 of 107 active listings sit under the 8-image cover bar, so the active shelf is operationally clean.
- The product backlog is built, not missing: all 34 drafts already have files attached (143 of 144 shop-wide), meaning each draft is one cover-batch and publish away from live, not a from-scratch build.
- File-attach discipline is effectively perfect at 143 of 144 with files, evidence the delivery-asset step of the pipeline runs reliably end to end.
Critique
- The idle backlog is the whole problem: 29 of 30 KILL verdicts are drafts, all 24 zero-image listings are drafts, and 24 of 34 drafts carry 'crit' severity, so the existing etsy_upload_images.py and cover generator are simply not being run against this queue.
- Drafts skip the tag step too, not just covers: only 5 of 34 drafts hit the 13-tag max versus 104 of 144 shop-wide, so publishing them raw would dump weakly-indexed listings into the shop.
- Two edit-state listings are stranded mid-revision (the Tame Impala theory book at 1 image, score 63.8 FIX, and a TV-tracker HTML at 4 images), evidence of half-finished manual passes that the automation never closed out.
- One expired listing (SwiftPhish, score 50.6, 2 images) sat long enough to lapse rather than getting auto-renewed or fixed, a sign there is no scheduled sweep watching listing state.
Streamline Run one batch job that points etsy-cover-image-generator + etsy_upload_images.py + the 13-tag filler at the 34-draft queue in a single pass, then etsy_verify_image_counts.py as the gate, instead of touching drafts one at a time.
Next best action Cover-and-publish the 34 drafts in priority order (start with the 11 Services and 10 MIDI Packs drafts that already have files), clearing the 24 zero-image and 29 KILL-draft flags in one operational sprint.
30-day lever $300-900
medium confidence
FIX
Product Portfolio & Mix
The live catalog has a coherent three-pillar spine, Music Theory 36 percent, Tarot 23 percent, MIDI 15 percent of 107 active listings, but 34 unfinished drafts and leaky category taxonomy drag the mix down to a FIX.
Strengths
- The active catalog is clean, all 107 active listings score SHIP or FIX and zero score KILL, since every one of the 30 KILL items is a draft (29) or the 1 expired listing.
- The mix is concentrated, not sprawling, three lanes hold 74 percent of active listings (Music Theory 38, Tarot 25, MIDI 16), so the 8-category label overstates the spread.
- Pro Notion is fully executed as a lane, all 10 are active, 0 drafts, 8.0 median images, the only category that fully clears the 8-image bar.
- Real pricing power exists at the top, 45 active listings sit at or above $12 and the music-theory and DAW lines carry $12.99 to $29.99 price points.
Critique
- 34 drafts are 24 percent of the catalog and dead weight, 24 of them have 0 images and they pile into Services (11), MIDI Packs (10), and Tarot (8), so a quarter of the shop is unshippable.
- Taxonomy leaks, a Tarot product (id 4500454225) is filed under Music Theory and 4 psychic-reading items sit in Services instead of Tarot, blurring the category that drives discovery.
- A price barbell distorts the mix, 41 listings sit at or near $1 (29 drafts plus 12 active) against 45 active at $12 or more, and the active $1 items pull the Tarot median to $4.00 and signal placeholder pricing on live listings.
- The long tail is near-vestigial, DAW & Audio (2 active), HTML Tools (2 active), and Photo Presets (1 active) total 5 active listings across 3 separate categories, too thin to merchandise as standalone lanes.
Streamline Collapse the 3 vestigial tails (DAW & Audio 2 active, HTML Tools 2 active, Photo Presets 1 active) into a single "Producer Tools" lane, and either finish or retire the 24 zero-image drafts so the catalog stops carrying 34 unshippable SKUs.
Next best action Triage the 34 drafts in one pass, promote the ~10 MIDI-pack drafts that already have a sibling active template by adding covers, and move the remaining 0-image Services and psychic drafts to a hold list so they stop counting as inventory.
30-day lever $300-900
medium confidence
FIX
Pricing Strategy
The live price ladder is sound with a healthy $1-to-$35 spread, the headline "41 at $1" is a draft mirage (29 of 41 sit at the $0.20 Etsy placeholder minimum and all 41 anchor items below true floor are drafts), and the real leak is the 24 of 38 active Music Theory PDFs stuck under $10.
Strengths
- The anchor tier is not over-populated in the live shop: only 12 of 107 active listings sit at $1 (11 percent), and all 12 are Tarot/psychic voice readings serving as a deliberate review-magnet loss leader, not a structural floor problem.
- Digital ceilings are already high where the shop has product-market fit: MIDI Packs median $19.99 with a $34.99 top, DAW & Audio at $28.99-$29.99, and Tarot voice readings reaching $35.00, proving buyers tolerate $25-$35 digital pricing here.
- The active price ladder is well-distributed across tiers: 34 active listings at $8-$12, 29 at $12-$20, and 16 above $20, so there is a real value staircase rather than a single price point.
- Median active price of $9.99 sits in the proven Etsy digital-download sweet spot, and all 45 listings at or above $12 are already active and earning, not stranded in draft.
Critique
- Music Theory is the largest active category (38 listings) yet 24 of 38 are priced under $10 and the median is just $9.99, while the band-specific Music Theory PDFs already sell at $12.99, so 24 deep-analysis books are leaving $3-$5 each on the table.
- The $0.20 floor and 'min $0.20' headline are a draft artifact, not strategy: 29 of the 41 anchor items are drafts sitting at exactly the $0.20 Etsy minimum placeholder, meaning a fifth of the catalog has no real price set and cannot convert.
- Pro Notion is price-flattened, all 10 active templates fall in a narrow $7.99-$11.99 band with a $9.99 median, with no bundle or pro tier in a niche where $15-$25 multi-template packs are standard.
- Anchor pricing has no documented ladder to a paid tier: the 12 active $1 readings compete directly with the $10-$35 readings in the same Tarot category, risking cannibalization rather than feeding an upsell path.
Streamline Lift the 24 active Music Theory PDFs priced under $10 to a single $12.99 standard, matching the band-PDF tier that already sells, and clear the 29 drafts stuck at the $0.20 placeholder by either pricing them to their category median or moving them out of the live count.
Next best action Reprice the 24 active Music Theory listings from $9.99-and-under to $12.99 in one batch edit, since they are the largest cluster of underpriced, fully-ready, 8-image SHIP listings in the shop.
30-day lever $300-700
medium confidence
FIX
Channel & Brand Strategy (4-lane)
The four lanes exist underneath, the eight live categories do not map to them cleanly, so the storefront reads as a grab-bag with a junk-drawer "Services" bin and a Faith lane that has no shelf.
Strengths
- The music spine is real and dominant: Music Theory 42 + MIDI Packs 26 + DAW & Audio 4 = 72 listings, exactly 50% of the 144-listing shop, and it is internally consistent (modal-rock album analysis, multitrack MIDI, Ableton).
- Tarot is a clear second lane at 33 listings (23%) with the strongest image readiness of the real cats (avg_img 5.18) and a coherent voice-reading product line priced $1 to $35.
- Two of the four declared lanes price like premium catalogs: MIDI Packs avg $13.45 and DAW & Audio avg $14.84, and 45 active listings sit at or above $12, so the spine is not a dollar-bin.
- The 65/144 that clear the 8-image bar cluster in the on-brand lanes (Pro Notion 8.0 avg_img all-clear, Tarot 5.18), showing the cover work landed where the brand is tightest.
Critique
- The 8 categories do not equal the 4 lanes. "Services" (25 listings, avg_img 3.44, the lowest of any real cat) is a junk drawer holding Christian devotionals, music-analysis books, psychic readings, a TV-show dashboard, and an Etsy automation kit, four lanes in one bin.
- The Faith & Devotionals lane has no category of its own. All 9 Christian titles (Before His Face, House of Prayer, The Cross and the Throne, The Heart Made Ready, etc.) are buried under Services, and 2 of them sit at 0 images (crit) despite faith being the stated north-star mission.
- Tarot is split across 3 categories: "Tarot Combinations Cheat Sheet" (id 4500454225) is filed under Music Theory, and 3 psychic readings (Your Energy Right Now, Why They Went Quiet, What Happens Next) sit under Services, fracturing the readings lane.
- Orphan cats dilute the identity: Photo Presets n=1 and HTML Tools n=3 share the roof with music, faith, and tarot, so a shopper sees a Lightroom pack and a folder-index tool next to album theory books, which is a marketplace booth rather than one brand.
Streamline Collapse the 8 categories down to the 4 declared lanes: create a real Faith & Devotionals section and move all 9 Christian titles out of Services into it, fold the music-analysis books from Services into Music/MIDI, pull the 3 psychic readings and the misfiled Tarot cheat sheet into the Tarot lane, and quarantine the orphans (Photo Presets n=1, TV tracker, Etsy automation kit) into one Templates & Misc lane.
Next best action Build a Faith & Devotionals Etsy section and re-file the 9 devotional titles plus the 3 psychic readings and the Music-Theory-misfiled tarot cheat sheet into their correct lanes, eliminating the "Services" junk drawer.
30-day lever $200-500
medium confidence