first visit at McDonald's, what do I need to bring?
Question · by holiday_clover · Member since Aug 2026 · 31 posts · 1w8 days ago
Fast food restaurant in Sunnyvale, CA
3.5 · 1,912 reviewsOpens today at 5 AMOpens today at 5 AM
Classic, long-running fast-food chain known for its burgers & fries.
Eligible to offer 20% cashback to customers who shop here.OrbitBack
Add your name so AI can say who owns the business
Unclaimed · Replies to reviews · Add the year you opened so AI can say how long you've been open
ConfirmedVisitor submittedAI guess
Updated Oct 26, 2026Last activity 8 days ago, a question from holiday_clover.
17 asked · 0 answered by McDonald's
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What McDonald's offers, what it costs, and what people come for.
No code detected[Photo 1]
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No code detected[Photo 4]When it's quiet, where to park, and what's nearby.
Una Más Mexican Grill is a 1 minute walk for Mexican food. Merit Vegan Restaurant is a 1 minute walk for vegan food. Bagel Place Cafe is a 2 minute walk for bagels.
Nearby places from Google Maps, read Oct 26, 2026.
Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.
What reviews, press and directories say about McDonald's.
3.5from 1,912 reviews on Google
This McDonald's struggles with order accuracy and long wait times, leading to a frustrating customer experience. Customers frequently report long wait times and issues with order accuracy, particularly in the drive-thru. Many express frustration over receiving incorrect or incomplete orders, while some mention the food quality as subpar. The experience often feels chaotic, with a lack of clear communication from staff.
The AI Score is out of 100, read from 8 signals across search and AI.
40 Sunnyvale avg
Signal and how much it countsMcDonald's
Every business is scored the same way, and nobody can pay for a better score.
McDonald's, as AI sees it. Blue signals help McDonald's, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about McDonald's. The code version is exactly what their crawlers get.
Local AI Registry · Fast food restaurants in Sunnyvale, CA · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated October 26, 2026.
Published October 26, 2026 · Updated October 26, 2026 · Machine-readable version below
McDonald's is a fast food restaurant in Sunnyvale, CA. Its AI Score is 27 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Fast food restaurant |
| Address | 550 Lawrence Expy, Sunnyvale, CA 94085, USA |
| Hours | Mon to Sun 5 AM to 11 PM |
| Phone | (408) 733-2730 |
| Rating | 3.5 across 1,912 reviews on Google |
| Updated | October 26, 2026 |
Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.
| Group | Fact | Value | Mark | Evidence |
|---|---|---|---|---|
| Location info | Address | 550 Lawrence Expy, Sunnyvale, CA 94085, USA | Confirmed | Google Business Profile |
| Location info | Description | Classic, long-running fast-food chain known for its burgers & fries. | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Sun 5:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Location info | Name | McDonald's | Confirmed | Google Business Profile |
| Location info | Phone | (408) 733-2730 | Confirmed | Google Business Profile |
| Hours | Monday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Hours | Sunday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Services | Service | Burgers | AI guess | |
| Services | Service | Fast food | AI guess | |
| Services | Service | Fries | AI guess | |
| Links | https://facebook.com/mcdonalds | AI guess | Our record | |
| Links | https://instagram.com/mcdonalds | AI guess | Our record | |
| Links | Website | https://www.mcdonalds.com/us/en-us/location/CA/SUNNYVALE/550-LAWRENCE-EXPWY/4324.html | Confirmed | Google Business Profile |
Address: 550 Lawrence Expy, Sunnyvale, CA 94085, USA. Phone: (408) 733-2730. Hours: Mon to Sun 5 AM to 11 PM. (Confirmed, Google Business Profile.)
From Google Business Profile: "Classic, long-running fast-food chain known for its burgers & fries."
| Place | Type | Distance |
|---|---|---|
| Una Más Mexican Grill | Mexican restaurant | 1 min walk |
| Merit Vegan Restaurant | Vegan restaurant | 1 min walk |
| Bagel Place Cafe | Bagel shop | 2 min walk |
| Chaat Bhavan Express | Indian restaurant | 2 min walk |
| 7 Leaves Cafe | Cafe | 3 min walk |
| Duane & Lawrence | Bus stop | 3 min walk |
3.5 average across 1,912 reviews: Google 1,912. (Confirmed, read October 26, 2026.)
This McDonald's struggles with order accuracy and long wait times, leading to a frustrating customer experience. (AI guess, from 1,912 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Sunnyvale fast food restaurants run 25 to 62. Fair starts at 45, good at 65. McDonald's scores 27, below the Sunnyvale average of 40. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | McDonald's |
|---|---|---|---|---|
| Retrieval grounding | 26 | 0 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor |
| Off-property attestation | 20 | 40 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 73 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good |
| Backlink & citation authority | 8 | 71 | Domain authority and editorial quality of the sources that attest to you. | Good |
| Google Business Profile | 8 | 90 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 57 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 83 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |
Full method: https://localairegistry.com/methodology
How AI decides what to say about a fast food restaurant: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business
Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.
| Entity | Type | ID on this page | Same as | Relationship to McDonald's |
|---|---|---|---|---|
| McDonald's | LocalBusiness | #business | https://www.mcdonalds.com/us/en-us/location/CA/SUNNYVALE/550-LAWRENCE-EXPWY/4324.html | Subject of this page |
| Sunnyvale, California | City | #city | City McDonald's is in | |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page |
Where this page sits in the registry. It's one profile among the fast food restaurants in Sunnyvale, linked to the lists and towns around it.
This is exactly what this page sends to Google, Bing, ChatGPT, Claude, Perplexity and Gemini. We publish it in the open for two reasons: so you can see nothing here is hidden or made up, and so any business or developer can copy it. Being a good local AI steward means the machine version says exactly what the human version says.
Sent before the page. They tell crawlers the canonical address and that a plain markdown copy exists.
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Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.
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One connected graph. Every person and service has its own @id and links to the business, and a licensed person links to the license and the board that issued it.
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# McDonald's, Sunnyvale CA: Reviews Source: Local AI Registry, https://localairegistry.com/biz/ca/sunnyvale/mcdonald-s-sunnyvale-ca. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-10-26. Canonical: https://localairegistry.com/biz/ca/sunnyvale/mcdonald-s-sunnyvale-ca ## Photos -  -  -  -  -  ## In short McDonald's is a fast food restaurant in Sunnyvale, CA. Its AI Score is 27 of 100, which is poor. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Fast food restaurant | | Address | 550 Lawrence Expy, Sunnyvale, CA 94085, USA | | Hours | Mon to Sun 5 AM to 11 PM | | Phone | (408) 733-2730 | | Rating | 3.5 across 1,912 reviews on Google | | Updated | October 26, 2026 | ## All the details Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from. | Group | Fact | Value | Mark | Evidence | | --- | --- | --- | --- | --- | | Location info | Address | 550 Lawrence Expy, Sunnyvale, CA 94085, USA | Confirmed | Google Business Profile | | Location info | Description | Classic, long-running fast-food chain known for its burgers & fries. | Confirmed | Google Business Profile | | Location info | Hours | Mon to Sun 5:00 AM to 11:00 PM | Confirmed | Google Business Profile | | Location info | Name | McDonald's | Confirmed | Google Business Profile | | Location info | Phone | (408) 733-2730 | Confirmed | Google Business Profile | | Hours | Monday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile | | Hours | Wednesday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile | | Hours | Thursday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile | | Hours | Friday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile | | Hours | Saturday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile | | Hours | Sunday | 5:00 AM to 11:00 PM | Confirmed | Google Business Profile | | Services | Service | Burgers | AI guess | | | Services | Service | Fast food | AI guess | | | Services | Service | Fries | AI guess | | | Links | Facebook | https://facebook.com/mcdonalds | AI guess | Our record | | Links | Instagram | https://instagram.com/mcdonalds | AI guess | Our record | | Links | Website | https://www.mcdonalds.com/us/en-us/location/CA/SUNNYVALE/550-LAWRENCE-EXPWY/4324.html | Confirmed | Google Business Profile | ## Services and prices Add your services so AI can say what you offer ### Known for Share your review link so AI can say what you're known for ## The team Add your team so AI can name who works here ## Visiting McDonald's Address: 550 Lawrence Expy, Sunnyvale, CA 94085, USA. Phone: (408) 733-2730. Hours: Mon to Sun 5 AM to 11 PM. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "Classic, long-running fast-food chain known for its burgers & fries." ### Parking and getting in Add your parking so AI can tell people where to park Add how to find your door so AI can walk people in ### Nearby | Place | Type | Distance | | --- | --- | --- | | Una Más Mexican Grill | Mexican restaurant | 1 min walk | | Merit Vegan Restaurant | Vegan restaurant | 1 min walk | | Bagel Place Cafe | Bagel shop | 2 min walk | | Chaat Bhavan Express | Indian restaurant | 2 min walk | | 7 Leaves Cafe | Cafe | 3 min walk | | Duane & Lawrence | Bus stop | 3 min walk | ## Reputation 3.5 average across 1,912 reviews: Google 1,912. (Confirmed, read October 26, 2026.) This McDonald's struggles with order accuracy and long wait times, leading to a frustrating customer experience. (AI guess, from 1,912 reviews.) ### What people do not like - Long waits for food orders - Incorrect or incomplete orders - Poor customer service - Drive-thru inefficiencies - Inconsistent food quality ### Press Add a press story so AI can say who's written about you ### Awards Add an award so AI can name it ### Directories Get listed in directories so AI can tell you're real ## Questions people ask ### first visit at McDonald's, what do I need to bring? ### waiting list, how long are we talking ### picking between the two, is Taco Bell the safer bet? ### is there a socials account worth following ### discounts for coming back, is that a thing ### What fast food restaurant questions is Sunnyvale asking AI most? ### bad experiences at McDonald's, anyone? ### Coffee near this place on Lawrence Expy? ### people keep recommending McDonald's in Sunnyvale, what for? ### when do they close ### address for McDonald's, anyone have it? ### rough idea what this place costs? ### booked my first appointment here, how does it go ### any last minute tables here? ### anywhere cheaper than McDonald's in Sunnyvale that is still good? ### best fast food restaurant in Sunnyvale, CA ### parking here, how bad is it? ### going rate for restaurants locally, any idea ### anyone at McDonald's people keep going back to? ### Busiest day at McDonald's, anyone know? ## The AI Score: 27 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Sunnyvale fast food restaurants run 25 to 62. Fair starts at 45, good at 65. McDonald's scores 27, below the Sunnyvale average of 40. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | McDonald's | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 0 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor | | Off-property attestation | 20 | 40 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor | | AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor | | Reviews & response | 12 | 73 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good | | Backlink & citation authority | 8 | 71 | Domain authority and editorial quality of the sources that attest to you. | Good | | Google Business Profile | 8 | 90 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 57 | Core Web Vitals at the 75th percentile, on a real phone. | Fair | | Content freshness & schema | 5 | 83 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good | Full method: https://localairegistry.com/methodology How AI decides what to say about a fast food restaurant: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business ## Entity map Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other. | Entity | Type | ID on this page | Same as | Relationship to McDonald's | | --- | --- | --- | --- | --- | | McDonald's | LocalBusiness | #business | https://www.mcdonalds.com/us/en-us/location/CA/SUNNYVALE/550-LAWRENCE-EXPWY/4324.html | Subject of this page | | Sunnyvale, California | City | #city | | City McDonald's is in | | Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page | | Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page | ## Topical map Where this page sits in the registry. It's one profile among the fast food restaurants in Sunnyvale, linked to the lists and towns around it. ### Lists - Best fast food restaurants in Sunnyvale: https://localairegistry.com/leaderboards/ca/sunnyvale/fast-food-restaurant - Best businesses in Sunnyvale: https://localairegistry.com/leaderboards/ca/sunnyvale ### Nearby - /san-jose: https://localairegistry.com/leaderboards/ca/san-jose - /los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles - /san-francisco: https://localairegistry.com/leaderboards/ca/san-francisco - /san-diego: https://localairegistry.com/leaderboards/ca/san-diego - /irvine: https://localairegistry.com/leaderboards/ca/irvine - /mountain-view: https://localairegistry.com/leaderboards/ca/mountain-view ### Every list - Every leaderboard in California: https://localairegistry.com/leaderboards/ca ## References ### Sources cited - [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJS4ocNSC2j4ARZFujRKm7ukg (accessed Oct 26, 2026) - [2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 26, 2026, https://localairegistry.com/methodology (accessed Oct 26, 2026)
The files every page on the registry shares, and how to copy this code for your own site, are here: https://localairegistry.com/developers
Every source behind this page, including every post and comment from locals. Each has its own permanent link, so AI engines can check it and anything copied from here carries its link back.
You're free to copy anything on this page, as long as you keep the reference links. How to copy it or link to it
The whole page exactly as crawlers get it: head tags, one connected JSON-LD graph, and every section in semantic HTML.
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<p>Local AI Registry · Fast food restaurants in Sunnyvale, CA · Editorial</p>
<h2>McDonald's, Sunnyvale CA: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated October 26, 2026.</p>
<p>Published October 26, 2026 · Updated October 26, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>McDonald's is a fast food restaurant in Sunnyvale, CA. Its AI Score is 27 of 100, which is poor.</p>
<p>What each mark on this page means: https://localairegistry.com/methodology#marks</p>
</section>
<section id="ai-key-facts">
<h3>Key facts</h3>
<table>
<thead><tr><th scope="col">Fact</th><th scope="col">Value</th></tr></thead>
<tbody>
<tr><td>Type</td><td>Fast food restaurant</td></tr>
<tr><td>Address</td><td>550 Lawrence Expy, Sunnyvale, CA 94085, USA</td></tr>
<tr><td>Hours</td><td>Mon to Sun 5 AM to 11 PM</td></tr>
<tr><td>Phone</td><td>(408) 733-2730</td></tr>
<tr><td>Rating</td><td>3.5 across 1,912 reviews on Google</td></tr>
<tr><td>Updated</td><td>October 26, 2026</td></tr>
</tbody>
</table>
</section>
<section id="ai-all-the-details">
<h3>All the details</h3>
<p>Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.</p>
<table>
<thead><tr><th scope="col">Group</th><th scope="col">Fact</th><th scope="col">Value</th><th scope="col">Mark</th><th scope="col">Evidence</th></tr></thead>
<tbody>
<tr><td>Location info</td><td>Address</td><td>550 Lawrence Expy, Sunnyvale, CA 94085, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>Classic, long-running fast-food chain known for its burgers & fries.</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Sun 5:00 AM to 11:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>McDonald's</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(408) 733-2730</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>5:00 AM to 11:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>5:00 AM to 11:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>5:00 AM to 11:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>5:00 AM to 11:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>5:00 AM to 11:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>5:00 AM to 11:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>5:00 AM to 11:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Services</td><td>Service</td><td>Burgers</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Fast food</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Fries</td><td>AI guess</td><td></td></tr>
<tr><td>Links</td><td>Facebook</td><td>https://facebook.com/mcdonalds</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Instagram</td><td>https://instagram.com/mcdonalds</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Website</td><td>https://www.mcdonalds.com/us/en-us/location/CA/SUNNYVALE/550-LAWRENCE-EXPWY/4324.html</td><td>Confirmed</td><td>Google Business Profile</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<h4>Known for</h4>
</section>
<section id="ai-the-team">
<h3>The team</h3>
</section>
<section id="ai-visiting-mcdonald-s">
<h3>Visiting McDonald's</h3>
<p>Address: 550 Lawrence Expy, Sunnyvale, CA 94085, USA. Phone: (408) 733-2730. Hours: Mon to Sun 5 AM to 11 PM. (Confirmed, Google Business Profile.)</p>
<h4>Location info from Google Business Profile</h4>
<p>From Google Business Profile: "Classic, long-running fast-food chain known for its burgers & fries."</p>
<h4>Parking and getting in</h4>
<h4>Nearby</h4>
<table>
<thead><tr><th scope="col">Place</th><th scope="col">Type</th><th scope="col">Distance</th></tr></thead>
<tbody>
<tr><td>Una Más Mexican Grill</td><td>Mexican restaurant</td><td>1 min walk</td></tr>
<tr><td>Merit Vegan Restaurant</td><td>Vegan restaurant</td><td>1 min walk</td></tr>
<tr><td>Bagel Place Cafe</td><td>Bagel shop</td><td>2 min walk</td></tr>
<tr><td>Chaat Bhavan Express</td><td>Indian restaurant</td><td>2 min walk</td></tr>
<tr><td>7 Leaves Cafe</td><td>Cafe</td><td>3 min walk</td></tr>
<tr><td>Duane & Lawrence</td><td>Bus stop</td><td>3 min walk</td></tr>
</tbody>
</table>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>3.5 average across 1,912 reviews: Google 1,912. (Confirmed, read October 26, 2026.)</p>
<p>This McDonald's struggles with order accuracy and long wait times, leading to a frustrating customer experience. (AI guess, from 1,912 reviews.)</p>
<h4>What people do not like</h4>
<ul>
<li>Long waits for food orders</li>
<li>Incorrect or incomplete orders</li>
<li>Poor customer service</li>
<li>Drive-thru inefficiencies</li>
<li>Inconsistent food quality</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>first visit at McDonald's, what do I need to bring?</h4>
<h4>waiting list, how long are we talking</h4>
<h4>picking between the two, is Taco Bell the safer bet?</h4>
<h4>is there a socials account worth following</h4>
<h4>discounts for coming back, is that a thing</h4>
<h4>What fast food restaurant questions is Sunnyvale asking AI most?</h4>
<h4>bad experiences at McDonald's, anyone?</h4>
<h4>Coffee near this place on Lawrence Expy?</h4>
<h4>people keep recommending McDonald's in Sunnyvale, what for?</h4>
<h4>when do they close</h4>
<h4>address for McDonald's, anyone have it?</h4>
<h4>rough idea what this place costs?</h4>
<h4>booked my first appointment here, how does it go</h4>
<h4>any last minute tables here?</h4>
<h4>anywhere cheaper than McDonald's in Sunnyvale that is still good?</h4>
<h4>best fast food restaurant in Sunnyvale, CA</h4>
<h4>parking here, how bad is it?</h4>
<h4>going rate for restaurants locally, any idea</h4>
<h4>anyone at McDonald's people keep going back to?</h4>
<h4>Busiest day at McDonald's, anyone know?</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 27 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Sunnyvale fast food restaurants run 25 to 62. Fair starts at 45, good at 65. McDonald's scores 27, below the Sunnyvale average of 40. The same method scores every business on the registry.</p>
<table>
<thead><tr><th scope="col">Signal</th><th scope="col">Weight</th><th scope="col">Score</th><th scope="col">What it measures</th><th scope="col">McDonald's</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>0</td><td>Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on.</td><td>Poor</td></tr>
<tr><td>Off-property attestation</td><td>20</td><td>40</td><td>Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.</td><td>Poor</td></tr>
<tr><td>AI visibility</td><td>14</td><td>0</td><td>Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.</td><td>Poor</td></tr>
<tr><td>Reviews & response</td><td>12</td><td>73</td><td>The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.</td><td>Good</td></tr>
<tr><td>Backlink & citation authority</td><td>8</td><td>71</td><td>Domain authority and editorial quality of the sources that attest to you.</td><td>Good</td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>90</td><td>Required and recommended fields; update cadence. The listing AI pulls from first.</td><td>Good</td></tr>
<tr><td>Speed & mobile</td><td>7</td><td>57</td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td>Fair</td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>83</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Good</td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
<p>How AI decides what to say about a fast food restaurant: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business</p>
</section>
<section id="ai-entity-map">
<h3>Entity map</h3>
<p>Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.</p>
<table>
<thead><tr><th scope="col">Entity</th><th scope="col">Type</th><th scope="col">ID on this page</th><th scope="col">Same as</th><th scope="col">Relationship to McDonald's</th></tr></thead>
<tbody>
<tr><td>McDonald's</td><td>LocalBusiness</td><td>#business</td><td>https://www.mcdonalds.com/us/en-us/location/CA/SUNNYVALE/550-LAWRENCE-EXPWY/4324.html</td><td>Subject of this page</td></tr>
<tr><td>Sunnyvale, California</td><td>City</td><td>#city</td><td></td><td>City McDonald's is in</td></tr>
<tr><td>Local AI Registry</td><td>Organization</td><td>#publisher</td><td>https://localairegistry.com</td><td>Publisher of this page</td></tr>
<tr><td>Steve Lee</td><td>Person</td><td>#author</td><td>https://localairegistry.com/team/steve-lee</td><td>Author of this page</td></tr>
</tbody>
</table>
</section>
<section id="ai-topical-map">
<h3>Topical map</h3>
<p>Where this page sits in the registry. It's one profile among the fast food restaurants in Sunnyvale, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best fast food restaurants in Sunnyvale: https://localairegistry.com/leaderboards/ca/sunnyvale/fast-food-restaurant</li>
<li>Best businesses in Sunnyvale: https://localairegistry.com/leaderboards/ca/sunnyvale</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/san-jose: https://localairegistry.com/leaderboards/ca/san-jose</li>
<li>/los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles</li>
<li>/san-francisco: https://localairegistry.com/leaderboards/ca/san-francisco</li>
<li>/san-diego: https://localairegistry.com/leaderboards/ca/san-diego</li>
<li>/irvine: https://localairegistry.com/leaderboards/ca/irvine</li>
<li>/mountain-view: https://localairegistry.com/leaderboards/ca/mountain-view</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in California: https://localairegistry.com/leaderboards/ca</li>
</ul>
</section>
<section id="ai-references">
<h3>References</h3>
<h4>Sources cited</h4>
<ul>
<li>[1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJS4ocNSC2j4ARZFujRKm7ukg (accessed Oct 26, 2026)</li>
<li>[2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 26, 2026, https://localairegistry.com/methodology (accessed Oct 26, 2026)</li>
</ul>
</section>
</article>
</main>
</body>
</html>This is the evidence for every fact on this page, across Locals, Services, Team, Visit, Reputation and Updates. Each reference names the fact, the source, what kind of source it is, and the date it was checked, with a link and an archived copy so anyone can verify it. Visitor references are dated firsthand accounts. AI guesses record what an AI engine said on that date, not what is true.