Better listings. More found. Without the SEO LARP.
Listing optimization will check your titles, descriptions, and image sets against marketplace ranking signals and policy gates, and rewrite the parts that hurt you. Tuned for Ajio first, Meesho next. Same RobnuAI gateway, same safety contract.
- Per-listing audit against marketplace ranking signals, title length, keyword placement, image set, attribute coverage.
- Rewrites that respect the marketplace policy gate. Forbidden phrases are flagged before they land you in trouble.
- Outputs land in ai_predictions and link back to the source CatalogListing, auditable and rollbackable.
What you get.
Ranking-signal aware
Robnu pulls from the same listing data the marketplaces sort on. The optimizer scores against weight + position + completeness, not vibes.
Policy-gate respectful
Marketplace banned phrases (medical claims, false discounts, brand misuse) get caught before you publish. No surprise listing strikes.
Always rollbackable
Every rewrite is a versioned ai_prediction with the original text preserved. Roll back from the listing detail page in two clicks.
The listing audit checklist.
- Title length, keyword density, and front-loaded brand handling.
- Description completeness, coverage of attributes the marketplace ranks on.
- Image set completeness, front, back, lifestyle, sizing, infographic.
- Alt-text and accessibility text presence.
- Forbidden phrases, medical, false-discount, competitor-brand drops.
- Pricing sanity, MRP, discount, GST surface for the marketplace.
- Variant grouping, color, size, listing-vs-variant fragmentation.
Practical answers.
No. Mutations always pass through your manual approval. RobnuAI proposes; you publish. The mutation guard (ROBNU_AJIO_MUTATIONS_ENABLED, dry-run by default) governs every push.
Listing optimization for Meesho ships when the Meesho adapter ships. The Process pillar makes Meesho live; that unlocks listing optimization for Meesho. Until then it's Ajio-only.
Listing optimization is on the next-modules queue under the AI surfaces phase. We don't promise dates on this site, see /roadmap for the live order.
Try it inside your own dashboard.
Free during early access. No card. Forever free under 25 orders/day.

