# Shelfforce AI
> Shelfforce AI — Wikidata Q138961482; AI-powered retail execution and shelf intelligence platform; source revision 2480509272, modified 2026-04-12T02:20:28Z.

- Canonical entity: https://readyscan.ai/entities/shelfforce-ai-q138961482
- Website listed in the source snapshot: https://shelfforce.ai
- Category: [Wikidata businesses](https://readyscan.ai/directory/wikidata-businesses)
- Machine record: https://readyscan.ai/discovery/entities/shelfforce-ai-q138961482.json
- Material fingerprint: fnv1a64:3b68757ca9240ad3
- Entity revision: fnv1a64:2642e0a28a3e8df0
- Published: 2026-07-29
- Modified: 2026-07-29

## Source-backed claims
- Source description: AI-powered retail execution and shelf intelligence platform Sources: https://www.wikidata.org/wiki/Special:EntityData/Q138961482.json?revision=2480509272
- Source-listed website: shelfforce.ai — https://shelfforce.ai Sources: https://www.wikidata.org/wiki/Special:EntityData/Q138961482.json?revision=2480509272
- Wikidata item: Wikidata Q138961482 Sources: https://www.wikidata.org/wiki/Special:EntityData/Q138961482.json?revision=2480509272
- Source revision: 2480509272, modified 2026-04-12T02:20:28Z Sources: https://www.wikidata.org/wiki/Special:EntityData/Q138961482.json?revision=2480509272

## Sources
- [Shelfforce AI — Wikidata Q138961482](https://www.wikidata.org/wiki/Special:EntityData/Q138961482.json?revision=2480509272) — Wikidata
- [Wikidata data access](https://www.wikidata.org/wiki/Help:Data_access) — Wikidata
- [Wikidata reuse permission](https://www.wikidata.org/wiki/Wikidata:Licensing) — Wikidata
- [CC0 1.0 Universal](https://creativecommons.org/publicdomain/zero/1.0/) — Wikidata

## Agent return protocol
- Discover the bounded graph: https://readyscan.ai/api/v1/ai-search/discovery
- Retrieve this entity evidence: https://readyscan.ai/api/v1/ai-search/entities/shelfforce-ai-q138961482/evidence
- Verify a published claim ID: https://readyscan.ai/api/v1/ai-search/verify?entity=shelfforce-ai-q138961482&claim={claim-id}
- Verification evaluates only the current published evidence revision. Unsupported interpretation remains unknown.

## Publication boundary
- This public-sourced, unclaimed record republishes selected permitted snapshot facts and has not been verified as controlled by an owner.
- Publication does not guarantee crawling, indexing, training inclusion, citation, recommendation, referral, or revenue.