2003 Toyota Corolla
FailBuyers convert on only 0.4% of searches, so 2003 Toyota Corolla is a Fail.
- Flapen Score
- 46 / 100Ranks 4,486 of 7,287 Automotive niches · −3 vs the category median of 4946
- Market size
- $60K/yr250K searches / yr
- 90-day growth
- -3.9%search demand this quarter
- Competition
- 28%top-5 click share · 65 brands · 99 sellers
Flapen Score
2003 Toyota Corolla against its category
The dotted line is the Automotive average. Past it, 2003 Toyota Corolla is stronger. Inside it, weaker.
Market
The 2003 Toyota Corolla market on Amazon at a glance
Shoppers on Amazon United States searched for 2003 Toyota Corolla 250K times last year and spent an estimated $60K. The top 5 brands take 32% of clicks. Flapen scores it 46 out of 100, a Fail.
01 · Demand
An estimated 0.4% of those searches ended in a purchase.
Shoppers searched for this 250K times in the last 12 months. That counts every search on Amazon United States for this niche's terms. An estimated 0.4% of those searches ended in a purchase. Searches in the last 90 days moved -3.9% against the 90 days before. Searches, conversion and average price together put the market at an estimated $60K a year.
- Searches, last 12 months
- 250K
- Growth, 90 days vs prior 90
- -3.9%
- Conversion, latest week
- 0.4%
- Market size, estimated
- $60Ka year
- Top search term
- 2005 toyota corolla accessories20K searches a year
02 · Price
A sale here is worth $60.35.
Listings sell for $60.35 on average, from $7.15 to $374.97. Amazon reports units sold in ranges. This niche sold 1K to 1K a year. The average listing sells 0 to 100 of them. At $60.35 that is $0 to $6K a year per listing.
- Average price
- $60.35inside the $15 to $100 sweet spot
- Price range
- $7.15–$374.97
- Amazon United States median price
- $24.38across 115,062 niches
- Units sold a year
- 1K–1K
- Units per listing a year
- 0–100
- Revenue per listing a year
- $0–$6K
- Returns
- 3.0%of orders · Amazon United States median 2.1%
03 · Entry bar
The bar here is ads and reviews.
91% of listings pay for placement with sponsored ads. 94% ship with Prime. On an average day, 5.9% of listings are out of stock. The average listing ranks #1,264 within Body & Trim. It carries 3,286 reviews at 4.43 stars, so a new listing needs social proof before a better product.
- Sponsored listings
- 91%
- Prime listings
- 94%
- Out of stock, average day
- 5.9%
- Average rank
- #1,264in Body & Trim
- Average rating
- 4.43 starsAmazon United States average 4.42 stars
- Average reviews
- 3,286per listing
- Listings tracked
- 69
04 · Newcomers
3 of last year's 10 launches cleared the first-year sales bar.
10 products launched here in the last 12 months. 3 of them cleared the first-year sales bar, our mark for a successful launch. The brands on the shelf have sold for 42 months on average, so the names here are settling in.
- Launched, last 12 months
- 10
- Successful launches
- 3Amazon's first-year sales bar
- Average brand age
- 42 months
Products
Top 2003 Toyota Corolla products & what they sell for
The products selling here, as shoppers see them on Amazon. Shelf share and sales are our estimates.
Prices and ratings read from Amazon on Jul 9, 2026. The live listing can differ.
Top sellers
by estimated 90-day click share
Center Console Storage Box Repair Trim Bezel Cover fits Toyota Corolla 03-08 Door
- Price
- $21.98
- Rating
- 4.6/5
- Reviews
- 39
- Age
- 1y ago

Window Visors Rain Guards Shield for 2003-2008 Toyota Corolla Out-Channel Window Vent Wind Deflectors Visors Shades for 03-08 Corolla
- Price
- $32.32
- Rating
- 4.0/5
- Reviews
- 11,699
- Age
- 2y ago

AUTOGINE 6 Piece White LED Interior Lights Kit for Toyota Corolla 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 Super Bright 6000K Interior LED Light Bulbs Package + Install Tool
- Price
- $16.17
- Rating
- 4.6/5
- Reviews
- 397
- Age
- 7y ago

YzusGomumu 4Pcs Window Moulding Trim Weatherstrip Window Seal Belt Compatible with 2003 2004 2005 2006 2007 2008 Toyota Corolla Replaces 75730-02180 75710-02200 75740-02180 75720-02200
- Price
- $34.79
- Rating
- 4.7/5
- Reviews
- 82
- Age
- 2y ago

QBUC for Toyota Key Fob Cover with Keychain Car Key Case fit for Toyota 2007-2011 Camry | 2008-2013 Avalon Corolla | 2009-2016 Venza 4 Buttons Smart Remote Control (Black 4 Buttons)
- Price
- $13.10
- Rating
- 4.5/5
- Reviews
- 509
- Age
- 2y ago
Trending
estimated 90-day click momentum
QBUC for Toyota Key Fob Cover with Keychain Car Key Case fit for Toyota 2007-2011 Camry | 2008-2013 Avalon Corolla | 2009-2016 Venza 4 Buttons Smart Remote Control (Black 4 Buttons)
- Price
- $13.10
- Rating
- 4.5/5
- Reviews
- 509
- Age
- 2y ago

Center Console Storage Box Repair Trim Bezel Cover fits Toyota Corolla 03-08 Door
- Price
- $21.98
- Rating
- 4.6/5
- Reviews
- 39
- Age
- 1y ago

VTVWNM Dash Cover Mat for Toyota Corolla 2003 2004 2005 2006 2007 2008 Non-Slip Dashboard Cover Mat Sunshade UV Rays Protector Interior Accessories
- Price
- $26.75
- Rating
- 4.4/5
- Reviews
- 282
- Age
- 9mo ago

Floor Mats for Toyota Corolla 2003 2004 2005 2006 2007 2008 NOT Fit for with Rear Seat Vents Custom Fit TPE Waterproof Corolla Mats Corolla Mats Accessories for Man Woman
- Price
- $84.20
- Rating
- 4.3/5
- Reviews
- 22
- Age
- 1y ago

Binmotor-All Weather Floor Mats for Toyota Corolla 2003-2008 (Without Heating Vents Below The Front Row Seats) Include 1st+2nd Row TPE Rubber Liners Custom Fit for Toyota Corolla Accessories
- Price
- $92.24
- Rating
- 4.7/5
- Reviews
- 1,311
- Age
- 10mo ago
Newest
by launch date
VTVWNM Dash Cover Mat for Toyota Corolla 2003 2004 2005 2006 2007 2008 Non-Slip Dashboard Cover Mat Sunshade UV Rays Protector Interior Accessories
- Price
- $26.75
- Rating
- 4.4/5
- Reviews
- 282
- Age
- 9mo ago

ALMULOO Front Grille Compatible with 2003-2007 Toyota Corolla Bumper Hood Grill Mesh Black Powder Coated
- Price
- $25.94
- Rating
- 4.0/5
- Reviews
- 46
- Age
- 10mo ago

Binmotor-All Weather Floor Mats for Toyota Corolla 2003-2008 (Without Heating Vents Below The Front Row Seats) Include 1st+2nd Row TPE Rubber Liners Custom Fit for Toyota Corolla Accessories
- Price
- $92.24
- Rating
- 4.7/5
- Reviews
- 1,311
- Age
- 10mo ago

HAFIDI Floor Mats Custom for Toyota Corolla 2003-2008 (for Models Without Heating Vents Below The Front Row Seat) All Weather TPE Heavy Duty Non-Slip Automotive Floor Liners Accessories Black
- Price
- $89.04
- Rating
- 4.3/5
- Reviews
- 6
- Age
- 11mo ago

BDFHYK Mud Flaps Splash Guards High Temperature Resistance Front & Rear Side Mud Guards PP and TPO Material Compatible with Toyota Corolla 2003-2008 (Sedan Only) 9th Gen 4 Pcs Black
- Price
- $18.85
- Rating
- 4.4/5
- Reviews
- 375
- Age
- 1y ago
Competition
Competition: brands, sellers & click share
The top 5 products take an estimated 28% of clicks, no more. An open shelf where new products get seen.
Brands
65 falling
Sellers
99
Est. top-5 brand share
32%
Top 20: 63%
Est. top-5 click share
28%
Top 20: 62%
Open market
68%
- Generic9%
- YQAUTEC7%
- AUTOGINE5%
- YzusGomumu4%
- SCITOO3%
- QBUC3%
Demand
2003 Toyota Corolla search demand
Weekly searches over the year. Pick a range.
Search terms
Top 2003 Toyota Corolla search terms shoppers use
The exact words shoppers type, with estimated yearly volume, growth, and conversion.
- 2005 toyota corolla accessories20K/yr
- corolla 200514K/yr
- 2003 toyota corolla accessories11K/yr
- toyota corolla 2006 accessories13K/yr
- toyota corolla 200515K/yr
- 2004 toyota corolla12K/yr
- 2003 toyota corolla15K/yr
- toyota corolla 200313K/yr
- 2006 toyota corolla accessories12K/yr
- 2006 toyota corolla13K/yr
Reviews and returns
What reviews say buyers love and hate about 2003 Toyota Corolla
We read the reviews and the return reasons for every product selling here.
“Didn't fit”
Every topic
Every topic buyers talk about, one row each.
Red shows the share of negative reviews and green the share of positive reviews, biggest topic first. Open a row to read what they wrote.
17 topics
Keep looking
Related niches
Niches in the same category that score near this one. Research these next.
Best Flapen score
The highest-scoring niches we track right now, across every category.
FAQ
Common 2003 Toyota Corolla questions
Answered from the same tracked data.
Figures on this page are estimates modeled from public Amazon pages and third-party keyword data. Amazon does not supply them, and no connected seller's data is used. How we handle Amazon data









