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5 contributions to AI Automation Society
Looking for ads experts who work with fashion brands.
We’ve built a tool for fashion brands that improves Instagram ads by sending users straight into DMs with AI virtual try on instead of a Shopify page. We’re out of beta and looking for ad specialists who already manage Instagram ads for fashion clients and want to test a new AI workflow in real campaigns. If you like experimenting with new tools and being early to things, let’s connect.
Welcome! Introduce yourself + share a career goal you have 🎉
Let's get to know each other! Comment below sharing where you are in the world, a career goal you have, and something you like to do for fun. 😊
3 likes • 2d
Hey everyone 👋I’m Anton Viborniy. I’m building an AI tool for fashion brands that turns Meta ads into Instagram DM flows with AI virtual try-on. I joined to learn from people actively running ads and to exchange real, practical experience. Looking forward to connecting and learning here.
Lead Scoring Automation That 3x'd Our Close Rate
Built a lead scoring automation that saved my sales team 15 hours per week and tripled our close rate. Here's the exact system: Every inbound lead gets scored 1-100 based on 12 criteria: Company size (from LinkedIn/Clearbit data), industry match (are they in our sweet spot?), budget signals (job postings, tech stack, funding), urgency indicators (language in their message), engagement history (have they visited pricing page? downloaded content?), title/role of the person reaching out, source (referral vs cold vs content), time since first touch, email domain (corporate vs gmail), geographic fit, previous interactions with our brand, and tech stack compatibility. Leads scoring 80+ get routed directly to calendar booking. 50-79 go to a nurture sequence. Under 50 get a polite "not a fit" response. Results: - Close rate: 8% → 23% - Sales time on unqualified leads: Down 70% - Average deal size: Up 40% (better qualified = bigger budgets) Who's still manually qualifying leads? There's a better way.
3 likes • 2d
Great post, this is a very clean system 👏Love how you tied scoring directly to action, not just analytics. One thought: this could get even stronger by adding behavior inside conversations (reply speed, questions asked, objections) and not only pre-call signals. We’ve seen DM/email behavior outperform static firmographics in some cases. But overall, solid execution and real numbers. Definitely the right direction.
OpenAI just made a MASSIVE move in the AI image generation space 🔥
GPT Image 1.5 is here and it's 4x faster with some serious upgrades. This is their direct response to Google's Nano Banana Pro, and things are heating up in the AI wars. I've broken down everything you need to know about: - What's new - Pricing details - Why this matters for creators - How to access it Full breakdown on my LinkedIn post 👇 https://www.linkedin.com/posts/karthikeyan-rajendran07_openai-chatgpt-aiimagegeneration-activity-7406830391833219072-bIY- Drop a like and repost if you find it useful!
2 likes • 2d
Interesting update. To be honest, ChatGPT image generation is still pretty weak for real production use cases. For our customers, we’re using Nano Banana 2 right now, and so far it’s been the most reliable and highest-quality image model we’ve tested. Curious to see if GPT Image 1.5 actually closes that gap, but at the moment Nano Banana is winning for us.
Lost in A Sea Of SaaS and Thoughts
Good Afternoon – I've had to make some serious pivots and hard decisions in regard to school, some training programs and this Ai Shift and move. I've walked away from the structured stuff to build out several systems I’ve created and want to deploy. I'm looking for advisement right now on the proper way to approach this so that i can be okay. To start based on the 16 Personality Traits exam i'm ranked an ENFJ - T/A. I have ADHD and am off and on my medication for focus from time to time but i am ALWAYS present. Please don't mistake that. I'm looking to get in and out so I can move forward in life with some other things. If you know a person, are a person or would point me to a person that could help me I would be grateful for the assistance.
0 likes • 2d
From my experience, when you walk away from structure, the goal isn’t to replace it with more structure, but with something lighter and practical. One small system, one clear next step, and momentum comes back fast. ENFJ + ADHD can work really well when you’re building and shipping, not over-planning. Short loops, real feedback, move on.
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@anton-vybornyi-9006
AI startup founder We allow fashion brands to offer AI virtual try-on in their Instagram DMs after users click on Instagram ads https://apiway.ai/

Active 8h ago
Joined Dec 16, 2025
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