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Tapptitude

Edge AI & IoT · AI Performance Marketing & Demand Generation · Predictive AnalyticsCluj-Napoca, RomaniaFounded 2013

Tapptitude is based in Cluj-Napoca, Romania and works in Edge AI & IoT for Restaurants & Food Service, with further work in AI Performance Marketing & Demand Generation and Predictive Analytics.

Average rating
4.9
Reviews
79
Profile coverage
100%
Evidence percentile
P89

Profile updated · Request a correction

Company & commercials

Primary category
Edge AI & IoT
Team size
10-49 employees
Typical budget
$10K - $50K
Primary industry
Travel, Hospitality & Food Service
Contact provider →Visit website ↗
Overview

What Tapptitude does best.

About

Edge AI & IoT provider for Travel, Hospitality & Food Service

Tapptitude is a product studio that builds mobile and AI products to improve people's lives, offering strategy, design, and AI/ML development from concept to scale for wellness and e-commerce. Its own website shows its strongest capability in Edge AI & IoT. The industry it describes most is Restaurants & Food Service.

Service model·Service
Primary AI categoryEdge AI & IoT
Benchmarked against 853 providers in this category.
Primary industryTravel, Hospitality & Food Service
Technology stack

1 platforms & methods

Bars show how many mapped capabilities use each one.

  • AI & ML1 capability
RankGlobal provider intelligence

Evidence report

How Tapptitude compares with peers on evidence, reviews and coverage.

Analyst brief · Published
CategoryEdge AI & IoT
Compared with853 providers
Signals3 signals
Status● Published
Evidence score
95/100
Strong evidence89th percentile of 853 peers · peer median 70
Profile coverage100
Taxonomy density87
Review signal100
Peer benchmarkHow the profile comparesEdge AI & IoT among 853 published providers
Average rating4.91 · median 4.88
Independent reviews79 · median 0
Profile completeness100% · median 70%
Taxonomy breadth17 · median 25
This profile Peer median
Signal radarMulti-dimensional evidence
RatingIndependent reviewsCoverageBreadth
This profile (percentile) Peer median
Industries6 industries
Healthcare & Life Sciences30%
Retail, Wholesale & Consumer Goods20%
Travel, Hospitality & Food Service20%
Construction, Real Estate & Built Environment10%
Financial Services & Insurance10%
Transportation, Logistics & Supply Chain10%
Share of mapped industries, not share of work or revenue.
Evidence mixMapping grades
82%Direct · 14 mappings
18%Supported · 3 mappings
Grades across 17 mappings. Not a search ranking.
Analyst summary

What the evidence says

Tapptitude presents as a strong evidence profile for Edge AI & IoT. It ranks in the 89th percentile of 853 published providers in Edge AI & IoT, and 79 reviews back the commercial profile.

Current positioning: P89 evidence quality · P30 industry breadth
Strongest signalsEvidence-backed strength in Edge AI & IoT is the profile's clearest signal in the mapped taxonomy.
Best user fitTravel, Hospitality & Food Service buyers evaluating Edge AI & IoT at a $10K - $50K engagement size.
Confirm before engagementConfirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
How this report is calculated →
Capabilities

AI capabilities.

AI category · 1 / 7

AI Performance Marketing & Demand Generation

—
DirectSupportedRelatedAdjacentOne of 250 providers in this category
Compare AI Performance Marketing & Demand Generation providers →
Technology used

None of the listed technologies is specific to AI Performance Marketing & Demand Generation.

Mapping source · https://tapptitude.com/services/mobile-development/react-native-development — “ns. Case Study Coming Soon Ometria Delivering meaningful and tailored marketing analytics for retailers React Native / Commerce / Netherlands A product for mer”

Featured 7 of 7 capabilities, ranked by mapping grade then confidence.

Industry experience · 6 industries · 10 subindustries

Industries served.

6 Core0 Adjacent · discovery only
  • 95%

    https://tapptitude.com/services/product-design — “ew Case Study Oxwash Wash more. Waste less everything. React Native / Hospitality / Netherlands View Case Study Holiday Hero Digitizing all guest inter”

  • 95%

    https://tapptitude.com/services/product-design — “ens of products for the hottest industries Fitness E-Commerce Banking Restaurants Education Healthcare Travel Real Estate Finance Logistics AR Saas IoT”

Client feedback

What clients say.

4.979 independent reviews

Compiled from independent review platforms and client reviews verified by RankGlobal. How we count reviews

Worked with Tapptitude? Review them → Every reviewer is verified by RankGlobal.

Evidence · 2 sources

Sources behind this profile.

The RankGlobal Research Team opened each page and checked that it names Tapptitude. Pages on Tapptitude's own website are provider-supplied.

Case studies

Methodology

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research — a mapping grade is not a claim of discoverability weight.

  1. T1AuthoritativeTypical evidenceRegulators, registries, certifications, signed client evidence.Scoring useHighest evidentiary weight
  2. T2IndependentTypical evidenceCredible media, industry bodies, partner directories, third-party datasets.Scoring useStrong with attribution and recency
  3. T3Provider-controlledTypical evidenceCompany site, case studies, press releases, structured submissions.Scoring useAccepted as a claim; verification raises weight
  4. T4Discovery-onlyTypical evidenceDirectory listings, aggregations, and early discovery signals.Scoring useUsed for discovery; weighted accordingly in ranking
Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.RankGlobal trust center →
Ready to evaluate this provider

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Before you reach outKey facts, and three things to confirm once you're in touch.
Primary category
Edge AI & IoT
Primary industry
Travel, Hospitality & Food Service
Typical budget
$10K - $50K
Team size
10-49 employees
  1. 1Name the use caseSay which Edge AI & IoT problem you are evaluating, so the research team can route your message accurately.
  2. 2Pressure-test the budget bandThe $10K - $50K band on file is a profile-level figure. Ask what a scope like yours actually lands at.
  3. 3Ask for a referenceRequest a client reference in Travel, Hospitality & Food Service — the strongest industry signal on this profile.
Still comparing? Re-read the mapping evidence or go back to all providers.

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Three fields. Anything longer belongs on the full contact page, linked below.

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Rankings

Where Tapptitude ranks

Embed your Evidence Matrix position (2)

Tapptitude is among the most-reviewed firms on these Evidence Matrices. Each image highlights its place and updates with the data.

Tapptitude on the RankGlobal Edge AI & IoT Evidence Matrix
Tapptitude on the RankGlobal AI Performance Marketing & Demand Generation Evidence Matrix