Ranking Score Explained

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 Katiki Point Lighthouse Walk.

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

Katiki Point Lighthouse Walk

Valid Reviews

54 Valid Reviews

The Katiki Point Lighthouse Walk experience has a total of 56 reviews. There are 54 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 54 valid reviews:

Rating Count Percentage
10/10 35
65%
9/10 13
24%
8/10 5
9%
7/10 0
0%
6/10 0
0%
5/10 0
0%
4/10 0
0%
3/10 1
2%
2/10 0
0%
1/10 0
0%

94.44% Average

The raw data average (mean) for all the Katiki Point Lighthouse Walk valid reviews is 94.44% and is based on 54 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

38 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 54 valid reviews, the experience has 38 face-to-face reviews collected during interviews by our team.

Below is the distribution of ratings for the 38 face-to-face reviews:

Rating Count Percentage
10/10 24
63%
9/10 10
26%
8/10 4
11%
7/10 0
0%
6/10 0
0%
5/10 0
0%
4/10 0
0%
3/10 0
0%
2/10 0
0%
1/10 0
0%

95.26% Average

The raw data average (mean) for all the Katiki Point Lighthouse Walk face-to-face reviews is 95.26% and is based on 38 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.

Weighted Average

97.46%

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
J King 10/10 690 days 100%
Katie 10/10 1970 days 6%
Fabian 10/10 2151 days 6%
Teb 8/10 2335 days 5%
Sally Munday 10/10 2426 days 5%
Hannibal Winther 10/10 2582 days 5%
Samantha Brewin 9/10 2588 days 5%
Harold Booy 10/10 2853 days 4%
Ivanova R 10/10 3155 days 3%
Boukje Diijkstra 10/10 3156 days 3%
Georg H. 3/10 3178 days 2%
Lili Souris 10/10 3196 days 3%
Eva 10/10 3216 days 3%
Lisa 10/10 3226 days 3%
Max Brunner 10/10 3270 days 3%
Ludo and Cha 10/10 3272 days 3%
Dianne van der Wal 9/10 3417 days 2%
Danica Vrsaljko 10/10 3539 days 2%
Markus Johannes 10/10 3539 days 2%
Matthias Thorn 9/10 3612 days 2%
Bartlomiej Berger 10/10 3648 days 2%
Reto 10/10 3932 days 1%
Anouck Roudet 10/10 3939 days 1%
Terry Seaman 10/10 3946 days 1%
Thomas Roche 10/10 3979 days 1%
Daniel McAlpine 10/10 3982 days 1%
FlyingKiwiGirl 10/10 4008 days 1%
Tan 10/10 4099 days 1%
Rey Germain 10/10 4259 days 0%
Lea Roser 10/10 4269 days 0%
Matthieu Daveou 9/10 4287 days 0%
Julien Panossian 10/10 4287 days 0%
Christian 8/10 4355 days 0%
Andreas Schacke 9/10 4633 days 1%
Vincent & Lian 9/10 4658 days 1%
Stam 10/10 4659 days 1%
Sylvia & Garrit 10/10 4662 days 1%
Loic 9/10 4671 days 1%
Urban Reifler 9/10 4688 days 1%
Balonno 10/10 4708 days 1%
Michael 9/10 4745 days 1%
Les and Carole Savins 8/10 4745 days 1%
Andrew Newark 10/10 4983 days 1%
Helen 9/10 5004 days 1%
Manu & Gabi 10/10 5019 days 1%
Thomas Reidinger 8/10 5028 days 1%
Judith K. 10/10 5032 days 1%
Philippa Waters 10/10 5032 days 1%
davidm239 9/10 5318 days 1%
Horst 10/10 5382 days 1%
Richard Pearson 9/10 5417 days 1%
Raewyn 9/10 5710 days 1%
KatrinS 10/10 5725 days 1%
DavidHilton 8/10 5733 days 1%

Adjustments

No Adjustment

Several adjustments to the weighted average may be added to improve relevancy and credibility. Katiki Point Lighthouse Walk does not meet the criteria for any of these adjustments to apply.

Balancing Adjustment

0.21% 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

98%

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.