Mark_SaldenQ: Full ad campaign
I’m mainly interested in scraping social media, conducting research, analyzing customers and competitors, developing strategies, and creating content. How does credit usage work for these tasks, and how does it differ from using an AI agent specifically trained for them?
I’d also like to know: what sets your platform apart from the competition?
For video generation, I wouldn’t personally use Dfirst. I already have a Freepik subscription for that. I also create my own visuals since I am a graphic designer and social media marketer.
My main question is: how many credits would it roughly require to build a full campaign? Including research, analysis, and visual suggestions, similar to the examples on your YouTube channel, like the Lego campaign, the dog nail clipping ad, or the Ryanair case. 🤔
Rafal_DFIRST
Feb 23, 2026A: Hey @Mark_Salden!
Running a full campaign in DFIRST (without the heavy video models) is very credit-efficient. Here’s a simple breakdown:
- A complete workflow: scraping, analysis, strategy, content, and assets—usually costs 50–120 credits, depending on how deep you go.
- Research: ~1–3 credits per result.
- Scraping: ~1–10 credits (Instagram is around 10 credits; other sources use less credits).
- Text & Strategy: Advanced strategy documents and analysis average ~3.5 credits per generation.
For example, our Ryanair workflow used 75 credits total to cover scraping, competitor analysis, full strategy, and visual direction.
As for what makes us different...
DFIRST isn’t just a chat tool. It’s a Marketing OS where specialized agents collaborate on a shared whiteboard. Competitor data feeds directly into strategy, which then shapes content creation. Everything works together in one connected system instead of separate prompts.
If you want to see how another user is using it in practice, here’s a review:
https://www.youtube.com/watch?v=dpL-OsTEtk8
Hi Rafal, one last question: how does the language support work? I'm from Belgium and my native language is Dutch. Can I enter prompts in Dutch, and can the AI also respond in Dutch? Can the AI build the campaign in Dutch as well, or is English the default language?