Demo data — synthetic only

Downtown Bean Collective — Demo

Four café sites with reviews going unanswered for weeks.

Initial audit

Exact home-site /audit fields as submitted.

namename
Demo Brand Lead (synthetic)
emailemail
brand@downtownbean-demo.ae
company namecompany_name
Downtown Bean Collective — Demo
business country codebusiness_country_code
AE
detected country codedetected_country_code
AE
location sourcelocation_source
user_selected
industryindustry
Restaurant / F&B
industry otherindustry_other
(blank)
business modelbusiness_model
Café group, counter service
employee countemployee_count
28
pain pointspain_points
Google and TripAdvisor reviews go unanswered for weeks and nobody tracks what guests keep repeating.
current softwarecurrent_software
Google Business Profile app
current ai usecurrent_ai_use
No
ai usage levelai_usage_level
None
ai usage detailsai_usage_details
(blank)
goalsgoals
Answer every guest in English and Arabic, and see repeat themes by branch.
additional infoadditional_info
(blank)

Restaurant metrics

Stored under industry_answers for the Restaurant / F&B family.

covers per weekindustry_answers.covers_per_week
3100
avg spend per coverindustry_answers.avg_spend_per_cover
34
service periods per weekindustry_answers.service_periods_per_week
7
delivery platform share pctindustry_answers.delivery_platform_share_pct
0
monthly delivery commissionindustry_answers.monthly_delivery_commission
0
food cost pctindustry_answers.food_cost_pct
31
monthly no showsindustry_answers.monthly_no_shows
0
kitchen and service staffindustry_answers.kitchen_and_service_staff
26
num locationsindustry_answers.num_locations
4
delivery platforms usedindustry_answers.delivery_platforms_used
(empty list)
delivery reconciliation methodindustry_answers.delivery_reconciliation_method
None
delivery reconciliation hours monthlyindustry_answers.delivery_reconciliation_hours_monthly
0
food safety recording methodindustry_answers.food_safety_recording_method
Not sure
food safety admin hours weeklyindustry_answers.food_safety_admin_hours_weekly
0
monthly public reviewsindustry_answers.monthly_public_reviews
340
review response pctindustry_answers.review_response_pct
12
recipe costing methodindustry_answers.recipe_costing_method
Not sure
supplier price changes monthlyindustry_answers.supplier_price_changes_monthly
0

Detected family

Family determines which module rule set is applied.

Restaurant / F&Bindustry = "Restaurant / F&B"

Qualifies (1)

Recommended modules and the evidence field behind each one.

  • GuestPulse

    Public reviews arrive faster than they are answered, and themes are not tracked.

    • industry_answers.monthly_public_reviews = 340/month — Public review volume to triage
    • industry_answers.review_response_pct = 12% — Reviews left without a reply
    • pain_points = Google and TripAdvisor reviews go unanswered for weeks and nobody tracks what guests keep repeating. — Stated guest-feedback concern

Excluded (3)

Why each remaining module stays switched off.

  • MarginGuard

    No delivery or aggregator platforms in use, so there is nothing to reconcile.

    • industry_answers.delivery_platforms_used = (empty list) — No platforms stated
    • industry_answers.delivery_platform_share_pct = 0 — Delivery share of revenue

  • SafeServe Dubai

    No qualifying answer given.

    • CostWatch

      No qualifying answer given.

      Creating a demo contract only writes browser-local demo state with the qualifying module toggles on. No email is sent, no account is provisioned and nothing is shared with the Hegarty home site. This is a contract-compatible mapping against that questionnaire schema, with no live integration behind it.