Why do people rate MP Enterprises?
Question · by briefs_tess · Member since Aug 2026 · 7 posts · 3d3 days ago
Consulting firm in Fort Worth, TX
5.0 · 61 reviewsOpens today at 8 AMOpens today at 8 AM
MP Enterprises, located at 5601 Bridge St in Fort Worth, Texas, is a highly regarded consulting firm that has earned a stellar reputation among its clients, boasting a perfect five-star rating from 61 reviews. Known for its personalized approach and commitment to excellence, the firm provides valuable insights and guidance tailored to the unique needs of each client. With a welcoming atmosphere and a dedicated team, MP Enterprises stands out as a trusted partner for those seeking expert advice in the consulting space.
Eligible to offer 20% cashback to customers who shop here.OrbitBack
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Updated Nov 2, 2026Last activity 3 days ago, a question from briefs_tess.
17 asked · 0 answered by MP Enterprises
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What MP Enterprises offers, what it costs, and what people come for.
No code detected[Photo 1]
No code detected[Photo 2]
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No code detected[Photo 4]When it's quiet, where to park, and what's nearby.
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 MP Enterprises.
5.0from 61 reviews
Share your review link so AI can say who'd come backShare your review link so AI can say what customers likeThe AI Score is out of 100, read from 8 signals across search and AI.
15 Fort Worth avg
Signal and how much it countsMP Enterprises
Every business is scored the same way, and nobody can pay for a better score.
MP Enterprises, as AI sees it. Blue signals help MP Enterprises, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about MP Enterprises. The code version is exactly what their crawlers get.
Local AI Registry · Consulting firms in Fort Worth, TX · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated November 2, 2026.
Published November 2, 2026 · Updated November 2, 2026 · Machine-readable version below
MP Enterprises is a consulting firm in Fort Worth, TX. Its AI Score is 13 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Consulting firm |
| Address | 5601 Bridge St #490, Fort Worth, TX 76112, USA |
| Hours | Mon 8 AM to 7 PM · Tue to Sat 8 AM to 7 AM · Closed Sun |
| Rating | 5.0 across 61 reviews |
| Updated | November 2, 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 | Name | MP Enterprises | Confirmed | Google Business Profile |
| Location info | Address | 5601 Bridge St #490, Fort Worth, TX 76112, USA | Confirmed | Google Business Profile |
| Location info | Hours | Mon 8:00 AM to 7:00 PM · Tue to Sat 8:00 AM to 7:00 AM · Sun Closed | Confirmed | Google Business Profile |
| Hours | Monday | 8:00 AM to 7:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 8:00 AM to 7:00 AM | Confirmed | Google Business Profile |
| Hours | Wednesday | 8:00 AM to 7:00 AM | Confirmed | Google Business Profile |
| Hours | Thursday | 8:00 AM to 7:00 AM | Confirmed | Google Business Profile |
| Hours | Friday | 8:00 AM to 7:00 AM | Confirmed | Google Business Profile |
| Hours | Saturday | 8:00 AM to 7:00 AM | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Links | Website | http://mpenterprisesusa.com/ | Confirmed | Google Business Profile |
Address: 5601 Bridge St #490, Fort Worth, TX 76112, USA. Hours: Mon 8 AM to 7 PM · Tue to Sat 8 AM to 7 AM · Closed Sun. (Confirmed, Google Business Profile.)
5.0 average across 61 reviews.
It measures how likely AI engines are to recommend a business, and how accurately. Fort Worth consulting firms run 13 to 16. Fair starts at 45, good at 65. MP Enterprises scores 13, below the Fort Worth average of 15. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | MP Enterprises |
|---|---|---|---|---|
| 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 | 0 | 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 | 55 | 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. | Fair |
| Backlink & citation authority | 8 | Domain authority and editorial quality of the sources that attest to you. | ||
| Google Business Profile | 8 | 58 | Required and recommended fields; update cadence. The listing AI pulls from first. | Fair |
| Speed & mobile | 7 | Core Web Vitals at the 75th percentile, on a real phone. | ||
| Content freshness & schema | 5 | 17 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Poor |
Full method: https://localairegistry.com/methodology
How AI decides what to say about a consulting firm: 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 MP Enterprises |
|---|---|---|---|---|
| MP Enterprises | LocalBusiness | #business | http://mpenterprisesusa.com/ | Subject of this page |
| Fort Worth, Texas | City | #city | City MP Enterprises 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 consulting firms in Fort Worth, 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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}The article as plain text: the same headings, facts, marks and sources.
# MP Enterprises, Fort Worth TX: Reviews Source: Local AI Registry, https://localairegistry.com/biz/tx/fort-worth/mp-enterprises-fort-worth-tx. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-11-02. Canonical: https://localairegistry.com/biz/tx/fort-worth/mp-enterprises-fort-worth-tx ## Photos -  -  -  -  -  ## In short MP Enterprises is a consulting firm in Fort Worth, TX. Its AI Score is 13 of 100, which is poor. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Consulting firm | | Address | 5601 Bridge St #490, Fort Worth, TX 76112, USA | | Hours | Mon 8 AM to 7 PM · Tue to Sat 8 AM to 7 AM · Closed Sun | | Rating | 5.0 across 61 reviews | | Updated | November 2, 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 | Name | MP Enterprises | Confirmed | Google Business Profile | | Location info | Address | 5601 Bridge St #490, Fort Worth, TX 76112, USA | Confirmed | Google Business Profile | | Location info | Hours | Mon 8:00 AM to 7:00 PM · Tue to Sat 8:00 AM to 7:00 AM · Sun Closed | Confirmed | Google Business Profile | | Hours | Monday | 8:00 AM to 7:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 8:00 AM to 7:00 AM | Confirmed | Google Business Profile | | Hours | Wednesday | 8:00 AM to 7:00 AM | Confirmed | Google Business Profile | | Hours | Thursday | 8:00 AM to 7:00 AM | Confirmed | Google Business Profile | | Hours | Friday | 8:00 AM to 7:00 AM | Confirmed | Google Business Profile | | Hours | Saturday | 8:00 AM to 7:00 AM | Confirmed | Google Business Profile | | Hours | Sunday | Closed | Confirmed | Google Business Profile | | Links | Website | http://mpenterprisesusa.com/ | 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 MP Enterprises Address: 5601 Bridge St #490, Fort Worth, TX 76112, USA. Hours: Mon 8 AM to 7 PM · Tue to Sat 8 AM to 7 AM · Closed Sun. (Confirmed, Google Business Profile.) ### 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 ## Reputation 5.0 average across 61 reviews. ### 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 ### Why do people rate MP Enterprises? ### anyone here people keep going back to? ### quietest day to hit MP Enterprises? ### Street parking near here, any good? ### anything new here lately? ### is Rape Crisis any better ### any last minute meetings here? ### bad experiences at MP Enterprises, anyone? ### trying to book here, how long is the wait? ### best consulting firm in Fort Worth, TX ### where exactly is MP Enterprises? ### Calling MP Enterprises in Fort Worth, or is there a better way? ### opening hours here, what are they these days? ### Sundays at MP Enterprises, are they open? ### walking in for a first meeting, what happens ### What happens on a first visit at MP Enterprises? ### points or member pricing at MP Enterprises, worth signing up? ### how much is a first visit around here ### Coffee near MP Enterprises on Bridge? ### Does this firm split it over a few months? ## The AI Score: 13 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Fort Worth consulting firms run 13 to 16. Fair starts at 45, good at 65. MP Enterprises scores 13, below the Fort Worth average of 15. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | MP Enterprises | | --- | --- | --- | --- | --- | | 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 | 0 | 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 | 55 | 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. | Fair | | Backlink & citation authority | 8 | | Domain authority and editorial quality of the sources that attest to you. | | | Google Business Profile | 8 | 58 | Required and recommended fields; update cadence. The listing AI pulls from first. | Fair | | Speed & mobile | 7 | | Core Web Vitals at the 75th percentile, on a real phone. | | | Content freshness & schema | 5 | 17 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Poor | Full method: https://localairegistry.com/methodology How AI decides what to say about a consulting firm: 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 MP Enterprises | | --- | --- | --- | --- | --- | | MP Enterprises | LocalBusiness | #business | http://mpenterprisesusa.com/ | Subject of this page | | Fort Worth, Texas | City | #city | | City MP Enterprises 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 consulting firms in Fort Worth, linked to the lists and towns around it. ### Lists - Best consulting firms in Fort Worth: https://localairegistry.com/leaderboards/tx/fort-worth/consulting-firm - Best businesses in Fort Worth: https://localairegistry.com/leaderboards/tx/fort-worth ### Nearby - /cypress: https://localairegistry.com/leaderboards/tx/cypress - /denton: https://localairegistry.com/leaderboards/tx/denton - /dallas: https://localairegistry.com/leaderboards/tx/dallas - /frisco: https://localairegistry.com/leaderboards/tx/frisco - /houston: https://localairegistry.com/leaderboards/tx/houston - /plano: https://localairegistry.com/leaderboards/tx/plano ### Every list - Every leaderboard in Texas: https://localairegistry.com/leaderboards/tx ## References ### Sources cited - [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJm0TOWFVtgwgRq3OFBA9txMA
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
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<header>
<p>Local AI Registry · Consulting firms in Fort Worth, TX · Editorial</p>
<h2>MP Enterprises, Fort Worth TX: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated November 2, 2026.</p>
<p>Published November 2, 2026 · Updated November 2, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>MP Enterprises is a consulting firm in Fort Worth, TX. Its AI Score is 13 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>Consulting firm</td></tr>
<tr><td>Address</td><td>5601 Bridge St #490, Fort Worth, TX 76112, USA</td></tr>
<tr><td>Hours</td><td>Mon 8 AM to 7 PM · Tue to Sat 8 AM to 7 AM · Closed Sun</td></tr>
<tr><td>Rating</td><td>5.0 across 61 reviews</td></tr>
<tr><td>Updated</td><td>November 2, 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>Name</td><td>MP Enterprises</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Address</td><td>5601 Bridge St #490, Fort Worth, TX 76112, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon 8:00 AM to 7:00 PM · Tue to Sat 8:00 AM to 7:00 AM · Sun Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>8:00 AM to 7:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>8:00 AM to 7:00 AM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>8:00 AM to 7:00 AM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>8:00 AM to 7:00 AM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>8:00 AM to 7:00 AM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>8:00 AM to 7:00 AM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Links</td><td>Website</td><td>http://mpenterprisesusa.com/</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-mp-enterprises">
<h3>Visiting MP Enterprises</h3>
<p>Address: 5601 Bridge St #490, Fort Worth, TX 76112, USA. Hours: Mon 8 AM to 7 PM · Tue to Sat 8 AM to 7 AM · Closed Sun. (Confirmed, Google Business Profile.)</p>
<h4>Parking and getting in</h4>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>5.0 average across 61 reviews.</p>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>Why do people rate MP Enterprises?</h4>
<h4>anyone here people keep going back to?</h4>
<h4>quietest day to hit MP Enterprises?</h4>
<h4>Street parking near here, any good?</h4>
<h4>anything new here lately?</h4>
<h4>is Rape Crisis any better</h4>
<h4>any last minute meetings here?</h4>
<h4>bad experiences at MP Enterprises, anyone?</h4>
<h4>trying to book here, how long is the wait?</h4>
<h4>best consulting firm in Fort Worth, TX</h4>
<h4>where exactly is MP Enterprises?</h4>
<h4>Calling MP Enterprises in Fort Worth, or is there a better way?</h4>
<h4>opening hours here, what are they these days?</h4>
<h4>Sundays at MP Enterprises, are they open?</h4>
<h4>walking in for a first meeting, what happens</h4>
<h4>What happens on a first visit at MP Enterprises?</h4>
<h4>points or member pricing at MP Enterprises, worth signing up?</h4>
<h4>how much is a first visit around here</h4>
<h4>Coffee near MP Enterprises on Bridge?</h4>
<h4>Does this firm split it over a few months?</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 13 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Fort Worth consulting firms run 13 to 16. Fair starts at 45, good at 65. MP Enterprises scores 13, below the Fort Worth average of 15. 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">MP Enterprises</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>0</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>55</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>Fair</td></tr>
<tr><td>Backlink & citation authority</td><td>8</td><td></td><td>Domain authority and editorial quality of the sources that attest to you.</td><td></td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>58</td><td>Required and recommended fields; update cadence. The listing AI pulls from first.</td><td>Fair</td></tr>
<tr><td>Speed & mobile</td><td>7</td><td></td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td></td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>17</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Poor</td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
<p>How AI decides what to say about a consulting firm: 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 MP Enterprises</th></tr></thead>
<tbody>
<tr><td>MP Enterprises</td><td>LocalBusiness</td><td>#business</td><td>http://mpenterprisesusa.com/</td><td>Subject of this page</td></tr>
<tr><td>Fort Worth, Texas</td><td>City</td><td>#city</td><td></td><td>City MP Enterprises 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 consulting firms in Fort Worth, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best consulting firms in Fort Worth: https://localairegistry.com/leaderboards/tx/fort-worth/consulting-firm</li>
<li>Best businesses in Fort Worth: https://localairegistry.com/leaderboards/tx/fort-worth</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/cypress: https://localairegistry.com/leaderboards/tx/cypress</li>
<li>/denton: https://localairegistry.com/leaderboards/tx/denton</li>
<li>/dallas: https://localairegistry.com/leaderboards/tx/dallas</li>
<li>/frisco: https://localairegistry.com/leaderboards/tx/frisco</li>
<li>/houston: https://localairegistry.com/leaderboards/tx/houston</li>
<li>/plano: https://localairegistry.com/leaderboards/tx/plano</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in Texas: https://localairegistry.com/leaderboards/tx</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:ChIJm0TOWFVtgwgRq3OFBA9txMA</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.