Everything we collect and analyse, area by area.

Sources: Google · TripAdvisor · own site · registries

• Legal name & trading nameFree
• Full address, parish & municipalityFree
• Geo coordinatesBase
• Cuisine type (primary + secondary)Free
• Venue format (dine-in, take-away, dark kitchen)Base
• Seats & terrace capacity estimateComplete
• Price band (€–€€€€)Free
• Years active / first indexed dateBase
• Group or chain membershipBase
• Number of sibling locationsComplete
• Platform IDs matched (per source)Base
• Duplicate / ghost listing flagsBase

Sources: Google · own site · delivery apps

• Phone, email, website presenceFree
• Opening hours per weekdayBase
• Kitchen hours vs bar hoursComplete
• Hours consistency across platformsBase
• Temporary closure & holiday flagsBase
• Accessibility attributesComplete
• Payment methods acceptedComplete
• Amenities (wifi, pets, parking, outdoor)Complete

Sources: Own site · Uber Eats · Glovo · Bolt Food · Deliveroo · Google

• Total dishes trackedBase
• Sections & items per sectionBase
• Dish names, normalisedBase
• Dish descriptions & lengthComplete
• Ingredient extraction per dishComplete
• Cuisine mix (% per style)Complete
• Signature / most-listed dishesComplete
• Menu refresh rate per yearComplete
• Items added / removed last 12 monthsComplete
• Seasonal menu detectionComplete
• Kids / group / tasting menusComplete
• Photo coverage per dishComplete

Sources: All menu sources

• Price per dishBase
• Average dish priceBase
• Cheapest / most expensive itemBase
• Price spread & medianComplete
• Average main, starter, dessert, drinkComplete
• Lunch menu priceBase
• Price index vs zone (1.00 = zone avg)Base
• 12-month price trajectoryComplete
• Price rise vs zone price riseComplete
• Delivery vs dine-in price gapComplete
• Platform commission markup estimateComplete
• Value-for-money perception vs priceComplete

Sources: Menu text · vision models

• Vegan / vegetarian shareComplete
• Gluten-free & allergen labellingComplete
• Halal / kosher signalsComplete
• Beverage list depthComplete
• Wine list size & price rangeComplete
• Craft beer / cocktail presenceComplete
• Coffee & dessert offerComplete
• Pairing & upsell suggestionsComplete

Sources: All menu sources

• Item count per platform vs master menuBase
• Missing items per platformBase
• Price mismatches flaggedBase
• Description drift (keywords lost)Complete
• Missing photos per platformComplete
• Outdated menu version detectionComplete
• Exportable fix listComplete

Sources: Google · Instagram · TripAdvisor · Facebook

• Total photos indexedBase
• New photos per monthBase
• Guest-posted vs official shareBase
• Photos per platformComplete
• Photo growth trajectory (12 mo)Complete
• Gap since last official photoBase

Sources: Instagram · Google

• Likes, comments, saves, shares per photoComplete
• Estimated reach per postComplete
• Most-shared photo leaderboardComplete
• Best posting hour & weekdayComplete
• Reshare rateComplete
• Engagement vs zone averageComplete

Sources: Vision models

• Subject tags (dish, interior, people, drinks)Complete
• Dish recognised per photoComplete
• Photo quality score (light, framing, sharpness)Complete
• Plating & portion readComplete
• Hot spots guests photograph mostComplete
• Brand logos visible in frameComplete
• Menu-photo mismatch flagsComplete

Sources: Google · TripAdvisor · The Fork · delivery apps

• Blended rating across platformsFree
• Rating per platformBase
• Total review countFree
• New reviews per weekBase
• Star distribution (1–5)Base
• Rating trajectory 12 monthsComplete
• Year-on-year rating changeComplete
• Rating vs zone & vs similar peersBase
• Percentile rank in parishBase

Sources: NLP on review text

• Positive / neutral / negative splitBase
• Sentiment per topic (food, service, price, ambience, speed, cleanliness)Base
• Trending keywords (rising & falling)Complete
• Dish-level mentions & sentimentComplete
• Staff mentionsComplete
• Complaint clustersComplete
• Value-for-money sentimentBase
• Wait-time mentionsComplete

Sources: Review platforms

• Reviews by languageComplete
• Rating by language (local vs visitor)Complete
• Local vs tourist reviewer shareComplete
• Reply rateBase
• Median reply timeComplete
• Reply rate on negative reviewsComplete
• Rating lift after replyingComplete
• Review seasonality shapeComplete

Sources: Anonymised mobility panels

• Zone visits per monthBase
• Traffic by hour (weekday vs weekend)Base
• Traffic by weekdayBase
• Traffic by month & seasonality shapeBase
• Peak hour per weekdayComplete
• Daypart split (breakfast, lunch, aperitivo, dinner, late)Complete
• Busiest day & quietest dayBase
• Weekday : weekend ratioComplete
• Year-on-year traffic changeComplete

Sources: Mobility + open data

• Local resident vs tourist splitComplete
• Dwell time in zoneComplete
• Catchment radiusComplete
• Restaurant density in parishBase
• New openings & closures in zoneComplete
• Zone cuisine mixComplete
• Zone average price bandBase
• Nearby anchors (offices, transport, hotels, attractions)Complete
• Event & holiday impact on trafficComplete

Sources: Instagram · Facebook · TikTok

• Accounts detected per networkBase
• Followers & growth rateBase
• Posting frequencyComplete
• Engagement rateComplete
• Stories / reels usageComplete
• Hashtags used & their reachComplete
• Mentions & tags by othersComplete
• Influencer / creator mentionsComplete
• Social maturity scoreBase

Sources: Crawl of own site

• Website exists & is liveFree
• Mobile-friendly & speed readComplete
• Online menu publishedBase
• Online booking capabilityBase
• Online ordering capabilityBase
• Gift cards / vouchersComplete
• Newsletter captureComplete
• Languages availableComplete
• Structured data / SEO basicsComplete
• Google profile completenessBase

Sources: Vision models on public photos

• Interior style classificationComplete
• Lighting & colour palette readComplete
• Table density estimateComplete
• Terrace / outdoor seating detectedComplete
• Bar / counter presenceComplete
• Cleanliness & upkeep signalsComplete
• Music / TV / screens visibleComplete
• Ambience match vs review wordingComplete

Sources: Vision models

• Beer brands visible & shareComplete
• Coffee brand & machine modelComplete
• Soft drinks & water brandsComplete
• Wine labels detectedComplete
• Spirits back-bar readComplete
• Packaging & branded tablewareComplete
• Equipment audit (grill, oven, taps, display)Complete
• Brand mix vs zone normComplete

Sources: Uber Eats · Glovo · Bolt Food · Deliveroo

• Platforms live onBase
• Rating per platformBase
• Review count per platformComplete
• Menu size per platformComplete
• Delivery fee & minimum orderComplete
• Promised delivery timeComplete
• Promotions runningComplete
• Category ranking in zoneComplete
• Estimated platform share of activityComplete
• Downtime / offline flagsComplete

Sources: The Fork · Google · own site

• Reservation channels availableBase
• Instant booking enabledComplete
• Booking promos & discountsComplete
• Waitlist supportComplete
• Click-and-collect offerComplete
• Channel mix balanceComplete

Sources: Modelled on all areas

• Growth scoreComplete
• Closure-risk scoreComplete
• Momentum vs zoneComplete
• Reputation-risk scoreComplete
• Price-pressure scoreComplete
• Digital-neglect scoreComplete
• Data-quality / confidence scoreBase

Sources: All areas

• Ownership or name change detectedComplete
• Refurbishment signalsComplete
• Hiring signals (job posts)Complete
• Menu overhaul detectedComplete
• New competitor opened nearbyComplete
• Competitor overtook you alertsComplete
• Next-quarter seasonality outlookComplete
• Rating & traffic forecastComplete

Sources: Same public sources

• Identity, cuisine, price band, distancePer rival
• Rating, review count, new reviews / weekPer rival
• Sentiment split & top topicsPer rival
• Menu size, average price, price indexPer rival
• Price moves in last 12 monthsPer rival
• Overlapping dishes vs yoursPer rival
• Photo volume & engagementPer rival
• Social following & posting rhythmPer rival
• Delivery platforms & rankingsPer rival
• Promotions detectedPer rival
• Growth & closure-risk scoresPer rival
• Head-to-head win / loss per metricPer rival

Sources: Aggregated, anonymised

• Zone average per metricBase
• Similar-peers median per metricBase
• Your percentile per metricBase
• Delta vs zone with directionBase
• Rank movement month on monthComplete

Sources: Your export

• Covers per day / week / monthYour upload
• Average party sizeYour upload
• No-show & cancellation rateYour upload
• Lead time distributionYour upload
• Repeat guest shareYour upload
• Table turn timeYour upload
• Occupancy by serviceYour upload

Sources: Your export

• Revenue by day, service and monthYour upload
• Average ticket & items per ticketYour upload
• Top and bottom selling dishesYour upload
• Margin per dish (with cost input)Your upload
• Menu-engineering quadrantsYour upload
• Discount & void rateYour upload
• Payment mixYour upload

Sources: Your export

• Orders & revenue per platformYour upload
• Commission paid & net per orderYour upload
• Prep time & late-order rateYour upload
• Refunds and complaintsYour upload
• Hours worked & FTEYour upload
• Covers per FTE / revenue per hourYour upload
• Labour cost as % of revenueYour upload

Sources: Your data + our index

• Share of zone foot traffic you capturedYour upload
• Revenue vs zone traffic correlationYour upload
• Price change vs sales volume impactYour upload
• Review sentiment vs repeat rateYour upload
• Photo posts vs bookings liftYour upload
• Weather & events vs coversYour upload
• Missed-demand estimate by daypartYour upload