Each engine's position for you, with the answer it gave, captured verbatim during the scan.
Best-of
“Who is the best home services company in Walnut Creek Business Park, Austin, TX?”
Not namedGPT-5.6: did not name you — “ABC is my first choice for broad home services, with Radiant and Stan’s as strong alternatives.”
Gemini 3.1 Pro: did not name you — “ABC Home & Commercial Services is a massive local favorite headquartered nearby, offering everything from pest control to HVAC.”
Named ahead of you: ABC Home & Commercial Services, Radiant Plumbing & Air Conditioning, Stan's Heating, Air, Plumbing & Electrical, Stan's Heating, Air & Plumbing
Best-of
“Can you recommend a highly rated home services company near Walnut Creek Business Park, Austin, TX?”
Not namedGPT-5.6: did not name you — “These established Austin companies serve the Walnut Creek Business Park area and cover several major home-service trades.”
Gemini 3.1 Pro: did not name you — “Stan's Heating, Air & Plumbing is highly rated and located just off Metric Blvd, making them very convenient to the business park.”
Named ahead of you: ABC Home & Commercial Services, Radiant Plumbing & Air Conditioning, Stan's Heating, Air, Plumbing & Electrical, Stan's Heating, Air & Plumbing
Best-of
“Top home services company options in Walnut Creek Business Park, Austin, TX?”
Not namedGPT-5.6: did not name you — “ABC, Radiant, and Stan’s lead my shortlist, followed by Fox and Strand Brothers.”
Gemini 3.1 Pro: did not name you — “These companies have large fleets in North Austin and provide top-tier HVAC, plumbing, and electrical services to the area.”
Named ahead of you: ABC Home & Commercial Services, Radiant Plumbing & Air Conditioning, Stan's Heating, Air, Plumbing & Electrical, Fox Service Company
Best-of
“Which home services company in Walnut Creek Business Park, Austin, TX do locals actually recommend?”
Not namedGPT-5.6: did not name you — “Stan’s is a longstanding local favorite, while ABC and Radiant are also commonly recommended around North Austin.”
Gemini 3.1 Pro: did not name you — “Locals constantly recommend Radiant and Stan's for their reliability, professional technicians, and strong presence in North Austin.”
Named ahead of you: Stan's Heating, Air, Plumbing & Electrical, ABC Home & Commercial Services, Radiant Plumbing & Air Conditioning, Stan's Heating, Air & Plumbing
Best-of
“Best reviewed home services company in Walnut Creek Business Park, Austin, TX?”
Not namedGPT-5.6: did not name you — “Radiant, ABC, and Stan’s are the established providers I would compare for reviews and availability.”
Gemini 3.1 Pro: did not name you — “Radiant Plumbing & Air Conditioning has thousands of five-star reviews for their prompt and entertaining, yet highly professional, service.”
Named ahead of you: Radiant Plumbing & Air Conditioning, ABC Home & Commercial Services, Stan's Heating, Air, Plumbing & Electrical
Best-of
“I need a home services company in Walnut Creek Business Park, Austin, TX — who should I call first?”
Not namedGPT-5.6: did not name you — “Call ABC first for broad coverage; try Radiant or Stan’s if scheduling or specialization matters.”
Gemini 3.1 Pro: did not name you — “Call ABC Home & Commercial Services first; they handle almost every type of home repair and are incredibly reliable.”
Named ahead of you: ABC Home & Commercial Services, Radiant Plumbing & Air Conditioning, Stan's Heating, Air, Plumbing & Electrical
Occasion
“Who does emergency repairs in Walnut Creek Business Park, Austin, TX at night or on weekends?”
Not namedGPT-5.6: did not name you — “For nights or weekends, start with Radiant, ABC, or Mr. Rooter and confirm current emergency availability by phone.”
Gemini 3.1 Pro: did not name you — “Radiant offers 24/7 emergency plumbing and HVAC repairs, which is a lifesaver for after-hours issues.”
Named ahead of you: Radiant Plumbing & Air Conditioning, ABC Home & Commercial Services, Mr. Rooter Plumbing of Austin, Christianson Air Conditioning & Plumbing
Occasion
“Which contractor in Walnut Creek Business Park, Austin, TX gives free estimates?”
Not namedGPT-5.6: did not name you — “ABC advertises free estimates for many services, though you should confirm that your specific job qualifies.”
Gemini 3.1 Pro: did not name you — “Stan's Heating, Air & Plumbing typically offers free estimates on new system installations and major replacements.”
Named ahead of you: ABC Home & Commercial Services, Stan's Heating, Air & Plumbing, Strand Brothers Service Experts
Occasion
“Most reliable licensed and insured contractor in Walnut Creek Business Park, Austin, TX?”
Not namedGPT-5.6: did not name you — “ABC is my first licensed-contractor check, with Stan’s and Radiant also worth verifying for the specific trade.”
Gemini 3.1 Pro: did not name you — “ABC Home & Commercial is fully licensed, insured, and has been a trusted Austin institution for decades.”
Named ahead of you: ABC Home & Commercial Services, Stan's Heating, Air, Plumbing & Electrical, Radiant Plumbing & Air Conditioning, Stan's Heating, Air & Plumbing
Occasion
“Who can come out same-day in Walnut Creek Business Park, Austin, TX?”
Not namedGPT-5.6: did not name you — “Radiant is my first same-day call, followed by ABC and Stan’s; actual availability depends on workload.”
Gemini 3.1 Pro: did not name you — “Radiant is usually your best bet for same-day service due to their massive fleet of dispatched trucks in North Austin.”
Named ahead of you: Radiant Plumbing & Air Conditioning, ABC Home & Commercial Services, Stan's Heating, Air, Plumbing & Electrical, Efficient AC, Electric & Plumbing
Occasion
“Fair-priced contractor in Walnut Creek Business Park, Austin, TX that doesn't upsell?”
Not namedGPT-5.6: did not name you — “Stan’s is a reasonable starting point, but request a written quote because pricing and upselling depend on the technician and job.”
Gemini 3.1 Pro: did not name you — “Efficient AC, Electric & Plumbing is known for straightforward pricing and honest diagnostics without the aggressive upselling.”
Named ahead of you: Stan's Heating, Air, Plumbing & Electrical, Efficient AC, Electric & Plumbing, McCullough Heating & Air Conditioning
Occasion
“Who handles both repairs and full installs in Walnut Creek Business Park, Austin, TX?”
Not namedGPT-5.6: did not name you — “ABC, Radiant, and Stan’s all handle common repairs plus full-system installations across their listed trades.”
Gemini 3.1 Pro: did not name you — “Stan's and ABC both have dedicated teams for minor repairs as well as full-scale system installations.”
Named ahead of you: ABC Home & Commercial Services, Radiant Plumbing & Air Conditioning, Stan's Heating, Air, Plumbing & Electrical, Stan's Heating, Air & Plumbing