SellToAI
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Proof & Trust Feed

Show the proof behind every AI shopping recommendation.

SellToAI turns winning TikTok product videos from Moras creators and community validation into reusable trust evidence, so agents can recommend products with more than a static catalog card.

Creator earnings path Merchant distribution proof Developer monetization path

Outcome-backed video assets

A waterfall of commerce proof, not a generic showcase.

Creator videos become agent-callable, attributable transaction evidence.

$100k+

elkingdomi1 · TikTok Shop

TryLazy Bed Frame with 4 Drawer and 2 USB & 1 Type-C Charging Ports, No Mattress, Upholstered Platform Bed Frame with Storage Headboard Bed Frame,No Box Spring Needed Required Easy Assembly,Full/Queen/King - TikTok Shop

$100k+ GMV range 651 orders 1.3M views
Generate a similar shoppable video Open video Buy on TikTok Shop
$25k-$50k

elkingdomi1 · TikTok Shop

TryLazy Bed Frame with 4 Drawer and 2 USB & 1 Type-C Charging Ports, No Mattress, Upholstered Platform Bed Frame with Storage Headboard Bed Frame,No Box Spring Needed Required Easy Assembly,Full/Queen/King - TikTok Shop

$25k-$50k GMV range 127 orders 267.4k views
Generate a similar shoppable video Open video Buy on TikTok Shop
$25k-$50k

angelmh3441 · TikTok Shop

RaybeeFurniture Bed frame for Queen Bed Frame with Headboard&Storage,NO MATTRESS, Luxury Upholstered Bed Frame with Storage, 2 Drawers & Shelf on Headboard, NO Noise, KING, FULL, Twin, Mother's Day Gifts - TikTok Shop

$25k-$50k GMV range 127 orders 333.1k views
Generate a similar shoppable video Open video Buy on TikTok Shop
$25k-$50k

olgapredko · TikTok Shop

Raybee Furniture 55 Inch Wide Dresser for Bedroom, with Power Outlet and LED Lights, 65 Inch TV Stand for Bedroom with 7-12 Fabric Drawers, Sturdy Dressers for Bedroom

$25k-$50k GMV range 216 orders 1.3M views
Generate a similar shoppable video Open video Buy on TikTok Shop
$25k-$50k

hnc1567 · TikTok Shop

TryLazy Bed Frame with 4 Drawer and 2 USB & 1 Type-C Charging Ports, No Mattress, Upholstered Platform Bed Frame with Storage Headboard Bed Frame,No Box Spring Needed Required Easy Assembly,Full/Queen/King - TikTok Shop

$25k-$50k GMV range 125 orders 451.9k views
Generate a similar shoppable video Open video Buy on TikTok Shop
$10k-$25k

_jenniferdunn_ · TikTok Shop

TryLazy Bed Frame with 4 Drawer and 2 USB & 1 Type-C Charging Ports, No Mattress, Upholstered Platform Bed Frame with Storage Headboard Bed Frame,No Box Spring Needed Required Easy Assembly,Full/Queen/King - TikTok Shop

$10k-$25k GMV range 115 orders 218k views
Generate a similar shoppable video Open video Buy on TikTok Shop
$10k-$25k

busybossmama6399 · TikTok Shop

VEVOR Metal Chicken Coop, 9.8x19.3x6.5 ft Large Walk-in Chicken Runs with Cover, Doom Roof Hen House Enclosure with Security Lock, Outdoor Duck Rabbit Cage Poultry Pen for Backyard, Farm, Yard - TikTok Shop

$10k-$25k GMV range 100 orders 411.5k views
Generate a similar shoppable video Open video Buy on TikTok Shop
$10k-$25k

user1443304315865 · TikTok Shop

Chicken Feeder and Waterer Set, 42LB Large Chickens Feeders No Waste, 5 Gallon Chicken Waterer with Cups, Chicken Coop Accessories, Poultry Feeder & Chicken Watering System for Ducks, Quails - TikTok Shop

$10k-$25k GMV range 324 orders 555.7k views
Generate a similar shoppable video Open video Buy on TikTok Shop
$10k-$25k

tanyadespins · TikTok Shop

Reading Pillow for Sitting in Bed Adult, XL Back Pillow for Bed Sitting up, Back Support Chair Pillow for Sitting up/Watching TV/Reading/Gaming/Resting/Post Surgery #mothersdaygift - TikTok Shop

$10k-$25k GMV range 353 orders 0 views
Generate a similar shoppable video Open video Buy on TikTok Shop
$10k-$25k

wilson54373 · TikTok Shop

MERSCO Heavy Duty 440lbs Metal Swing Set for Backyard 32 Saucer 26.2 Belt Seat Outdoor Playset for Kids and Adults Ultra-safe Sturdy Frame Playground Equipment - TikTok Shop

$10k-$25k GMV range 108 orders 267k views
Generate a similar shoppable video Open video Buy on TikTok Shop

Community reality check · auto-curated

Loved the creator pitch? Now hear what real owners say.

Real pros, cons, and alternatives debated on Reddit — SellToAI auto-collects and distills them into cards, so you decide with less effort and more confidence.

r/AirPurifiers 82% consensus

community discussion · 74 comments

Quiet bedroom air purifier that is not annoying at night?

quiet-air-purifierbedroomsleep
Pros
  • low noise on sleep mode
  • filters easy to replace
Watch-outs
  • replacement filters add recurring cost
  • auto mode can be too sensitive
r/projectors 84% consensus

community discussion · 61 comments

Portable projector for dorm room: Nebula Capsule or XGIMI MoGo?

portable-projectordormsmall-room
Pros
  • portable setup
  • works well at night
Watch-outs
  • not bright enough for daylight
  • fan noise varies by unit
r/SkincareAddiction 80% consensus

community discussion · 93 comments

Travel skincare kit for sensitive skin without fragrance?

travel-skincaresensitive-skinfragrance-free
Pros
  • gentle cleanser consensus
  • travel-size friendly
Watch-outs
  • some users dislike texture
  • patch test recommended
r/headphones 80% consensus

community discussion · 82 comments

Daily commute ANC headphones under $300 that also work for calls?

anc-headphonescommuteopen-office
Pros
  • effective on subway noise
  • mic clear enough for daily calls
Watch-outs
  • earpads wear out within 2 years
  • travel case is bulky

TRUST EVIDENCE · MERCHANT SLA

What merchants commit to before an agent can route a buyer

Creator content tells the story; community sentiment tells the truth; merchant SLAs make the deal answerable. SellToAI requires structured commitments before a proposal becomes a MatchToken.

Return policy

Stated return window with no surprise restocking fee

Agents will not recommend a SKU when the return window is undefined or the policy contradicts the destination region. Defaults: 14-day for soft goods, 30-day for electronics.

Shipping promise

Hand-off SLA, not a vague "fast shipping"

Promise window in hours, carrier class, and what counts as on-time. SellToAI surfaces the promise to the buyer and reconciles against actual ship events.

Authenticity

Authentic SKU + provenance, not gray-market

Brand-authorized listings get a higher rank. Resale / parallel-import inventory must declare it; agents disclose it in the proposal.

Price honor

Honor the price the agent quotes for the validity window

When SellToAI emits a MatchToken with a price, the merchant agrees to honor that price for its validity window — even if the catalog price changes mid-flight.

Inventory truth

Real-time stock check before proposal commit

Stale availability is the #1 reason agents lose user trust. Merchants commit to a fresh stock_check inside the proposal contract.

Each commitment maps to a field in the merchant onboarding contract. SellToAI rejects malformed proposals at the gateway, not the buyer's checkout page.

A2A asset contract

Every video becomes a proposal-ready asset node.

The Portal presents the asset; /v1/proof-feed returns the machine-readable graph for agents that need intent tags, conversion signals, attribution hints, and a proposal action.

# commerce proof feed (TikTok / creator videos)
GET /v1/proof-feed

# community evidence (Reddit threads, forum posts)
GET /v1/proof-feed?source=community&intent={shopping_intent}

# commerce asset reference shape
asset_ref: moras://commerce-proof/{asset_id}

# community asset reference shape
asset_ref: moras://community-proof/{asset_id}

# actions an agent can take with a proof asset
action: generate_commerce_proposal | attach_community_evidence_to_proposal