... entered Synapse MCP into the OpenAI Product Hunt Astra Challenge and started talking to developers. One question kept coming up: "Isn't this just Graphify?" Honestly? It sent me down a rabbit hole. If there's already a YC-backed code graph tool with 119k stars and a full engineering team, does the world need another one? Are we just building something that already exists with a smaller budget and fewer people? Instead of guessing, I installed both tools ... ... same machine and ran them head-to-head against the same codebases including the full Linux kernel (74,619 code files across 96,000 paths) . Here is what the physical data showed. 1. They are fundamentally different tools Graphify

... pieces things together blind. It works, but it's slow and sometimes misses the bigger picture. I know the space is crowded. There are plenty of tools tackling this now and I've tested most of them. Graphify, Gortex, code-review-graph, tokensave, Repomix, Drift, codebase-memory-mcp... My daily driver before this was GrepAI . They all do useful things. But I kept wanting one tool that covered the full picture without needing API keys, a Python runtime ... ... tests? Similar to codebase-memory-mcp or Gortex, but with embedded semantic search. Search. Find code by meaning, not strings. "Payment error handling" finds the right files even if those words don't appear in the source. Think what Graphify

... widget or pop-up inside the app. But where and when is the best moment to ask? Feedback Tools: There are so many. Which ones are actually worth it? I heard some use Google forms. Is this a good alternative to the ones above? For those of you running SaaS or digital products, what worked for you? Would love to hear what s worked for you! Comment from Aishwarya Lohi(@aishwaryalohi): Hi @hussein_r I have found that chasing after ... ... Voice Interviewer in five minutes to engage warmly with real humans and ask great questions. After that, you are just one click away from user insights. Check it out and see whether it helps. Best of luck with Graphify

... best for you? Any underrated strategies that made a big difference? Comment from Tania Bell(@taniabell): tbh you've covered them all, pretty much Comment from Tania Bell(@taniabell): @hussein_r  sounds like you're having fun with Graphify. all the best with it Comment from Hussein(@hussein_r): @dan_difr  It really depends on the niche you're in. For me, Notion and Obsidian have worked best because my app solves problems in that space ... ... feature I always felt was missing in Notion. Of course, there's a chance Notion could introduce something similar, but people have been asking for it for years and nothing's happened yet, so who knows? If Graphify

... That s true, especially for simple MVP services that don t offer much beyond a basic solution. That s why constant development and improvement are crucial. I think about this a lot with my own app, right now, Graphify lets you visualize your Notion notes as a graph. If I just leave it at that, there s a real risk that someone could replicate it easily. But by expanding it with new integrations and more complex features, like connecting ... ... solid MVP won t be enough anymore, you ll need to actively develop the product, so it can do more and, even more importantly, focus on great marketing and branding to make people care about your version over the alternatives

... engaged community probably gives you a more structured way to gather feedback, since users are already invested in the product. For me, it was more about validating the core idea first seeing if people even cared enough to use Graphify before focusing too much on audience growth. But I can see how both approaches have their strengths. Curious how did you go about building that initial community before launching? Was it mostly organic engagement, or did you have a more ... ... most of my existing beta users aren't on PH, and are unlikely to join.) Not sure if this changes anyone's answers below, but would love to understand any potential nuances I should be considering for PH launching vs

... easy to fall into the trap of "I have an idea, now let s find users for it", instead of starting with "What problem is painful enough that people are actively looking for solutions?" When I started working on Graphify, I wasn t thinking, "Let s build a Notion graph tool" . Instead, I kept seeing people struggle with navigating large Notion workspaces and wishing for something like Obsidian s graph view. That s when it clicked. The hardest part ...