Photo Reviews for WooCommerce extends standard WordPress comments by attaching uploaded image attachments to each review. Reviews live in wp_comments with comment_type equal to review, with star ratings in commentmeta under the rating key, and uploaded images stored as attachment IDs in commentmeta under the plugin's photo key. The plugin keeps a reminder log in postmeta and per-product settings for whether photo uploads are required, optional, or disabled. SleekAI maps those structures through its data-source wizard so the system message exposes the active product's photo-review count, average rating, and the customer's upload eligibility as named variables.

That makes the conversation precise. When a shopper asks how the product looks in real photos, the bot can summarize the photo-review gallery and quote the verified-buyer count. When a customer asks if they can add photos to a review, the bot reads the per-product upload setting and answers honestly. When they ask why a review reminder showed up, the bot reads the reminder log and points to the order that triggered it.

Display conditions keep the bot scoped to product pages or the account dashboard, multibot lets a moderation bot run for admins on review queues, and conversation logs capture every message with model and token usage so support leads spot recurring confusion about upload limits or reminder timing.

Photo Reviews exists because shoppers trust real customer photos more than studio shots. The questions that come up on a product page with a photo gallery are tactile and specific. Does this rug look like the photos.

Can I upload my own photos. Why did I get a review email. A generic chatbot bolted onto the store cannot see the attachment IDs on review comments, has no idea what the upload limit is on this product, and ends up either reciting marketing copy or inventing photo descriptions that contradict the gallery the shopper is about to scroll.

That contradiction is the start of trust loss right at the moment a buyer is ready to commit. SleekAI fixes that by reading the same comment rows and attachments the photo-review widget reads. Summaries match what's on the page, upload rules quote the values your store actually enforces, and reminder questions get explained against the per-order log instead of as a guess.

Marketing teams use the log to find product pages where shoppers ask for visuals the gallery doesn't have, then nudge reviewers with the photo-review discount the bot can quote. Support stops typing the same upload-limit response over and over. Because SleekAI never writes to comments, coupons, or settings, Photo Reviews stays the source of truth and moderation, virus scanning, and reward issuance all execute through the plugin's normal flow.

The bot summarizes and guides while the plugin runs the corpus and rewards. Combined with multibot, the same install can run a shopper bot on product pages, an account bot for review submission help, and an admin bot for photo moderation, all on a key the merchant controls and pays for directly.