Catch risky classified listings before buyers respond

Detect prohibited offers, deceptive listings, risky links, and abusive seller behavior without reviewing every post in advance.

Classified inventory appears, changes, and disappears quickly. Insion evaluates listing text, images, links, seller context, and category-specific rules, then returns the result to the publication or review flow you already operate.

Bad listings move faster than manual review

Fake rentals, counterfeit documents, prohibited goods, and requests to move payment outside the platform can reach buyers before a reviewer catches up. Broad filters also block legitimate local language and create more disputes. Growth becomes an expensive tradeoff between publication speed and user trust.

Maintaining distinct controls for property, vehicles, services, and general goods compounds that cost. Each category adds filters, reviewer guidance, account enforcement, and audit context. Insion centralizes those operations so review capacity does not have to increase in lockstep with listing volume.

Find risk across the listing lifecycle

Moderate the places where classified fraud develops:

• Listings for sales, rentals, vehicles, and local services
• Listing photos and websites linked from descriptions
• Seller profiles and repeated account activity
• Buyer inquiries and requests for payment outside the platform

Each decision can retain the inventory type, category, city, price band, publication state, listing, and seller involved.

Moderate high-risk categories before publication

Check inventory in higher-risk categories before publication. Evaluate lower-risk edits in the background so sellers can continue without waiting. Both flows use the rules configured for your organization.

Decisions remain visible in the dashboard with their source and category context. Linking the seller connects activity across quickly changing listings and avoids separate moderation processes for every category.

Distinguish local commerce from classified fraud

Spam, Phishing, Weapon components, Illegal drugs, and Government services are useful preset starting points. Custom rules can reflect the transactions your platform permits.

For example, allow licensed local services and ordinary payment discussions, but flag advance-fee rental requests, offers for forged documents, or messages that redirect buyers to an unrelated payment domain. Clear rules preserve legitimate local commerce while making risky patterns actionable.

Turn listing risk into category-specific action

The response can vary by category even when the moderation result is the same. Insion keeps the listing, seller, category, and location context attached so the owning workflow can take the appropriate action.

Automate action without losing operational control

A flagged result can unpublish the offer, stop contact details from being revealed, or enter your existing exception process. Record webhooks identify the exact item whose status changed. User status webhooks help your product restrict sellers connected to flagged records rather than asking every category service to infer account risk.

Configure the flagged-record count that should suspend a seller. Protected accounts remain exempt from automated action when your trust team needs to examine a compromised or sensitive seller first. With appeals enabled, an eligible suspended seller has a structured review path rather than an untracked support conversation.

Instead of maintaining different safety pipelines for rentals, vehicles, services, and goods, you get configurable rules, durable records, account actions, webhooks, and appeals through one integration.

Launch category by category

Start with the category where fraud creates the most support work or buyer loss. Use test mode to evaluate real listing patterns without changing content or seller status. Review the results, refine category-specific rules, and document the response to each outcome. Once the first category is stable, extend the same approach to the next one. This staged rollout produces evidence from your own inventory without requiring a platform-wide change.