Assembly returns cost furniture and appliance brands millions every year. Manuvo turns your existing PDF manuals into interactive guides that customers actually complete.
The average furniture manual is 28 pages of dense diagrams and poorly-translated text. Customers abandon assembly halfway through, return the product, and call your support line. You bear the cost.
23%
Average return rate — DACH furniture
€85
Cost per returned item (logistics + restocking)
4.2×
More support tickets when a guide is unclear
68%
Customers blame instructions, not the product
A 28-page PDF is printed in the box. Customers lose it, zoom in on their phone, skip diagrams, and give up at step 12.
A URL and QR code printed on the box. Customers tap once, see step 1, check it off, and continue. No download, no zooming.
When customers call support, your team has no idea which step they're stuck on — the conversation starts from zero every time.
Analytics show exactly where sessions drop off. You fix step 8's wording, and next month's return rate reflects it.
Creating a video walkthrough takes weeks of coordination and €10K+ in production budget. You do it for top sellers only.
Upload the PDF you already have. Forge extracts every step in under 2 minutes. You review, edit, and publish.
Upload PDF
Any manual, up to 50 MB
AI extracts steps
Forge reads + structures
Publish + QR code
One click, live in seconds
Track & improve
Step-level drop-off data
High-volume consumer furniture has the highest return rates in the category. A single SKU with 50K units shipped and a 5% return rate is €212K in annual logistics cost.
50K+
Units / SKU (typical)
5–15%
Return rate — instruction-related
€85
Cost per returned unit
2 min
Setup per guide
Smart appliances with complex setup flows see high support ticket volume in the first 7 days post-purchase. Interactive setup guides cut first-week ticket volume significantly.
4.2×
Support tickets — unclear setup
Day 1–7
When 60% of returns happen
€120
Avg cost per support call
3 steps
Average confusion point
Safety-critical assembly makes clear instructions non-optional. Step-level analytics help product teams identify where customers get confused — before an incident report does.
Safety
Critical assembly steps flagged
73%
Completion rate — Manuvo guides
35%
Reduction in 'confused' step reactions
90 days
To see ROI at 10K units
Create an organisation for your brand. Invite your product or marketing team. Takes 60 seconds.
Drag the manual into the dashboard. Forge reads it and returns a structured list of steps — title, instructions, order.
Check the extracted steps, edit anything that needs refining, and hit Publish. Your guide gets a unique URL and QR code.
Watch step-level analytics. See where customers drop off or mark steps as confusing. Update the guide — changes go live instantly.
Own the post-purchase experience. Use Manuvo to reduce assembly-related NPS detractors without a development sprint.
Reduce first-week ticket volume by directing customers to an interactive guide instead of a PDF or YouTube search.
QR codes on packaging look premium and are measurable. See exactly how many customers engaged with the guide you printed.
Upload a PDF, review the extraction, publish. No credit card needed to try it. See the result before you commit.