The registry · Los Angeles, CA
The best fast food restaurants in Los Angeles.
Ranked by one method — the same checks for every business. Never sold, never sponsored.
© Mapbox © OpenStreetMap
The read
The fast food landscape in Los Angeles reveals some clear frontrunners, with Lucy's Drive Thru taking the top spot despite a modest AI score of 33. This local favorite has managed to carve out a niche for itself, appealing to customers through its unique offerings and community engagement. However, it is notable that Farmer Boys and Jack in the Box, with significantly more reviews, are trailing closely behind at scores of 27, indicating a competitive yet crowded market where customer feedback plays a pivotal role in visibility and ranking.
Interestingly, the leaderboard showcases a stark divide between the leaders and those further down the list. Wendy's, with its lower rating of 3.5 stars and an AI score of 26, highlights the challenges of maintaining visibility and engagement in an increasingly saturated sector. The varying levels of customer interaction and response rates among these businesses suggest that those who prioritize freshness in content and active customer engagement are pulling away from the long tail, making it crucial for restaurants to adapt and innovate in order to remain relevant.
The named
Who's winning, and why.
- 133/100
Top choice for fast food lovers
Lucy's Drive Thru stands out as the top fast food restaurant in Los Angeles with a solid 4-star rating from 692 reviews. Their impressive review response score of 75 showcases their commitment to customer engagement, setting them apart from competitors. Additionally, their Google Business Profile score of 78 indicates a well-optimized presence, helping attract more customers. With a strong off-property attestation score of 40, they maintain a consistent reputation that resonates with diners, ensuring they remain the go-to choice for fast food enthusiasts.
Cited by
- ChatGPT
- Gemini
- Perplexity
- Retrieval grounding
- —
- Off-property attestation
- 40
- AI visibility
- 0
- Reviews & response
- 75
- Backlink & citation authority
- —
- Google Business Profile
- 78
- Speed & mobile
- —
- Content freshness & schema
- —
- 227/100
Top-rated for reviews and engagement
Farmer Boys stands out in Los Angeles' fast food scene with an impressive review score of 4.3 stars from 4,673 reviews, showcasing a strong connection with customers. They excel in both reviews & response and Google Business Profile metrics, scoring 90 in each category, significantly above the field averages of 83 and 84, respectively. This high engagement level indicates their commitment to customer feedback and visibility, allowing them to effectively attract and retain loyal patrons.
Cited by
- ChatGPT
- Gemini
- Perplexity
- Retrieval grounding
- 0
- Off-property attestation
- 40
- AI visibility
- 0
- Reviews & response
- 90
- Backlink & citation authority
- 62
- Google Business Profile
- 90
- Speed & mobile
- 83
- Content freshness & schema
- 54
- 327/100
Top-notch reviews and engagement
Jack in the Box stands out in Los Angeles' fast food scene with an impressive review response score of 86, surpassing the field average by six points. This indicates a strong commitment to customer feedback and engagement, fostering loyalty among patrons. Additionally, their content freshness and schema score of 74 further enhances their online presence, four points above average, ensuring that their menu and promotions remain relevant. These factors contribute to their solid ranking and customer satisfaction in a competitive market.
Cited by
- ChatGPT
- Gemini
- Perplexity
- Retrieval grounding
- 0
- Off-property attestation
- 40
- AI visibility
- 0
- Reviews & response
- 86
- Backlink & citation authority
- 65
- Google Business Profile
- 90
- Speed & mobile
- 60
- Content freshness & schema
- 74
The record
Ranks 4–5.
- 4AIReply rate
0%
26/100— - 5AIReply rate
88%
25/100—
How we ranked these
No pay-to-play. No sponsored spots. No kickbacks.
Every business is scored the same way, on the same eight signals. We don't take money to move rankings and we don't accept submissions. If you're on this list, the scoring pipeline put you there.
- S1Retrieval grounding26%
- S2Off-property attestation20%
- S3AI visibility14%
- S4Reviews & response12%
- S5Backlink & citation authority8%
- S6Google Business Profile8%
- S7Speed & mobile7%
- S8Content freshness & schema5%
Your turn
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