Positive Review Analysis
Review Collection
I will use AI to analyze 5 start Google reviews, first to see what the customers are satisfied with, then to select positive words, their frequencies, and associations. Finally, I will prompt ChatGPT to find suggestions on how Bass Pro Shops can improve.
First Analysis
I will copy and paste the positive reviews using this prompt: “What does the customer enjoy about Bass Pro Shops based on these reviews? Please make the answer a few bullet points.”
Results
Here are the key things customers enjoy about Bass Pro Shops based on the reviews:
- High-quality, durable products — especially boots, clothing, and outdoor gear that lasts
- Huge selection of outdoor gear — fishing, hunting, camping, and more all in one place
- Friendly and knowledgeable staff — employees help customers choose the right gear and create a welcoming experience
- Unique in-store experience — aquariums, waterfalls, taxidermy displays, and immersive visuals make it fun to visit
- Family-friendly atmosphere — kids enjoy the displays, seasonal events, and overall environment
- Clean, organized, and well-stocked stores — easy to shop and find what you need
- Good value and deals — customers mention fair pricing, clearance sections, and rewards programs
- “Destination” feel — people enjoy spending time there even if they don’t plan to buy anything
- Convenience as a one-stop shop — everything needed for outdoor activities in one location
- Helpful services and extras — fitting advice, product demos, RV-friendly amenities, and seasonal experiences
These align really well with your customer persona — especially the mix of practical value + enjoyable in-store experience.
Second Analysis
I will ask ChatGPT to take the positive reviews and find keywords that the customers have used and how they are associating those words with Bass Pro Shops. The prompt I used is “Extract positive keywords from
those reviews, and analyze the frequency and associations of these keywords.”
Results
Here’s a concise breakdown of positive keywords, their frequency, and how they relate based on reviews of Bass Pro Shops.
Top Positive Keywords (by frequency)
Very high frequency:
- Friendly / helpful staff
- Great selection / variety
- Clean / organized / well-stocked
High frequency:
- Knowledgeable employees
- Quality / durable products
- Good deals / value
- Fun experience
Moderate frequency:
- Family-friendly
- Unique displays (aquarium, animals)
- One-stop shop / convenience
Keyword Associations
- Staff experience: friendly + helpful + knowledgeable → drives repeat visits
- Product value: quality + durable + good price → justifies spending
- Store experience: fun + displays + browsing → makes it a destination
- Selection & convenience: variety + one-stop shop → saves time and effort
- Family aspect: kids + events + displays → encourages group visits
Key Takeaways
- Customer service is the biggest strength
- Product selection and availability are critical
- The in-store experience creates emotional appeal
- Customers value quality over low price
- The store functions as both a retailer and an experience
Recommendation
Finally, I am going to ask ChatGPT what they would suggest Bass Pro Shops do based on their findings about the positive review. The prompt I used is: “What would be the suggestions from the findings?”
Results
Based on the keyword patterns and review analysis for Bass Pro Shops, here are clear, actionable suggestions:
Strengthen staff expertise and visibility
Customers consistently value friendly and knowledgeable employees. Training staff to proactively engage customers and offer gear recommendations will reinforce this strength and increase conversions.
Emphasize product quality over price messaging
Reviews show customers care more about durability and value than low prices. Marketing should focus on long-term reliability, performance, and “worth the investment” messaging.
Leverage the in-store experience as a marketing tool
The aquarium, wildlife displays, and immersive environment are major emotional drivers. Promotions should highlight the store as a destination, not just a shopping location.
Improve and highlight product organization
Clean, well-stocked, and organized stores are frequently mentioned. Maintaining strong visual merchandising and clear product sections will reduce friction and improve satisfaction.
Expand educational and guidance content
Because customers are often overwhelmed by selection, adding more how-to guides, staff-led demos, and beginner-to-intermediate resources will support decision-making.
Target family-oriented experiences
Since families and kids are a recurring theme, more seasonal events, interactive displays, and family-friendly promotions can increase visit frequency and dwell time.
Highlight convenience and “one-stop shop” value
Customers appreciate finding everything in one place. Marketing should reinforce that Bass Pro Shops is the easiest solution for full outdoor trip preparation.
Negative Review Analysis
Review Collection
I will use AI to analyze 1-star Google reviews, first to identify what customers are dissatisfied with, then to select negative words, their frequencies, and their associations. Finally, I will prompt ChatGPT to suggest ways Bass Pro Shops can improve.
First Analysis
I will copy and paste the negative reviews with this prompt: “What does the customer dislike about Bass Pro Shops based on these reviews? Please make the answer a few bullet points.”
Results
Here are the main customer dislikes about Bass Pro Shops (based on the reviews):
- Poor customer service
- Employees often unhelpful, rude, or disengaged
- Long waits at gun, archery, and service counters
- Customers report being ignored or not acknowledged
- Slow service and long wait times
- Excessive delays for firearm purchases and assistance
- Customers waiting 30–90+ minutes for help or approvals
- Overpriced products
- Frequent complaints that items are too expensive
- Perception that prices increased after the Bass Pro acquisition
- Low or inconsistent inventory
- Out-of-stock ammo, gear, and common items
- Limited selection in departments like fishing, shoes, and clothing
- Decline in store experience after merger
- “Not the same as before” sentiment after Bass Pro takeover
- Loss of favorite features like bargain areas and brand variety
- Pushy sales tactics
- Repeated pressure to sign up for credit cards or rewards programs
- Order and service issues
- Problems with online orders, warranties, and returns
Second Analysis
I will ask ChatGPT to take the negative reviews and find keywords that the customers have used and how they are associating those words with Bass Pro Shops. The prompt I used is “Extract negative keywords from
those reviews, and analyze the frequency and associations of these keywords.”
Results
Negative keywords (from the reviews) with frequency and associations
Very high frequency
- customer service / service
- Strongly associated with: “poor,” “terrible,” “lack of help,” “ignored”
- Often appears with complaints about staff attitude and responsiveness
- wait / waiting / long wait
- Associated with: gun counter, archery department, checkout delays
- Commonly linked to “no help available” or “staff unavailable”
- rude / unhelpful staff
- Associated with: gun counter employees, cashiers, general staff interactions
- Often co-occurs with “ignored,” “not acknowledged,” or “disinterested”
High frequency
- gun counter / firearms department
- Associated with: long waits, poor service, paperwork issues, lack of knowledge
- Central hotspot for most negative experiences
- overpriced / expensive / price
- Associated with: Bass Pro takeover, reduced value perception, “not worth it”
- Often tied to comparison with competitors like Scheels
- ignored / no help / no one helped
- Associated with: staff disengagement, lack of attention, slow service areas
Moderate frequency
- out of stock / no inventory / limited selection
- Associated with: ammo shortages, fishing gear, clothing, and seasonal items
- slow / delay / backorder
- Associated with: ordering issues, customer service desks, firearm purchases
- credit card / rewards push
- Associated with: pushy sales tactics and repeated signup requests
Lower but notable frequency
- decline / not the same / went downhill
- Strong association with Bass Pro acquisition and perceived cultural change
- management / manager approval
- Associated with delays, firearm purchase complications, and policy frustration
- warranty / return issues
- Associated with broken products, strict policies, and customer dissatisfaction
Key pattern insight
Most negative keywords cluster into three main problem groups:
- Service failure cluster (customer service, wait, ignored, rude)
- Firearms/gun counter friction cluster (gun counter, delay, paperwork, manager approval)
- Value perception cluster (overpriced, decline, not the same, out of stock)
Recommendation
Finally, I am going to ask ChatGPT what they would suggest Bass Pro Shops do based on their findings about the negative reviews. The prompt I used is: “What would be the suggestions from the findings?”
Results
Suggestions based on the findings
- Improve staffing and service speed
- Add more employees at high-traffic areas like the gun counter and archery department
- Reduce wait times by improving scheduling during peak hours
- Ensure staff are actively assisting customers instead of being idle
- Customer service training
- Train employees on greeting customers, communication, and professionalism
- Focus on responsiveness and proactive assistance (not waiting to be asked)
- Address repeated complaints about rudeness and lack of engagement
- Streamline firearm purchase process
- Simplify paperwork and manager approval steps where possible
- Reduce unnecessary delays that lead to 30–90 minute+ wait times
- Improve clarity so customers understand the process upfront
- Improve inventory management
- Increase stock reliability for high-demand items (ammo, fishing gear, clothing)
- Reduce frequent “out of stock” and backorder issues
- Align in-store availability with website information
- Reevaluate pricing strategy
- Address perception of “overpriced” items compared to competitors
- Offer clearer value through promotions or loyalty rewards
- Reduce aggressive sales tactics
- Limit repeated credit card or rewards program pitches
- Focus on customer needs instead of upselling pressure
- Restore overall store experience
- Rebuild trust by improving consistency across departments
- Address “decline since Bass Pro takeover” perception through visible improvements in service and selection