
Retail & ecommerce
Respond to product enquiries with catalog details. Collect quantity and delivery requirements, capture the lead and hand quote requests to your sales team.
Querygen for Instagram
Automate comment-to-DM replies, answer product questions and qualify enquiries using your catalog. Save customer details in your CRM and hand conversations to your team when needed.
Instagram API with Instagram Login · Advanced Access for messaging and comments
Comment-to-DM reply · Customer requirements capturedIllustrative Instagram screen · Example messages
The customer experience
See what your customer sees.
Querygen handles the replies and captures the details.
01Customer comments on a post

stride.studio Your everyday white sneaker. Sizes 4–10. Comment for price and sizing.
Comments
ananya.r Price? Do you have size 6?
stride.studio Sent you the sizing details in DMs.

Product questions.
Answered in the chat.
02Querygen replies in DMs
Illustrative Instagram screens · Fictional businesses and sample messages · Stock photography
Used by The Wrapping Store across five Instagram accounts and one WhatsApp account.
Read their storyFeatures
DMs & story replies
Answer incoming DMs and story replies using your catalog, FAQs and business policies. Ask qualifying questions to collect the customer’s requirements before your sales team takes over.
Salon · Service pricing, branch selection and booking link
Illustrative conversation
Posts as catalog
Import your posts and Reels, add prices and product details, and let Querygen answer questions about the right item.

Instagram catalog import
Illustrative workflowImport the post. Add product details. Answer the question.
Lead capture
Extract contact details, product interests and purchase requirements from DMs. Store them in customer profiles and track each enquiry through your sales pipeline.
Arjun Shah
Instagram enquiry · Qualification complete
Requirements extracted from chat
Lead stage: Qualified
Task: Arrange a site visit
Human handoff
Escalate custom quotes, complex questions and enquiries that need a human response. Your team can review the chat history and captured customer details before replying.

Human handoff
Illustrative workflowCustom jewellery · Design consultation
Can you customise this ring with an emerald? I need it by 20 November.
Assigned to design team
Priya: I have your emerald ring request and delivery date. Do you have a reference design you can share?
Follow-ups
Create follow-up tasks for quote requests, pending requirements and custom orders. Keep each task linked to the customer record so your team can track outstanding sales activity.
Pending quotes · Follow-up tasks
Ishita Rao
Confirm paper finish for 200 wedding invitations
Today, 11:00 AM
Dev Mehta
Follow up on the sample pack
Today, 3:00 PM
Sara Khan
Collect final guest count for the quote
Tomorrow
Each task links to the customer record and original enquiry.
Integrations
Connect Instagram enquiries to your existing sales tools. Extract customer fields and configure workflows to update spreadsheets or send structured data to external systems.
“We need a wedding photographer in Jaipur on 12 December. Our budget is ₹80,000.”
New row in Google Sheets
| Service | City | Date | Budget |
|---|---|---|---|
| Wedding | Jaipur | 12 Dec | ₹80,000 |

The Wrapping Store · Customer story
Customer story
“Querygen handles both our Instagram accounts and WhatsApp, from the first reply to lead tracking and invoices. We serve more buyers without adding more people.”
Shreya B Bhootra · Owner, The Wrapping Store
See the complete workflow1,160
Instagram comment-to-DM replies
Main account campaign · since Aug 18
202
Responses to price follow-ups
From 1,035 messages · since Jul 24
2,683
Leads tracked
Across enquiry, sales and order stages
Customer snapshot: September 5, 2026. These are activity counts, not a guarantee of results.
Use cases

Respond to product enquiries with catalog details. Collect quantity and delivery requirements, capture the lead and hand quote requests to your sales team.

Answer questions about your offering, ask what the customer needs and collect the details your team needs to arrange the next conversation.

Collect the order brief, quantity, delivery location and deadline. Escalate custom pricing and production requirements to your team.
Connect Instagram, add your catalog and FAQs, then configure automated replies, lead capture and escalation rules. Test sample enquiries before enabling automation.
Instagram API with Instagram Login · Advanced Access for messaging and comments
Sign in through Instagram Login with your professional account and grant the requested access. Querygen supports business and creator accounts.
Add FAQs and product knowledge, import your posts, and supply any missing product details. Choose your comment triggers and conversation instructions.
Try representative enquiries, check the answers and handoff rules, then enable your automations. Review conversations and refine your knowledge as you go.
Before you get started
Connect an Instagram professional account—a business or creator account—through Instagram Login. A personal account needs to be converted to a professional account first.
Advanced Access is Meta’s permission access level for serving accounts beyond an app’s own testers and administrators. Querygen has Advanced Access for its Instagram messaging and comment permissions. This is not the Meta Verified subscription or a blue verification badge for your account.
Yes. Configure comment automations for specific posts or across your account. A Private Reply can start the DM interaction; the customer’s response determines whether the conversation can continue under Instagram’s messaging rules.
Yes. Querygen can use your knowledge base and conversation instructions to respond to incoming messages, collect requirements and involve your team. The quality of answers depends on the information and rules you provide.
The import brings in the caption, permalink, publication date and media preview for the selected posts and Reels. It does not automatically supply every product field or interpret every detail in a video. Add information such as price, product code, currency and availability to the saved knowledge item.
You can schedule daily or weekly imports of new media, or leave automatic refresh off. This is a scheduled import, not an instant sync, and it should not be treated as a live inventory feed or automatic refresh of every edit to an existing post.
Yes, if that Instagram post or Reel has been saved in your Querygen knowledge base. Querygen can match the shared permalink to the saved item. This does not mean it can retrieve product details from any arbitrary public Instagram link.
No. Private Replies respond to comments, and ongoing messaging is subject to customer interaction, permissions and Instagram’s messaging windows. Querygen does not turn Instagram into an unrestricted outbound messaging channel.
Yes. Configure escalation instructions and let your team handle conversations that need a person, with the messages and collected customer context available.
No. You can use Instagram independently and build knowledge from your own information and imported posts. Connect WhatsApp if you also want to manage customer conversations there. See the pricing page for Querygen’s plans and usage credits.
Start your trial
Set up automated replies, capture leads and manage follow-ups using your catalog and customer data.
Start 7-day trial
Comment to DM
Automatically send DMs to customers who comment.
Set up comment-to-DM automations for product enquiries. Querygen can reply publicly and send a Private Reply with product information, then continue qualifying the lead when the customer responds.
clayhouse.workshops Weekend pottery workshop. Beginners welcome. Comment CLAY for dates and fees.
Comments
meera.s CLAY — can beginners join?
clayhouse.workshops Absolutely! Check your DMs for the details.
Private Reply · Clay House
Hi Meera! Our beginner pottery workshop is Saturday, 11 AM–1 PM. It’s ₹1,500, including materials. Would you like the registration link?
Workshops · Illustrative comment-to-DM automation