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๐๐ต๐ผ๐ผ๐๐ถ๐ป๐ด ๐๐ผ๐ณ๐๐๐ฎ๐ฟ๐ฒ ๐ถ๐ป ๐ฎ๐ฌ๐ฎ๐ฒ.
How does it work?
You open Google.
You see 10 โbest toolsโ articles.
Half of them are sponsored.
And somehow, the winner is always the company that wrote the article.
So you open reviews.
4.8 stars.
4.7 stars.
4.9 stars.
Great.
Now you know that everyone is โamazingโ.
But you still donโt know what fits your business.
And the problem is that most of the information they find is not built for decision-making.
It is built for traffic.
For rankings.
For affiliate clicks.
For demo requests.
For marketing.
But when a business chooses software, it needs a different kind of answers that itโs hard to find.
So together with Amar W., our team built ๐๐ผ๐๐ถ๐ณ๐.
A software intelligence layer built around GenSuiteโข.
A set of AI modules designed to help users move from search to decision:
๐๐ฒ๐ป๐ฆ๐ฐ๐ผ๐ฟ๐ฒ - scores software and partners using structured, criteria-based analysis, not just review volume.
๐๐ฒ๐ป๐ ๐ฎ๐๐ฐ๐ต - matches tools to the actual business needs of the user, instead of showing what is most popular.
๐๐ฒ๐ป๐ฆ๐๐ฎ๐ฐ๐ธ - helps design a software stack where tools work together
๐๐ฒ๐ป๐ฉ๐ถ๐ฒ๐ - turns software and partner insights into visual clarity, so users can understand options faster.
๐๐ฒ๐ป๐๐ผ๐ฎ๐ฟ๐ฑ (coming soon) - surfaces market trends, demand signals, and category movement across regions.
๐๐ฒ๐ป๐๐ด๐ฒ๐ป๐๐ถ๐ฐ (coming soon) - helps businesses assess agentic readiness and discover platforms that fit their environment.
So yes, choosing software in 2026 is still weirdly hard.
Especially when every tool is โ#1 for your businessโ.
But it should not stay that way.
You can try Dotify here: https://dotify.online/
More about Dotify in our case study:
https://lnkd.in/g58bqUgt
dotify.online
Dotify - Smarter software decisions start here.
Market-first Software Decision Intelligence Platform. Discover, compare, and choose software with confidence using AI-driven insights and real user feedback.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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I built the thing I wished existed โ an agent-driven ad pipeline โ on @melius, and used it to ship a full brand campaign for Stratos Markets, my prediction-markets startup, in an afternoon.
I program agentic systems for a living but had yet to attempt fully autonomous agentic media workflows. So I treated it as a build problem: a six-beat brand runbook as the spec, one brand anchor as source of truth, Melius wired to Claude Desktop over MCP, Claude Opus 4.7 executing the canvas node by node. I never placed a pixel, just reviewed outputs against spec.
The canvas mapped cleanly to how I already build: typed nodes, deterministic outputs, a graph I can reason about. That fit is what let an engineer ship a brand-coherent campaign in an afternoon.
30s walkthrough below.
Interesting app! Good work ๐
App Name - Founder Signal
Founder Signal is an AI-powered founder intelligence app designed to help entrepreneurs separate signal from noise while building and scaling their businesses. The mobile-first app combines founder check-ins, operational context, AI-generated strategic insights, and historical pattern tracking into a simple daily experience built specifically for modern founders navigating overwhelm, uncertainty, and rapid decision-making.
Category: Business
The app connects strongly to the seasonal theme of spring because spring represents renewal, momentum, clarity, and rebuilding focus after periods of stagnation or burnout. Founder Signal was designed around helping founders reset, refocus, and move into a new season of growth with greater intentionality and operational awareness.
The monetization strategy combines low-cost premium subscriptions with higher-touch founder support services. Users receive a limited number of free founder signals before upgrading to unlock unlimited AI-generated insights, historical tracking, clarity scoring, and enhanced founder intelligence features. The app also introduces users to the Founder Infrastructure Intensive, a personalized founder advisory experience connected to the larger Contractr AI ecosystem, creating a clear path to recurring subscription and service revenue.
Love to see a founder-focused app! ๐
Most businesses donโt need more tools.
They need smarter systems.
AI agents are changing how businesses operate โ from lead handling to support to reporting โ without adding manual workload.
I help startups and growing businesses build AI agents that actually take action, not just generate responses.
๐ What AI agents can do:
โ
Qualify leads automatically
โ
Reply to customer inquiries
โ
Send personalized follow-ups
โ
Book appointments
โ
Generate reports & summaries
โ
Sync data between your tools
โ
Trigger workflows without human intervention
My stack:
โข OpenAI / Claude / Gemini
โข n8n / Make / Zapier
โข RAG / Vector Databases
โข Next.js / Node.js / TypeScript
โข HubSpot / Slack / Gmail / Notion / Airtable APIs
If your team is still doing repetitive tasks manually, thereโs a better way.
As a Full Stack Developer + AI Automation Specialist, I build AI systems that save time, reduce operational costs, and scale business workflows.
Open for AI automation projects on Contra ๐
#AIAgents #AIAutomation #WorkflowAutomation #OpenAI #ClaudeAI #AIIntegration #n8n #Zapier #Make #FullStackDeveloper #SaaSDevelopment #BusinessAutomation #APIs #NextJS #ContraCreator
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