Moe: Competitive Landscape

1. Every leg of Moe's paid loop already ships free somewhere: photo-to-listing with price suggestion is native and free on eBay (agentic, Q4 2025), Facebook Marketplace (Mar 2026, plus a free standalone Seller app Jul 2026), Depop (2024), Mercari (2024) and Poshmark (2025), and "point camera, learn value" is free at the OS and search layer via Google Lens, Apple Visual Intelligence and free-tier ChatGPT.
2. The exact Moe bundle (scan, AI value, cross-list, portfolio) has been shipped since 2023 by at least six funded consumer teams (SellRaze $500k YC with 39,579 iOS ratings, Hero with FJ Labs, Haz with a16z, Tradepost $4.9M closed the month Moe launched, Firesale, Minimist) plus a shelf of unfunded template scanners with six-figure rating counts; Moe, at 12 ratings, is neither first nor biggest at any leg.
3. Where the "your stuff is a portfolio" thesis has ever compounded it was vertical with liquid comps (CollX $28.2M, Alt $346M, Collectr free at 64,932 ratings) or moved data capture upstream of the camera (Croissant $52M); the horizontal consumer version has a graveyard of roughly twenty corpses at $0.1M to $4M raised, a $15.8M category ceiling (Flyp) that now gives the product away free, and zero venture-scale outcomes in fifteen years.

Every competitor from the four research files, deduped. Type: direct (same consumer scan/value/list bundle), cross-lister (list-once-post-many tools), incumbent feature (platform ships the wedge natively), adjacent (vertical, buyer-side, service, or inventory-tracker overlap), dead. Threat to Moe: 5 kills it first, 1 background noise. Two companies named Encore are distinct and both listed.

Legend: AI camera valuation = prices an arbitrary item from a photo. Cross-list = posts to 2+ external marketplaces. Portfolio = persistent tracked collection with value. nc = not captured in the 2026-09-15 run (JS-walled or not shown).

Read of the matrix: nobody else combines all three of arbitrary-item AI valuation, multi-marketplace cross-listing and portfolio revaluation in one consumer app. The reason is visible in the columns: each leg is already owned separately by someone bigger (scanners with six-figure rating counts, decade-old cross-listing SaaS, card portfolios with $28M+), and every prior attempt to combine them sits under 2,100 reviews or is dead.

States from Harmonic pulls 2026-09-15; site evidence from fetches 2026-09-15 (details in moe-comp/out/apps.md and harmonic.md).

Pattern: every corpse is either consumer sell-it-for-you automation at $0.1M to $4M raised, or a cross-lister that could not hold pricing. Nobody died for lack of a scanner. They died because the sold item's value did not cover the service. Moe combines both dead shapes and adds an LLM bill.

All citations from moe-comp/out/incumbents.md, fetched on the dates shown.

• eBay: Magical Listing generates title, description, specifics, category, price and shipping from photos alone; 10M+ sellers had used AI features and 100M+ AI-assisted listings by Apr 2025 (digitalcommerce360.com/2025/04/15/ebay-ai-aided-tool-cut-steps-create-listings/); Q4 2025 moved to agents that build the whole listing from photos (valueaddedresource.net/ebay-ai-magical-listing-revisited/, accessed 2026-09-15). Free; eBay monetizes the ~13.6% final value fee. Feb 2026 User Agreement bans LLM-driven bots and end-to-end automated flows without human review (valueaddedresource.net/ebay-bans-ai-agents-updates-arbitration-user-agreement-feb-2026/).
• Facebook Marketplace: Mar 2026, AI draft listing from photos with suggested price from local comps, shipping labels, AI auto-replies to buyers, profile summaries (pymnts.com, valueaddedresource.net hands-on, accessed 2026-09-15); Jul 2026, free standalone Seller app that builds title, description, price and category from one photo (thenextweb.com, techtimes.com, 2026-07-24). This is nearly feature-for-feature Moe's scan-to-list flow, free, plus the sanctioned version of Moe's roadmap buyer-messaging agents. No public listing API has ever existed; automation violates Meta ToS.
• Depop: one-photo AI listing since 2024-09-12 (news.depop.com); US seller fee cut to zero Jul 2024; inside eBay since the ~$1.2B acquisition agreed 2026-02-18 (investors.ebayinc.com). Cross-listing tolerated under 2026 ToS if items are delisted promptly.
• Mercari: AI Listing Support since 2024-09-10 on GPT-4o mini (about.mercari.com); free; no public API, and an Aug 2024 change broke unofficial cross-listers' delisting.
• Poshmark: Smart List AI since Feb 2025, Posh Lens visual search since 2023, free (digitalcommerce360.com 2025-02-04); suspended hundreds of cross-lister users in May and Nov 2025 (valueaddedresource.net).
• Vinted: no seller fees at all; US expansion Jan 2026 with ~800% download growth (appfigures.com, fashionunited.com 2026-01-22).
• Google: Lens price comparison free at the camera layer since late 2024; agentic checkout Nov 2025 onward (blog.google, 9to5google.com).
• Apple: Visual Intelligence free at the OS layer, iOS 26, point at anything on screen and search Google, Etsy or ChatGPT (apple.com newsroom 2025-06-09).
• OpenAI: free-tier ChatGPT vision answers "what is this and what is it worth" from a photo; commerce moved to retailer apps in ChatGPT Mar 2026 (cnbc.com 2026-03-24).

Net: of Moe's paid bundle, only three pieces are not already free inside the platforms: the cross-marketplace layer itself (legal only on eBay and gated Depop; Facebook only by ToS violation), the portfolio framing (packaging, one feature flag from commoditization), and buyer-messaging agents (Meta shipped the sanctioned version; eBay contractually banned the unsanctioned one).

1. eBay, with Depop inside it. Owns two of Moe's three listing rails, ships the core feature free, banned LLM-driven end-to-end flows in its Feb 2026 user agreement, and is piloting agentic commerce with OpenAI. Kills by policy enforcement or feature parity, whichever comes first; also the category's only likely acquirer.
2. Meta. Moe's load-bearing Facebook integration runs a headless browser through users' own sessions against Meta's automated-means terms. One enforcement wave bans Moe's users' accounts and deletes the product's main value the same day. No competitor required.
3. SellRaze. The same camera-to-cross-list wedge, YC F25, 39,579 iOS ratings, working referral loop, $500k raised at a sane price. If the wedge works at all, the better-executed twin gets the next round.
4. Whatnot. Already owns Moe's dream user, the hyper-collector, with $8B live GMV in 2025 and 5M new listings a day. Collectors list where buyers are.
5. The vertical specialists: CollX, Collectr, Misprint, tash. In the only categories where "track your stuff like stocks" retains (cards, collectibles), funded specialists own the scan, the price data and increasingly the regulated wrapper. They take the one segment where Moe's portfolio framing lands.

Carried forward from the four source runs (2026-09-15/16); no new fetches were made for this synthesis.

• Reddit (r/Flipping, r/reseller) blocked droplet IPs; no community sentiment captured. DuckDuckGo rate-limited after one query.
• Take rates for Mercari, Depop, Poshmark, Whatnot, OfferUp, Vinted not captured (fee pages JS-walled); only eBay's fee page rendered.
• Pricing not captured (nc) for most direct apps and PrimeLister; WorthPoint and secondsense.co behind CDN 403.
• OneShop live/dead is contested (Harmonic OUT_OF_BUSINESS vs app updated 2026-09-12); reported as zombie, not resolved.
• Collectibles.com funding is ambiguous across two Harmonic records (Collectbase Inc. $5.0M vs $0 on the collectibles.com record); both reported.
• Hero's 2025-11 round amount is undisclosed (Harmonic $0 with named investors). Encircle, momox and Vinted's last-event figures look partial or secondary in Harmonic; flagged, not corrected from the web.
• Harmonic no record for: SellOut, ClosetMate, Lista, RePick, Thrift (indie), ThriftLens, Next Vision, Cardstock, Nifty, SmartLister, iCollect, Valuable Pro, What is it Worth?, The Resale App, Palisade, Xianyu (Alibaba unit), Dressd (not queried).
• Not enriched due to the 40-call cap: Leboncoin, Jamble, Recurate, PSA, OpenAI.
• iOS App Store only; Google Play and Product Hunt not swept, so Android-only competitors would be missed. Keyword sweeps pulled top 50 of 856 and 249 matches, so long-tail hits were not exhausted.
• OfferUp's AI listing claim is single-sourced to a third-party analysis page. StockX Portfolio discontinuation is single-sourced (sneakerping.com). SoleSavy operating scale unverified.