Where Every Step Counts!
Join the pack where every stroll is tailored for wagging tails. Experience the joy of care-free walks with Puplanner, the smart way to sync your pup's steps with the best!
The Problem
Dog owners seek dependable, adaptable, and cost-effective walking services for diverse pet needs and schedules, while walkers face inefficiencies from sudden bookings and inconsistent client demands, affecting income and opportunities for both.
The Solution
Puplanner revolutionizes dog walking by matching owners with walkers via AI, optimizing schedules, and ensuring compatibility. It enhances efficiency, rewards early bookings, and supports a subscription-based, community-focused service, leading to reliable, cost-effective dog care.
Efficient Dog Owner and Walker Matching Using Data Science
Using data science, we efficiently match dog owners with suitable dog walkers based on various metrics. These include age and days weight, combined score, leash manners, recall ability, socialization, temperament, prey drive, energy level, size, proximity score, and advantage score. Each metric helps to assess compatibility, ensuring optimal matches for enhanced walking experiences. By analyzing and weighting these factors, our system ensures that dog owners find the best possible walkers for their pets, leading to happier and healthier dogs and more satisfied owners.
| days_weight | age_weight | Combined Score | Dog Leash Manners Numeric | Dog Recall Ability Numeric | Dog Socialization Numeric | Dog Temperament Numeric | Dog Prey Drive Numeric | Dog Energy Level Numeric | Dog Size Numeric | Proximity Score | Advantage Score |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.27 | 0.42 | 0 | 0 | 1 | 0.25 | 0.5 | 0 | 0 | 0.59 | 0.28 |
| 0 | 0.55 | 0.33 | 0 | 0 | 1 | 0.5 | 0 | 0 | 1 | 0.4 | 0.34 |
| 0.5 | 0.55 | 0.5 | 1 | 0 | 1 | 0.25 | 0.5 | 1 | 0.5 | 0.72 | 0.59 |
| 0 | 0 | 0.5 | 0 | 1 | 0 | 0.25 | 0.5 | 0 | 1 | 0.52 | 0.34 |
| 0.5 | 0.27 | 0.5 | 0 | 0 | 0 | 1 | 0.5 | 0.5 | 0.5 | 0.31 | 0.37 |
| 1 | 0.45 | 0.33 | 1 | 0 | 0 | 0.75 | 0 | 0 | 0 | 0.86 | 0.4 |
| 1 | 1 | 0.33 | 1 | 0 | 1 | 1 | 0.5 | 0 | 1 | 0.63 | 0.68 |
| 0.5 | 0.55 | 0.33 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0.39 | 0.43 |
| 0 | 0.64 | 0.42 | 1 | 1 | 0 | 0.25 | 0.5 | 0.5 | 0.5 | 0.27 | 0.46 |
| 1 | 0.73 | 0.33 | 1 | 1 | 1 | 0.25 | 0 | 1 | 0 | 0.78 | 0.64 |
| 0 | 0.45 | 0.25 | 0 | 1 | 0 | 0.75 | 1 | 1 | 1 | 0.11 | 0.51 |
| 0 | 0.18 | 0.25 | 1 | 0 | 0 | 1 | 0.5 | 0 | 0 | 0.55 | 0.32 |
| 0 | 1 | 0.42 | 0 | 1 | 1 | 0.25 | 0 | 0.5 | 0 | 0.67 | 0.44 |
| 1 | 0.18 | 0.33 | 1 | 1 | 0 | 0.25 | 0.5 | 0.5 | 0.5 | 1 | 0.57 |
Boosting Earnings with Data-Driven Dog Walker Matches
Dog walkers participating in our beta program have experienced promising results, with their earning potential increasing by a third for the same number of hours per week. By leveraging data science to match dog owners and walkers based on various metrics such as proximity, dog temperament, and leash manners, our platform ensures optimal pairings. This not only improves the overall experience for the dogs and owners but also maximizes the efficiency and profitability for the walkers. This innovative approach highlights the potential of data-driven solutions in the pet care industry.
Ready for growth
While quantifiable results are pending, Hota has successfully cultivated a vibrant community on social media, building anticipation and awareness pre-launch. This momentum is really promising for its public release.
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