Live payments and feedback system
New- •Stripe payments are now live — your review is charged at checkout, not before
- •Feedback system: rate your experience after your review completes (emoji scale + optional message)
- •Feedback form on the settings page and help page for bug reports and suggestions
- •Completion emails now include a 1-click feedback link
Referral codes
New- •Every account now has a unique referral code (visible in Settings)
- •Share your code with friends — enter it at checkout for tracking
- •Copy and Share buttons for easy distribution via WhatsApp or text
Clearer paper counts throughout the app
Improved- •Review page now shows "25 papers in your review" instead of the misleading "122 papers included"
- •Clear distinction between papers that met screening criteria vs papers actually synthesised
- •Completion card and verdict section updated to reflect synthesis counts
Faster step transitions during pipeline execution
Improved- •Progress bar and step indicators now update instantly when the pipeline moves to the next step
- •Previously there was a 5-10 second lag between actual step completion and the UI reflecting it
- •Progress messages now show for the correct step immediately
Production pipeline fix and sandbox overhaul
Fixed- •Fixed a critical deadlock that prevented pipeline runs from completing past Step 3 on production
- •Sandbox now shows a real completed CBT/chronic pain review with all 8 steps
- •Document downloads (Word + Markdown) now work in the sandbox
- •Research question populated correctly in sandbox run details
Mobile-optimised landing page
Improved- •"Witness the Pipeline" showcase section now uses a swipeable card carousel on mobile
- •Hero headline, pricing, and section spacing tuned for phone screens
- •Desktop layout completely unchanged
Showcase panels aligned with pipeline steps
Fixed- •9 panels now match the actual pipeline: topic entry + 8 steps
- •Each panel's title and content corresponds to what the sandbox shows for that step
- •Database distribution bars show correct paper counts from production data
Step completion cards redesigned
Improved- •Removed accordion pattern — all step data (headline, detail, drill-down link) now visible without clicking
- •Step card headlines show data-rich metrics (e.g., "16 full texts retrieved (52% rate)")
PICO research question field
New- •Optional "Research Question" text field added above PICO inputs on the /new page
- •When provided, guides the AI to frame the review around your exact question
DOCX output improvements
Improved- •Section headings no longer show internal "Findings" prefix
- •Acronyms (CBT, RCT, ACT etc.) correctly capitalised in headings
- •Table of Contents now uses dot leaders for page numbers
- •Summary tables include a footnote explaining NR (Not Reported) and N/A values
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