AI CRM for Inbound Agencies Getting Leads on Instagram

The problem: Instagram is where leads go to die

A generic inbound travel agency in Cartagena books hotels, transfers and tours for travelers arriving in the city. Its strongest channel isn't the phone or email: it's Instagram. Someone watches a story, a reel of a sunset in Bocagrande, or a post about a speedboat tour, and writes in via DM. The problem is that those messages land in Instagram's native inbox, mixed in with comments, mentions and the community manager's personal messages.

Nobody checks them with any priority. A DM that arrives on a Friday at 9pm waits until Monday. Meanwhile, the traveler already wrote to three other agencies and booked with whoever answered first. The agency didn't lose the lead because the product was bad; it lost it because nobody saw it in time.

This gets worse as the team grows. One person handles WhatsApp, another handles Instagram, and sometimes the owner replies from a personal phone whenever there's a free minute. Follow-up is manual: someone has to remember to write back to the traveler who asked about a tour and never replied. Most of the time, nobody remembers.

What changes with an AI CRM on Instagram?

Draco, Skyline's AI CRM, fixes this at the root: the inbox. Draco offers a unified inbox for WhatsApp, Instagram, Messenger and TikTok, with email also coming in as a channel. For an agency like the one in Cartagena, this means the Instagram DM and the WhatsApp message from the same traveler show up in the same place, handled with the same standard.

But the unified inbox is just the entry point. What actually changes the operation is that those messages don't wait for a person to have free time: they're handled by a team of five AI agents with distinct roles (Vega, Kai, Axel, Leo and Iris), each one responsible for a piece of the process. This isn't a bot that answers everyone the same way; each agent does a specific job, and it shows in how each conversation moves forward.

For an inbound agency, the concrete benefit can be summarized in a table.

Full case: an inbound agency in Cartagena, step by step

To see how this works in practice, let's follow one lead from the first message to the sale.

1. The traveler writes on Instagram

A couple traveling to Cartagena sees the agency's post about an island tour and writes in via DM: "Do you have a tour to Islas del Rosario this week?" That message lands in Draco's inbox alongside any WhatsApp, Messenger and TikTok messages arriving in parallel. The human team doesn't have to open four different apps to see it.

2. Vega replies and pre-qualifies

Vega, the agent in charge of real-time attention, pre-qualification and closing, picks up the conversation. It recommends from the agency's real catalog, asks for the date and number of travelers, and starts putting together a quote. If the traveler asks about a tour-plus-transfer combo, Vega can build the package and carry the conversation all the way to payment, all inside the same Instagram chat.

What matters to the agency is that this happens outside office hours, at night, on a weekend, whenever the traveler decides to write. The lead doesn't wait for someone to log in.

3. Kai sorts and prioritizes

While Vega talks, Kai works in the background. This agent handles lead scoring: it assigns a temperature to the conversation, applies automatic tags and moves it through the funnel stage based on how close it is to buying. The couple who asked for dates and pricing and already got a quote is marked as a hot lead. Someone who only asked "how much does it cost?" without giving more details stays warm.

This lets the agency's human team, when checking the board in the morning, see at a glance who's ready to close and who needs more work. Before, every DM looked the same in a flat inbox; now there's a clear hierarchy.

4. The origin gets recorded

Draco profiles each lead automatically: it identifies the traveler's country and acquisition channel, whether that's a social network, a paid ad, the agency's web storefront, a network partner or an external tour marketplace. For the Cartagena agency, this matters because it lets them see, at the end of the month, whether Instagram is actually driving bookings or just questions that never close. That information used to live only in the community manager's head; now it's logged per conversation.

5. Leo reactivates whoever goes cold

The couple gets the quote but doesn't reply right away. They're comparing with another option, or it simply slipped their mind. Without a system to remember, that lead would have stayed buried under more recent messages.

Leo, the agent for proactive follow-ups, steps in at this point. It reactivates cold leads, sends reminders and asks for reviews when appropriate. If the couple hasn't responded after a couple of days, Leo picks the conversation back up with a short message, without chasing or pushing aggressively: Leo's intensity is set per funnel, so the agency decides how firm or soft that follow-up should be.

6. The close

With Leo's reminder, the couple replies, confirms the date and pays inside the same chat with a payment link. The booking gets recorded, with its origin (Instagram, in this case) marked from the start thanks to Kai's automatic profiling and the lead-origin system.

What does an agency that depends on Instagram for new customers actually gain?

The change isn't just response speed. The agency stops operating at the mercy of whoever happens to be free to answer a DM. The work is split among agents that don't get tired, don't forget and don't leave a hot lead waiting a full day.

Visibility changes too. Before, knowing whether Instagram brought real customers or just curious scrollers was a subjective impression held by the owner. With the channel identified in every conversation, the agency can decide with data whether it's worth investing more in content for that channel or whether the effort is better placed elsewhere.

What to do next

If your agency gets leads through Instagram and today depends on someone having time to check them, the first step is connecting that channel to a unified inbox and letting a team of AI agents handle pre-qualifying, sorting and reactivating leads that go cold. You can see how Draco works at draco.skyln.co.