MapBoost Unveils Google Business Profile 'Improvement Potential Score Diagnosis' — AI Quantifies MEO Improvement Based on 3 Axes: Photo Count, Posting Frequency, and Review Reply Rate
Mycat Inc. has added an 'Improvement Potential Score Diagnosis' feature to its AI review response tool 'MapBoost,' which scores Google Business Profile (GBP) optimization across three axes: photo count, posting frequency, and review reply rate. This AI-powered tool helps store owners identify specific areas for MEO improvement.
📋 Article Processing Timeline
- 📰 Published: March 31, 2026 at 21:00
- 🔍 Collected: April 1, 2026 at 13:39 (16h 39m after Published)
- 🤖 AI Analyzed: April 22, 2026 at 01:46 (492h 7m after Collected)
Mycat Inc. (Headquarters: Meguro-ku, Tokyo) has added an "Improvement Potential Score Diagnosis" feature to its AI review response tool "MapBoost" (https://mapboost.space). This new feature scores the optimization status of Google Business Profile (GBP) across three axes. Tool URL: https://mapboost.space/tools/gbp-score
### The Problem of "Replying to Reviews, But Not Ranking Higher"
When searching for a store on Google Maps, being displayed at the top directly leads to attracting customers. Google officially explains in its help documentation that local search results rankings are determined by three factors: "relevance," "distance," and "prominence" (Source: Google Business Profile Help "How local rankings work"). Among these, "prominence" refers to the business's visibility. It is influenced by a combination of the number and ratings of reviews, the amount of information available on the web, and the completeness of GBP information. While replying to reviews is an important measure, it is often insufficient in practice. Many store owners find themselves in a state of "too much to do, and not knowing what's missing." How many photos are enough? How often should posts be made? How quickly should reviews be replied to? Most stores operate by trial and error without clear guidelines.
### The 3 Axes of Improvement Potential Score Diagnosis
This tool quantitatively evaluates the operational status of GBP across three axes, visualizing each with a score out of 100.
**Axis 1: Visual Content Completeness (Photos/Videos)**
This checks the number of photos registered in GBP, the comprehensiveness by category (exterior, interior, products, menu, team), and the last update date. Google's official guidelines recommend regularly adding business photos. However, because the guideline for "regularly" is ambiguous, many stores upload a few photos when they open and then leave them. The diagnosis provides AI-referenced values based on the photo registration trends of top-ranking stores in the same industry and region, and specifically points out missing categories. For example, if a restaurant has "0 menu photos," it will output a suggestion like, "For restaurant categories, the completeness of food photos affects prominence. Please add photos of your top 5 popular menu items first," making the next action clear.
**Axis 2: Information Posting Frequency (Posts)**
This evaluates the frequency of "Updates" posts on GBP, the date of the most recent post, and the types of post content (announcements, events, offers). GBP posts appear at the top for 7 days after publication and then move to an archive. There is a significant difference in information freshness between stores that post at least once a week and those with zero posts. The diagnosis provides a specific target, such as, "Your last post was ○ days ago. Please aim for weekly posts." It also points out biases in post content. If there are only "announcements" and zero "offers" posts, a suggestion like, "Offer posts tend to have a higher click-through rate. Please try posting limited-time coupons or initial discounts" will be output.
**Axis 3: Review Response Capability (Reply Rate/Reply Speed)**
This evaluates the review reply rate, average days to reply, and response status to low-rated reviews. Google officially states, "Replying to reviews increases business trustworthiness" (Source: Google Business Profile Help "Read and reply to reviews"). A reply rate closer to 100% scores higher, but reply speed is also a crucial factor. A reply within 24 hours of posting and a reply a week later create different impressions on search users. Furthermore, responding to low-rated reviews (1-2 stars) is particularly important. If there are unreplied low-rated reviews, they will be individually displayed as top-priority reviews that should be addressed.
### How to View and Use Scores
The scores for the three axes are displayed in a radar chart, allowing for an immediate understanding of your store's GBP operational balance. In addition to the overall score, AI picks out the three "most effective improvement measures" and displays them in order of priority. It is not necessary to achieve 100 points in all areas. It is efficient to maintain the current status for axes with scores of 80 or more and concentrate investment on axes with scores below 60. Since diagnosis results can be re-acquired any number of times, it is recommended to re-diagnose after implementing improvements to track progress.
### Specific Usage **1
### The Problem of "Replying to Reviews, But Not Ranking Higher"
When searching for a store on Google Maps, being displayed at the top directly leads to attracting customers. Google officially explains in its help documentation that local search results rankings are determined by three factors: "relevance," "distance," and "prominence" (Source: Google Business Profile Help "How local rankings work"). Among these, "prominence" refers to the business's visibility. It is influenced by a combination of the number and ratings of reviews, the amount of information available on the web, and the completeness of GBP information. While replying to reviews is an important measure, it is often insufficient in practice. Many store owners find themselves in a state of "too much to do, and not knowing what's missing." How many photos are enough? How often should posts be made? How quickly should reviews be replied to? Most stores operate by trial and error without clear guidelines.
### The 3 Axes of Improvement Potential Score Diagnosis
This tool quantitatively evaluates the operational status of GBP across three axes, visualizing each with a score out of 100.
**Axis 1: Visual Content Completeness (Photos/Videos)**
This checks the number of photos registered in GBP, the comprehensiveness by category (exterior, interior, products, menu, team), and the last update date. Google's official guidelines recommend regularly adding business photos. However, because the guideline for "regularly" is ambiguous, many stores upload a few photos when they open and then leave them. The diagnosis provides AI-referenced values based on the photo registration trends of top-ranking stores in the same industry and region, and specifically points out missing categories. For example, if a restaurant has "0 menu photos," it will output a suggestion like, "For restaurant categories, the completeness of food photos affects prominence. Please add photos of your top 5 popular menu items first," making the next action clear.
**Axis 2: Information Posting Frequency (Posts)**
This evaluates the frequency of "Updates" posts on GBP, the date of the most recent post, and the types of post content (announcements, events, offers). GBP posts appear at the top for 7 days after publication and then move to an archive. There is a significant difference in information freshness between stores that post at least once a week and those with zero posts. The diagnosis provides a specific target, such as, "Your last post was ○ days ago. Please aim for weekly posts." It also points out biases in post content. If there are only "announcements" and zero "offers" posts, a suggestion like, "Offer posts tend to have a higher click-through rate. Please try posting limited-time coupons or initial discounts" will be output.
**Axis 3: Review Response Capability (Reply Rate/Reply Speed)**
This evaluates the review reply rate, average days to reply, and response status to low-rated reviews. Google officially states, "Replying to reviews increases business trustworthiness" (Source: Google Business Profile Help "Read and reply to reviews"). A reply rate closer to 100% scores higher, but reply speed is also a crucial factor. A reply within 24 hours of posting and a reply a week later create different impressions on search users. Furthermore, responding to low-rated reviews (1-2 stars) is particularly important. If there are unreplied low-rated reviews, they will be individually displayed as top-priority reviews that should be addressed.
### How to View and Use Scores
The scores for the three axes are displayed in a radar chart, allowing for an immediate understanding of your store's GBP operational balance. In addition to the overall score, AI picks out the three "most effective improvement measures" and displays them in order of priority. It is not necessary to achieve 100 points in all areas. It is efficient to maintain the current status for axes with scores of 80 or more and concentrate investment on axes with scores below 60. Since diagnosis results can be re-acquired any number of times, it is recommended to re-diagnose after implementing improvements to track progress.
### Specific Usage **1