How does RateBud detect fake Amazon reviews?

RateBud uses advanced AI to analyze review patterns, language authenticity, timing anomalies, and content quality. We examine reviewer behavior, review velocity, and linguistic markers to detect fake reviews with high accuracy.

What does the trust score mean?

The trust score is a percentage from 0-100% indicating review authenticity. This product scored 90% (Grade A). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

Is RateBud's review analysis free?

Yes, RateBud's AI-powered review analysis is completely free. We analyze Amazon reviews to help you avoid fake reviews and make informed purchasing decisions. No signup required.

Product image of Gas Cap Fuel Cap 77300-07030 for 2014-2021 Toyota Venza Highlander Sienna Tacoma Camry RAV4 Corolla Avalon Tundra Sequioa,Lexus CT200h UX200 ES300h ES350 GS450h NX300h RX350 LC500,77300-53030 Gas Caps

Gas Cap Fuel Cap 77300-07030 for 2014-2021 Toyota Venza Highlander Sienna Tacoma Camry RAV4 Corolla Avalon Tundra Sequioa,Lexus CT200h UX200 ES300h ES350 GS450h NX300h RX350 LC500,77300-53030 Gas Caps

Name: Gas Cap Fuel Cap 77300-07030 for 2014-2021 Toyota Venza Highlander Sienna Tacoma Camry RAV4 Corolla Avalon Tundra Sequioa,Lexus CT200h UX200 ES300h ES350 GS450h NX300h RX350 LC500,77300-53030 Gas Caps
Brand: Gas
SKU: B09TGRXRDZ
Price: 12.99 USD
Availability: InStock
Rating: 4.4 (677 reviews)

4.4(677 reviews)

AI-powered analysis of this product's reviews to help you make an informed purchase decision.

Last analyzed: November 3, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 76.9 days old. Re-run to get the latest review data and insights.

Based on the analysis, this gas cap for various Toyota and Lexus models has a high overall score of 90/100, with a 4.4/5 rating from 13 reviews. The product's consistency and reviewer credibility are strong points, suggesting that it's a reliable replacement part. However, the seller's reputation is a concern, with a score of 78/100, which may impact the trustworthiness of the product and the purchasing experience.

Review Timeline

Review patterns over time - spikes may indicate manipulation

95%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Good: Review pattern appears natural with steady growth. No suspicious spikes that might indicate review manipulation.

Keyword Analysis

Common phrases and their authenticity patterns

81%

Authenticity

great product(5)good quality(8)secure seal(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow69%

Unique Phrasing92%

Good: Language patterns appear natural with good diversity. Reviews use varied vocabulary and authentic expressions.

Recommendation

✅ Recommended

Analysis Date

November 3, 2025

Total Reviews

677 reviews analyzed

Understanding This Trust Score

Gas Cap Fuel Cap 77300-07030 for 2014-2021 Toyota Venza High... received a Grade A with a trust score of 90/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for Gas Cap Fuel Cap 77300-07030 for 2014-2021 Toyota ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great product (5x)good quality (8x)

Overall sentiment: Based on the analysis, this gas cap for various Toyota and Lexus models has a high overall score of 90/100, with a 4.4/5 rating from 13 reviews. The product's consistency and reviewer credibility are strong points, suggesting that it's a reliable replacement part. However, the seller's reputation is a concern, with a score of 78/100, which may impact the trustworthiness of the product and the purchasing experience.

Frequently Asked Questions

Are the reviews for Gas Cap Fuel Cap 77300-07030 for 2014-20... real?

▼

Based on our AI analysis, approximately 90% of reviews appear authentic, while 10% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 677 reviews to calculate the trust score.

Should I buy Gas Cap Fuel Cap 77300-07030 for 2014-20...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The A grade indicates excellent review authenticity.

Shopping Tips

This product has 677 reviews with a Grade A trust score. Here's what to keep in mind:

💡Always prioritize verified purchase reviews over unverified ones
💡Look for detailed reviews that mention specific pros and cons
💡Be cautious of products with sudden spikes in positive reviews

Ready to make your purchase?

Based on our analysis, you can make an informed decision. Click below to purchase this product on Amazon.

✨ Premium Quality Product

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Grade AGas Cap Fuel Cap 77300-07030 for 2014-2021 Toyota Venza Highlander Sienna Tacoma Camry RAV4 Corolla Avalon Tundra Sequioa,Lexus CT200h UX200 ES300h ES350 GS450h NX300h RX350 LC500,77300-53030 Gas Caps