Ranking Score Explained

Kia ora, 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 Aoraki / Mt Cook National Park.

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.

Cymen Crick's avatar

Cymen Crick

Rankers Owner

Aoraki / Mt Cook National Park

Valid Reviews

67 Valid Reviews

The Aoraki / Mt Cook National Park experience has a total of 69 reviews. There are 67 valid reviews that are included when calculating the ranking score and 2 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 67 valid reviews:

Rating Count Percentage
10/10 28
42%
9/10 21
31%
8/10 8
12%
7/10 5
7%
6/10 2
3%
5/10 1
1%
4/10 1
1%
3/10 1
1%
2/10 0
0%
1/10 0
0%

88.36% Average

The raw data average (mean) for all the Aoraki / Mt Cook National Park valid reviews is 88.36% and is based on 67 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

61 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 67 valid reviews, the experience has 61 face-to-face reviews collected during interviews by our team.

Below is the distribution of ratings for the 61 face-to-face reviews:

Rating Count Percentage
10/10 26
43%
9/10 19
31%
8/10 8
13%
7/10 5
8%
6/10 1
2%
5/10 1
2%
4/10 0
0%
3/10 1
2%
2/10 0
0%
1/10 0
0%

89.18% Average

The raw data average (mean) for all the Aoraki / Mt Cook National Park face-to-face reviews is 89.18% and is based on 61 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.

Weighted Average

88.44%

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
Allen 4/10 2142 days 90%
Gerry Boobis 6/10 2691 days 89%
Tobi Guga 10/10 2757 days 100%
Anna 10/10 2854 days 94%
Claire 10/10 2888 days 92%
Nancy Blindell 10/10 3076 days 80%
Diego Pablos 10/10 3196 days 72%
Anssens Weber Florie Brian 9/10 3208 days 71%
Ixtaso Roncal 9/10 3241 days 69%
Coralie Ambrosino 7/10 3470 days 51%
Tarillon Family 9/10 3473 days 54%
Barthelemy 9/10 3474 days 54%
David McIntosh 8/10 3518 days 51%
Dawn Mulligan 9/10 3524 days 51%
Oliver Andres 9/10 3557 days 49%
Corinna Fallenbuchel 10/10 3558 days 49%
Fanny DeBon 9/10 3571 days 48%
Logan Leduc 9/10 3579 days 47%
Anna Grafenstein 8/10 3813 days 32%
Caroline Hennache 8/10 3816 days 32%
isabel Zander 10/10 3816 days 33%
Calvin Becker 10/10 3816 days 33%
Karen Garvin 10/10 3818 days 33%
Julien Joubert-Gaillard 7/10 3820 days 30%
Marek Heiurich 10/10 3826 days 32%
Linda Wainman 9/10 3845 days 31%
Chris Wainman 9/10 3845 days 31%
Ruud Biemans 7/10 3848 days 28%
Sarah Christman 8/10 3850 days 30%
Stina Hultberg 10/10 3852 days 31%
Sarah 9/10 3856 days 30%
Guillaume 6/10 3857 days 26%
Denise Ewbank 9/10 3863 days 30%
Marius Hoffmann 8/10 3865 days 29%
Ene Pold 9/10 3870 days 29%
Henrik Suefke 10/10 3870 days 29%
G Ballard 10/10 3874 days 29%
F Ballard 9/10 3874 days 29%
Glenda 10/10 3876 days 29%
Timothee Serres 9/10 3878 days 29%
Wouter Bosch 7/10 3889 days 26%
Claire Lieval 9/10 3895 days 28%
Guy David 10/10 3897 days 28%
Sarah Strong 10/10 3900 days 28%
Michael Rohn 10/10 3904 days 27%
Cornelia Stark 10/10 3904 days 27%
Thomas Roche 9/10 3909 days 27%
Marc Greeve 10/10 3915 days 27%
Christin Woelk 10/10 4177 days 10%
Sven Woelk 10/10 4177 days 10%
Audrey Ripoche 7/10 4189 days 8%
Kiki Wykstra 10/10 4201 days 8%
Raquel 9/10 4220 days 7%
Enna Keet 8/10 4225 days 7%
Maxime 10/10 4225 days 7%
Katharina Littlemann 10/10 4225 days 7%
Veronica and Jordi 9/10 4232 days 6%
Fraser Goldsmith 10/10 4237 days 6%
Jeanne Moustier 10/10 4254 days 5%
Mathieu Brias 8/10 4259 days 5%
Natalie Nubler 3/10 4295 days 0%
Stefan and Brigit and Janek 10/10 4295 days 2%
Annie 9/10 4296 days 2%
Jacquemard 10/10 4308 days 2%
Oliver Kalmbach 8/10 4312 days 1%
Karsten Meyer 5/10 4318 days 0%
Kali Lohman 9/10 4319 days 1%

Adjustments

No Adjustment

Several adjustments to the weighted average may be added to improve relevancy and credibility. Aoraki / Mt Cook National Park does not meet the criteria for any of these adjustments to apply.

Balancing Adjustment

1.22% 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 folk 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

90%

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.