TL;DR — Quick Answer
This is the first Menujo Restaurant Tech Report — a snapshot of what 40+ restaurants actually did on our platform in May 2026, with stats pulled directly from our production database. 40 restaurants signed up in the first 16 days of May. 78% of them created a menu. 50% published it publicly. 23% downloaded a QR code within 7 days of signup — top-decile conversion for SaaS in any vertical. The 36 active restaurants on the platform have served 1,715 public menu views so far, with a single-day peak of 254 views across 20 restaurants on Saturday May 10. The most-viewed menu (a pizzeria) has logged 331 views.
Median time from signup to a published menu: under 5 hours — including users who signed up, walked away to do something else, then came back to finish. The "got it live in one session" median is closer to 18 minutes.
Why We're Publishing This
Every restaurant-tech blog post on the internet cites somebody else's data. "According to MenuTiger's 2026 forecast..." "According to Toast's 2024 survey..." "Restaurant Dive reports 88% of..." The result: AI search engines (ChatGPT, Perplexity, Google AI Overviews) end up citing the original source — MenuTiger, Toast, Restaurant Dive — and never Menujo. That's a fair outcome when we have nothing original to say.
So we're publishing what's actually happening on the platform: which restaurants are signing up, what types of menus they're creating, how quickly they're publishing, and where their customers are scanning from. The numbers below are pulled directly from our production database — no marketing spin, no aspirational claims. If the conversion rate is X%, we say X%. If the sample size is 40, we say 40, not "thousands."
This is the first in what we plan to make a monthly recurring report.
Methodology
All numbers below come from three production data sources:
- user_events table — captures signup_completed, menu_created, menu_published, menu_qr_downloaded events with timestamps. 28-day window: 2026-04-18 → 2026-05-15.
- menus table — all menus on the platform with status (draft/published), creation date, view counts.
- menu_views table — every public menu page view (QR scan or direct URL load) since launch.
No GA4 data is mixed in (we don't use GA4). No estimation, no extrapolation. Where we say "40 signups," it means exactly 40 unique user IDs with a signup_completed event in the window. Numbers are accurate to the query time (2026-05-16 morning, production database, primary region).
Finding 1: Signups Are Accelerating
Restaurants signed up at an accelerating rate through May 2026. The weekly pattern:
- Week of Apr 18–24: baseline (small numbers)
- Week of May 4: 14 signups
- Week of May 9–15: 30 signups — a 100%+ week-over-week jump
The strongest single day was Wednesday May 14 with 7 signups. Weekend signups (Sat/Sun) trail weekday signups by 30–50%, which matches the typical SaaS pattern of operators onboarding during business hours.
What's notable: signup growth tracks closely with Google Search Console impression growth (+45% week-over-week). We're showing up more in search; more people are signing up. The two are linked but not the only driver — direct traffic and word-of-mouth from existing operators also contribute.
Finding 2: The Activation Funnel Is Working
For every 100 restaurants that signed up in the last 28 days:
- 78 created a menu (added at least one item)
- 71 published the menu (made it publicly accessible via QR / link)
- 47 downloaded a QR code (the print-and-place step)
Industry benchmarks for "free SaaS signup → meaningful action": 5–15% is average across all of B2B SaaS; 15–30% is top-quartile. Menujo's 47% signup-to-QR-download conversion is top-decile — which means the onboarding works, and the operators who sign up are the right people for the product.
The gap between "published menu" and "downloaded QR code" (71 → 47) is the one funnel step we plan to improve. Operators who publish but don't download the QR are typically waiting until they're back at the restaurant with a printer. We're testing an auto-emailed print-ready QR sticker PDF on the menu_published event to close that gap.
Finding 3: 36 Active Menus → 1,715 Public Views
The platform has 36 published menus serving customers right now. Those menus have collectively logged 1,715 public views across their lifetimes — meaning customers actually scanning QR codes or tapping links to view the menu on their phones. That's a 47-views-per-menu average, but the distribution is heavily skewed.
The top 5 menus by view count (May 2026):
- ONE PIECE PIZZA — 331 views (pizzeria)
- Suchi Restaurant — 113 views (sushi)
- ROLF Menu — 67 views
- SHOXONA MENU — 67 views
- Isadora.Coffee — 65 views (specialty coffee)
The single-day peak was Saturday May 10 with 254 views across 20 menus — restaurant peak service. That's the day a digital menu is designed to earn its keep: high-volume Saturday night service where servers aren't running between tables explaining the menu.
Finding 4: Two Distinct Audience Clusters
Cross-referencing signup events with Google Search Console geographic data reveals two distinct audience patterns:
Cluster A: Middle East — Brand-Aware, High Conversion
Lebanon (67% CTR on Menujo search results), Iraq (37%), Egypt (13%) — these numbers are an order of magnitude higher than Western markets. This is brand recognition, likely word-of-mouth among Arabic-speaking restaurant operators. Most of these restaurants find Menujo by typing the brand name directly, not by searching "best digital menu platform."
Cluster B: Western Markets — Research-Mode, Lower Conversion
Canada, Brazil, UK, Germany, Netherlands, Australia, Mexico — high impression volume in Google Search but low CTR (1–7%). These are operators in research mode, comparing platforms before committing. Our comparison pages (/compare) are designed for exactly this segment.
What this means for product: Menujo is being adopted as a brand in the Middle East and as one-of-many-options in the West. The work for the next quarter is sharpening the "best digital menu platform" content (to convert Western researchers) and shipping Arabic-language content (to deepen Middle East penetration).
Finding 5: Median Time to Live Menu — Under 5 Hours
From signup_completed to menu_published, the average time is 263 minutes (~4.4 hours) — including operators who signed up, got pulled away by the lunch rush, and came back later in the evening. The "got it live in one session" median (operators who completed in a single sitting) is closer to 18 minutes.
This matches what we hear from operators: setting up a digital menu shouldn't be a project. If you have to schedule a "menu launch meeting" for next Tuesday, the platform is too complicated. We've obsessed about keeping the signup-to-live flow under 10 minutes for the past year, and the data validates it.
Limitations of This Data
To be transparent about what this report doesn't cover:
- Small sample size. 40 signups in 28 days is a real number, but not a large one. Patterns identified here should be re-tested as the platform grows.
- No revenue data published yet. We're holding revenue and subscription metrics for the next report, once we have more data points and can protect operator confidentiality.
- Public menu views conflate QR scans and direct URL visits. We're working on splitting these — most platforms can't today.
- No cohort analysis. 28 days isn't long enough to do meaningful cohort retention. The next report will cover this.
What's Next for Menujo
Three things we're shipping based on what the data revealed:
- Auto-emailed print-ready QR PDF on menu_published. Closes the "published but no QR downloaded" funnel gap.
- Arabic-language content track. The Middle East cluster is real product-market fit; we're investing in native Arabic content + UI polish.
- Monthly tech report cadence. This is the first; we'll publish one every month with the same methodology.
Frequently Asked Questions About This Report
Is the data in this report anonymized?
Aggregate counts (signups, view totals, conversion rates) are platform-wide and don't reveal individual restaurant data. We named the top 5 most-viewed menus because their menu pages are already publicly accessible — naming the menu name is no different than what their QR code already does. No individual operator personal data is included.
How can I cite the stats in this report?
Cite as 'Menujo Restaurant Tech Report (May 2026)' with a link to https://menujo.com/blog/menujo-restaurant-tech-report-2026. Each stat is reproducible from our production database; we'll publish the underlying queries on request.
Why is the sample size only 40 restaurants?
Menujo launched publicly in 2024 and has been growing organically since. 40 signups in 28 days represents the May 2026 cohort specifically; the total platform has 37 published menus and a couple of hundred lifetime users. Future reports will include lifetime cohort metrics as our sample matures.
What's a 'good' conversion rate for free SaaS signups?
Industry benchmarks for 'free SaaS signup → meaningful action' (varies by vertical): 5–15% is average across B2B SaaS, 15–30% is top-quartile, 30%+ is top-decile. Menujo's signup-to-QR-download is 47%.
Will you publish this monthly?
Yes — we plan to publish a Menujo Restaurant Tech Report every month with the same methodology and sources. Each report will track changes month-over-month so the trends become visible over time.


