G'day, thanks for your interest in how we calculate an experience's ranking score. It's at the core of Rankers so I'm pleased you're curious.
The ranking score percentage is used to compare and sort experiences in ranking tables. It is not necessarily a direct measurement of the quality of a particular experience as rated by its customers. I've found it a useful tool to allow me to find the best experiences with confidence. But I've also found it important to read the customer reviews before making any final judgements!
We calculate an experience's ranking score using a multi-factor data model instead of a raw data average (mean). This model takes into account several important questions. For instance - is there a trusted body of reviews? What is the age of a review and is the review from a credible source?
Below you'll find details around some of the important factors that went into calculating the ranking score for Gentle Annie.
If you have any questions or comments about our ranking score calculation please get in touch at info@rankers.co.nz. We don't believe this is perfect or complete so we're always interested in ways we might make improvements.
Gentle Annie
Valid Reviews
94 Valid Reviews
The Gentle Annie experience has a total of 97 reviews. There are 94 valid reviews that are included when calculating the ranking score and 3 invalid reviews that are excluded from the calculation. Reviews can be excluded only when a reviewer is not verified or after an investigation by our team determines the reviewer is not genuine.
Below is the distribution of ratings for the 94 valid reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 77 |
|
82% |
| 9/10 | 10 |
|
11% |
| 8/10 | 4 |
|
4% |
| 7/10 | 2 |
|
2% |
| 6/10 | 0 |
|
0% |
| 5/10 | 0 |
|
0% |
| 4/10 | 0 |
|
0% |
| 3/10 | 1 |
|
1% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
96.70% Average
The raw data average (mean) for all the Gentle Annie valid reviews is 96.70% and is based on 94 valid reviews. This value is not used to calculate the ranking score and it only provided here as a comparison to the weighted average.
Face-to-Face Reviews
4 Face-to-Face Reviews
The Rankers team meets with travellers while they’re in New Zealand and conducts face-to-face surveys. These reviews, in our opinion, are the most trusted in the industry and represent a critical control sample. To our knowledge, we are the only travel review website in the world that has gone to this extent.
More about face-to-face reviews
Within the 94 valid reviews, the experience has 4 face-to-face reviews collected during interviews by our team.
Below is the distribution of ratings for the 4 face-to-face reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 3 |
|
75% |
| 9/10 | 0 |
|
0% |
| 8/10 | 0 |
|
0% |
| 7/10 | 1 |
|
25% |
| 6/10 | 0 |
|
0% |
| 5/10 | 0 |
|
0% |
| 4/10 | 0 |
|
0% |
| 3/10 | 0 |
|
0% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
92.50% Average
The raw data average (mean) for all the Gentle Annie face-to-face reviews is 92.50% and is based on 4 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.
Weighted Average
96.88%
Rankers calculates a weighted mean as a base average on which we can improve. Individual review's ratings are given a weight based on several factors. The weight of a review determines the overall impact it'll have on the final weighted average.
Recent reviews have more weight as they are more relevant and reflect the experience as it currently operates. Over time reviews become less relevant and loose their impact on the ranking score.
Low rating reviews carry slightly less weight. This dampens the effect of very low ratings for every experience across the board. This is especially important when the experience has few reviews overall and a single negative rating can grossly mischaracterise an experience. Consistent poor reviews will still result in the experience receiving a comparitively low ranking score.
Credible sources provide reviews that can be trusted. If we have verified a reviewer is genuine via a face-to-face meeting then the review carries additional weight.
| Reviewer | Rating | Age | Relative Weight |
|---|---|---|---|
| Adam w | 10/10 | 140 days | 100% |
| Suzanne & Andy Bishop | 10/10 | 263 days | 97% |
| Jennifer Sergeant | 7/10 | 292 days | 90% |
| mari22 | 10/10 | 323 days | 95% |
| Ella | 10/10 | 323 days | 95% |
| chasingthesun141 | 10/10 | 384 days | 93% |
| Christine | 10/10 | 415 days | 91% |
| Christoph Soukup | 10/10 | 444 days | 90% |
| Jojude | 10/10 | 444 days | 90% |
| Vanessa | 10/10 | 475 days | 88% |
| Soph | 10/10 | 475 days | 88% |
| Nz.exploring | 10/10 | 536 days | 85% |
| Paul & Nic | 10/10 | 536 days | 85% |
| Steve Bl | 8/10 | 536 days | 83% |
| Luane | 10/10 | 536 days | 85% |
| Max | 9/10 | 567 days | 82% |
| Barry and Pauline Kingston | 10/10 | 567 days | 83% |
| Karen Tegroen | 10/10 | 629 days | 78% |
| Sharon | 9/10 | 657 days | 75% |
| Jodi Scrivens | 9/10 | 657 days | 75% |
| Kyle | 10/10 | 688 days | 74% |
| Haylee Rodmell | 10/10 | 688 days | 74% |
| Kerryhpearson@gmail.com | 10/10 | 688 days | 74% |
| Lisa | 10/10 | 688 days | 74% |
| Jan | 10/10 | 688 days | 74% |
| Helena Falk | 8/10 | 688 days | 72% |
| Carolyn | 10/10 | 688 days | 74% |
| Sarah S | 10/10 | 688 days | 74% |
| Antoinette Christchurch NZ | 10/10 | 688 days | 74% |
| Steffan | 10/10 | 688 days | 74% |
| Carine | 10/10 | 688 days | 74% |
| Jo | 9/10 | 688 days | 73% |
| Mai van Mulligen - NZ | 10/10 | 688 days | 74% |
| Selina Walker | 10/10 | 688 days | 74% |
| Katie | 10/10 | 688 days | 74% |
| Nyree | 10/10 | 688 days | 74% |
| CJ | 10/10 | 719 days | 71% |
| Ray Bovey | 8/10 | 719 days | 70% |
| Julia | 9/10 | 749 days | 68% |
| Kirsten | 10/10 | 780 days | 66% |
| Karen | 10/10 | 780 days | 66% |
| Christine Molenaar | 10/10 | 871 days | 57% |
| AMR | 10/10 | 1053 days | 39% |
| Dianne | 10/10 | 1236 days | 25% |
| Kane Marshall | 10/10 | 1387 days | 16% |
| LeeAnn | 10/10 | 1387 days | 16% |
| Richie Miller | 10/10 | 1449 days | 13% |
| Boardwalk Blss | 10/10 | 1539 days | 10% |
| Mark | 10/10 | 1784 days | 5% |
| Kathy | 10/10 | 1876 days | 5% |
| Sharron | 10/10 | 1876 days | 5% |
| Nick | 10/10 | 1876 days | 5% |
| Craig/ Sarah | 10/10 | 1876 days | 5% |
| River | 10/10 | 1967 days | 5% |
| Natazha Bernie | 10/10 | 1967 days | 5% |
| Beth | 10/10 | 2118 days | 4% |
| Wayne n Leanne Johnson | 10/10 | 2180 days | 4% |
| Caroline | 10/10 | 2180 days | 4% |
| Jen | 10/10 | 2180 days | 4% |
| Grizzly Girl | 10/10 | 2241 days | 4% |
| Kim | 10/10 | 2301 days | 4% |
| Helen Moxon | 10/10 | 2362 days | 4% |
| Jakub Horner | 10/10 | 2449 days | 4% |
| Michael Stützle | 10/10 | 2455 days | 4% |
| Nigel & Annie Dale | 10/10 | 2482 days | 4% |
| Leo Forster | 10/10 | 2483 days | 4% |
| Violet | 10/10 | 2513 days | 4% |
| Beth Bovey | 10/10 | 2516 days | 4% |
| Lilith Prins | 10/10 | 2542 days | 3% |
| Joanna du Toit | 9/10 | 2544 days | 3% |
| Fifi and Jay | 10/10 | 2732 days | 3% |
| Taya Wiebe | 10/10 | 2779 days | 3% |
| Freddy Gates | 10/10 | 2796 days | 3% |
| Rob & Colleen Elwood | 9/10 | 2909 days | 3% |
| Margo Wiltens | 8/10 | 2976 days | 3% |
| Jennifer Ellis | 10/10 | 3102 days | 2% |
| Angela Mallard | 10/10 | 3199 days | 2% |
| Lisa Conradie | 9/10 | 3214 days | 2% |
| Liam Clarke | 10/10 | 3229 days | 2% |
| Roger Montenegro | 10/10 | 3273 days | 2% |
| Tessa Smith | 10/10 | 3294 days | 2% |
| Mareike Bach | 10/10 | 3294 days | 2% |
| Forrest Bilek | 10/10 | 3323 days | 2% |
| Megan | 3/10 | 3366 days | 1% |
| Squiesel | 10/10 | 3554 days | 1% |
| Kris Marinomunn | 9/10 | 3562 days | 1% |
| kim | 10/10 | 3731 days | 1% |
| Malcolm & Susan | 10/10 | 3915 days | 1% |
| Bill | 10/10 | 3942 days | 0% |
| Saskia | 10/10 | 3942 days | 0% |
| annie johnson | 10/10 | 4281 days | 0% |
| Karine Scheers | 7/10 | 4282 days | 0% |
| Graeme | 9/10 | 4675 days | 1% |
| Huber | 10/10 | 5399 days | 0% |
Adjustments
Several adjustments to the weighted average are added to improve relevancy and credibility. These adjustments apply equally to all experiences that meet the criteria.
Sample Size Adjustment
No Adjustment
A reasonable number of reviews are necessary in order for the average to be credible and for an experience to take a prime position within the ranking tables. As such, experiences with only a few reviews have a moderated score. This does not mean that the experience or the reviews can't be trusted. The Gentle Annie experience has plenty of reviews and does not meet the criteria for any adjustment.
Recent Reviews Adjustment
-2.46% Adjustment
There may be an adjustment if this experience hasn't received any reviews within the last 44 days. However the Gentle Annie experience does not meet the criteria for any adjustment.
In addition, an experience's ranking score may be adjusted for each day there is no new ranking. After 1 day the adjustment comes into effect. The maximum number of days that can be adjusted for is 200 days. Due to the seasonal nature of many businesses, this adjustment is applied dynamically throughout the year.
The Gentle Annie experience has been adjusted for 122 days. Adjustments are according to the following table.
| Days | Adjustment |
|---|---|
| … | … |
| 119 | -2.40% |
| 120 | -2.42% |
| 121 | -2.44% |
| 122 | -2.46% |
| 123 | -2.48% |
| 124 | -2.50% |
| 125 | -2.52% |
| … | … |
Balancing Adjustment
0.49% Adjustment
Every experience's review score is adjusted to balance out the disproportional number of negative reviews that are contributed.
You won't be surprised to learn that disgruntled customers are more likely to leave a review than happy ones. They are motivated to share their experience and warn others. We consider this a good thing and it's why reading the reviews is important. However we've learned it can misrepresent the experience in a more overall sense.
We apply a balancing adjustment to counteract this effect and ensure the ranking score is a more fair representation of the experience. This adjustment is applied equally to all experiences.
Final Ranking Score
95%
The final ranking score once any adjustments, ratings, and rounding has been applied. This value is recalculated each day and a short rolling average is applied. Therefore it may not be precisely accurate based on the other values presented.