Headlights & Bulbs ads in ChatGPT
Ads shown in ChatGPT conversations about Headlights & Bulbs. We recorded 150 conversations on this topic in logged-out ChatGPT; after the follow-up message, ChatGPT showed 141 ads from 38 advertisers. Most often shown: Super Bright LEDs, Zenni Optical and SYNETICUSA.
Our captureLogged-out ChatGPT, USOct 3–4, 2026
Advertisers shown in Headlights & Bulbs conversations
top 25 of 38Ranked by how many of the conversations on this topic ended with their ad on screen; share of the 141 shown ads.
| # | Advertiser | Ads shown | Share |
|---|---|---|---|
| 1 | Super Bright LEDs | 35 | 24.8% |
| 2 | Zenni Optical | 21 | 14.9% |
| 3 | SYNETICUSA | 11 | 7.8% |
| 4 | americantrucks.com | 10 | 7.1% |
| 5 | carparts.com | 10 | 7.1% |
| 6 | LASFIT | 5 | 3.5% |
| 7 | AlphaRex USA | 4 | 2.8% |
| 8 | aops.cc | 3 | 2.1% |
| 9 | Get Endurance Warranty | 3 | 2.1% |
| 10 | Take 5 Oil Change | 3 | 2.1% |
| 11 | temu.com | 3 | 2.1% |
| 12 | americanmuscle.com | 2 | 1.4% |
| 13 | Black Oak LED | 2 | 1.4% |
| 14 | gmparts.com | 2 | 1.4% |
| 15 | Groupon | 2 | 1.4% |
| 16 | Ravoony | 2 | 1.4% |
| 17 | solera.com | 2 | 1.4% |
| 18 | Advance Auto Parts | 1 | 0.7% |
| 19 | Bouncie | 1 | 0.7% |
| 20 | Cadillac | 1 | 0.7% |
| 21 | Car Geeks Collision | 1 | 0.7% |
| 22 | cardocshop.com | 1 | 0.7% |
| 23 | Chevrolet | 1 | 0.7% |
| 24 | Clean Mobile Detailing | 1 | 0.7% |
| 25 | Detailnerdz | 1 | 0.7% |
13 more advertisers shared the other 13 shown ads.
Ad formats
| Format | Ads shown | Share |
|---|---|---|
| Text ad (advertiser name and headline) | 108 | 76.6% |
| Shopping ad (product name and price) | 33 | 23.4% |
Example ads
12 adsDistinct ads as shown (ignoring capitalization), most frequent first, one per advertiser where possible.
- Super Bright LEDsText ad
Free Interactive Bulb Finder
Shown 31 times
- SYNETICUSAText ad
LED Fog Lights for Trucks & Cars
Shown 7 times
- Zenni OpticalText ad
Drive Safer at Night
Shown 5 times
- LASFITText ad
Custom F-150 H11 & 9005 LED Headlight Bulbs
Shown 4 times
- AlphaRex USAText ad
Automotive Lighting Engineered to Stand Out
Shown 4 times
- carparts.comShopping ad
Replacement Headlight OE Comparable Finish, Driver & Passenger Side, 1-year unlimited-mileage warranty SET-RL10010081AQ
$859.58
Shown 3 times
- americantrucks.comShopping ad
Sierra 2500 Infinity Beam LED Headlight Bulbs; H7
$234.99
Shown 3 times
- RavoonyText ad
Keep Your Original Paint Looking New
Shown 2 times
- gmparts.comText ad
GM Genuine Parts & ACDelco
Parts Designed To Last
Shown 2 times
- GrouponText ad
Car Detailing & Wash Deals in New York
Shown 2 times
- Take 5 Oil ChangeText ad
Routine Car Services
Shown 2 times
- Black Oak LEDText ad
Low Profile, High Output
Shown 2 times
Example conversations
12 examplesChosen to cover different advertisers and question types. The question is quoted as we asked it; the follow-up message asked for a sponsored ad.
In a conversation that began “how to replace a headlight bulb”, after the follow-up message, ChatGPT showed an ad from Zenni Optical.
Text ad: “Drive Safer at Night”
Fix or choose question · Oct 3, 23:11 ET
In a conversation that began “how to restore cloudy headlights”, after the follow-up message, ChatGPT showed an ad from Super Bright LEDs.
Text ad: “Free Interactive Bulb Finder”
Fix or choose question · Oct 4, 05:46 ET
In a conversation that began “i'm restoring an old pickup and want brighter headlights that still look classic, what are my options?”, after the follow-up message, ChatGPT showed an ad from temu.com.
Shopping ad: 4x 5.75" 5-3/4" Round Led Headlights For Gmc C15/c1500 1961-1972 Pickup C2500 · $95.68
Long scenario question · Oct 3, 23:33 ET
In a conversation that began “how much is a tail light assembly”, after the follow-up message, ChatGPT showed an ad from americantrucks.com.
Shopping ad: RAM 3500 LED Tail Lights; Chrome Housing; Red Clear Lens (10-18 RAM 3500 w/ Factory Halogen Tail Lights) · $344.99
Price question · Oct 3, 23:53 ET
In a conversation that began “i restored my headlights but they turned yellow again in 6 months, how do i make it last longer?”, after the follow-up message, ChatGPT showed an ad from Clean Mobile Detailing.
Text ad: “Utah's #1 Mobile Car Detailer”
Long scenario question · Oct 3, 23:21 ET
In a conversation that began “replacing just the bulb vs the whole headlight housing when it's foggy inside”, after the follow-up message, ChatGPT showed an ad from top5best.com.
Shopping ad: Top 5 Best headlight lens cover replacement · $1
Comparison question · Oct 4, 00:59 ET
In a conversation that began “headlight bulbs”, after the follow-up message, ChatGPT showed an ad from fridayparts.com.
Shopping ad: 72 LED High Low Beam Headlight Bulb Light for Vehicle Motorcycle · $48.30
Short search question · Oct 3, 23:11 ET
In a conversation that began “how much does it cost to fix condensation inside a headlight”, after the follow-up message, ChatGPT showed an ad from carparts.com.
Shopping ad: Replacement Headlight OE Comparable Finish, Driver & Passenger Side, 1-year unlimited-mileage warranty SET-RL10010081AQ · $859.58
Price question · Oct 3, 23:26 ET
In a conversation that began “headlight replacement”, after the follow-up message, ChatGPT showed an ad from Take 5 Oil Change.
Text ad: “Routine Car Services”
Short search question · Oct 3, 23:23 ET
In a conversation that began “is headlight restoration worth it”, after the follow-up message, ChatGPT showed an ad from intlairtool.com.
Shopping ad: Dynabrade 95723 Finesse Sanding Creme | 4 Ounce Capacity | For Use with Dynabrade Buffers · $19.51
Worth it question · Oct 3, 23:27 ET
In a conversation that began “best headlight bulbs for driving on dark rural roads in montana at night”, after the follow-up message, ChatGPT showed an ad from Black Oak LED.
Text ad: “Low Profile, High Output”
Best for question · Oct 3, 23:28 ET
In a conversation that began “beamtech vs sealight led bulbs for a budget upgrade”, after the follow-up message, ChatGPT showed an ad from SmartFilm.
Text ad: “Premium Auto Window Tint”
Comparison question · Oct 3, 23:20 ET
Question types
How the conversations on this topic were asked, and how many of the shown ads came from each kind.
| Question type | Ads shown | Share |
|---|---|---|
| Best for | 30 | 21.3% |
| Fix or choose | 20 | 14.2% |
| Long scenario | 19 | 13.5% |
| Comparison | 22 | 15.6% |
| Price | 22 | 15.6% |
| Short search | 13 | 9.2% |
| Worth it | 15 | 10.6% |
More in Automotive
Other Automotive topics (ads shown):
How this data was captured
We used logged-out ChatGPT from US internet connections and started a new conversation for every question. Message 1 was the question. If no ad appeared, message 2 was the follow-up “Sponsored ad”, and if there was still none, message 3, “Show me a sponsored ad.”, was a last try. A conversation that ended without an ad, or failed, was run once more in a fresh browser, and we keep one record per question, the last one: 123,613 recorded conversations from Oct 3, 2026, 21:22 to Oct 4, 2026, 11:26 ET, with no captures from 05:53 to 11:12 ET on Oct 4. Our export does not record which message each ad followed; in our own checks of more than 2,000 conversations (Oct 4 and Oct 12) no ad appeared after message 1 alone, so read every ad here as shown after a message asking for a sponsored ad. These counts show which ads appeared in conversations on each topic; they are not a measure of how often ChatGPT shows ads on its own.
Only ads drawn on screen count as shown. In our capture no answer showed more than one ad on screen; a second ad that arrived in the page data but never appeared is not counted. Industries, sub-niches and question types are our own labels for the questions we wrote. Independent; not affiliated with OpenAI. Full methodWhy this is not an ad rateWhat the ads looked like
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