... completing a step. If you blur or overlay client-side, anyone can grab the original from the network tab, so the gating is fake. The approach I've seen work: never send the original at all. The server composites a flattened image with only the unlocked regions and sends that. If unlocks are sequential there are only ~N+1 states, so each composite

... share what's in it. The part I'm most excited about is the AI Visibility feature. Since search is shifting toward AI answer engines rather than just Google, I built a 6-tab dashboard (Summary, Questions, AI Responses, Competitors, Recommendations, History) that tracks how often a brand gets mentioned when people ask ChatGPT, Claude, Gemini, and Perplexity about a topic. It also compares visibility against competitors

... just global ones. I d want to see things like: Median votes/comments by category, not only top launches How competitive each category is over time Comment-to-vote ratio by category Early traction curves: first 1h, 3h, 6h vs final position Best launch days/times by category Hunters with consistent activity in specific niches Similar past launches and how they performed The biggest value would be helping makers answer: What does a strong launch look like for a product like mine ... ... conversion-to-signup and traffic source, I'll be straight: PH Radar can't see off-platform data that lives in your own analytics. What it can do is build PH-side proxies that correlate with "real pull vs

... Generate variants, score them automatically, and pick the winner all inside the editor, no external tools needed. Thumbnail A/B Testing Generate up to 4 thumbnail variants, then auto-score each one on: - Contrast - Text readability - Face presence - Color vibrancy - Composition Each variant gets a letter grade (A-F) and an overall score. The winner gets a "Recommended" badge. You can also score thumbnails you've already generated. Hook A/B Testing Got a transcript? Generate 5 hook variants different openings designed ... ... grab attention in the first 3 seconds. Each variant gets an estimated engagement score so you can compare them side by side. Analytics Dashboard Tracks your scoring history over time: - Average composite

... have actually diverged in outcome in the ledger so far and if it's inferred, what's your cold-start before a single divergence has been observed? Comment from Alexander Bering(@alexanderbering): @aadilghani  The reason "edit vs. tell-it-to-revise vs

... standard HTML attributes for that element Under "Scraper Fields", you'll find a couple of extra synthetic attributes I thought would be useful like Index, Parent, Children, etc... Scrolling back to the top, you'll see a couple of "Composite" elements I also thought would be useful. For example, the @headings element represent @h1, @h2, @h3, @h4, @h5, @h6 elements combined. Think of any element like @a, @div, or @headings as your "tables", and their attributes like href, id, class ...

... toggle captions on or off, and export a vertical 9:16 MP4 that s perfect for TikTok and Instagram. Why Reloop? Talking head UGC in minutes: Reloop generates speech from your script, animates an AI presenter with lip sync, composites it over your footage and burns in captions all in one pipeline. Flexible layouts & captions: Switch between corner overlay and mixed B roll, choose whether captions appear, and keep everything sized for vertical feeds no extra editing apps needed ...

... levels and pacing right for the platform? - Beat Sync do visual cuts land on audio beats? - Face Presence the #1 short-form retention driver - Emotional Arc does your clip build to a payoff or flatline? - Viral Potential LLM-powered composite prediction Each signal scores 0-100, rolls into a letter grade, and comes with actionable suggestions ranked by expected impact. Why we built this Most creators publish and pray. The difference between 10 views and 100K views is rarely ... ... just editing their videos. In this case, an AI model is helping you find these hooks and find these optimizers to make the video much more suitable to these existing templates. > Curious - How do you think about originality vs

... most prospective tenants. So people booked viewings they shouldn't have booked. Wasted appointments. Wasted weeks. What they needed was AI virtual staging : Spatial, accurate, built from the actual floor plan of the specific property. Not stock photo composites. Not generic templates. Real AI 3D visualization of the real space. That's Foursite . Property managers using it are pre-marketing vacant units before the current tenant even leaves. They're generating AI interior design renders in multiple styles and listing ...