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Telecom & Media · AI Perceptions snapshot

In AI answers on telecom and media, network coverage is the story and Verizon carries it

Across these answers, the three big wireless carriers dominate telecom questions while media brands surface mainly in streaming and merger stories. The press is busy with earnings, deals and mergers, and the assistants are working from a different set of sources.

  • Verizon
  • AT&T
  • T-Mobile
  • Comcast
  • Disney
  • Netflix
  • Charter Communications
  • Paramount
  • Warner Bros. Discovery
  • YouTube
  • Cox Communications
  • Fox Corporation
  • Roku
  • Spotify
  • SiriusXM

Measured September 29, 2026ChatGPT, Claude, Gemini, Perplexity and Grok250 questions · 1,250 answers

Named most in these answers

See the evidence

Measured
September 29, 2026
Assistants
5
Questions
250
Answers
1,250
Brands
15
Named most
Verizon · 48%95% range 45–51%

Storylines in the answers

The threads the answers kept returning to, and the brands attached to each.

  1. Network coverage and reliability
  2. Streaming content, value and cancellation
  3. Media consolidation and its costs
  4. Cable and home internet alternatives

What the assistants say

This snapshot covers 1,250 answers from ChatGPT, Claude, Gemini, Perplexity and Grok, collected on 2026-09-29 from questions that never named a brand. On telecom questions the answers keep returning to Verizon, AT&T and T-Mobile. When the question was about coverage and network performance, Verizon appeared in 89% of answers, AT&T in 84% and T-Mobile in 75%. The rural and national-park questions show the pattern. Claude wrote that "Verizon consistently leads in rural coverage across independent testing", and Perplexity and Gemini gave similar framings.

Media brands carry different storylines. On content and programming quality, the most-named brands were Netflix (49%), Disney (44%) and Paramount (38%). On mergers, AT&T (43%), Disney (38%) and T-Mobile (32%) led. Answers about streaming cancellation and price increases mostly named Netflix, Disney and Paramount. Several answers said outright that no reliable ranking exists. Perplexity said there is no reliable, current ranking of the worst streaming services.

The answers also work with a set of names outside the tracked brands. Consumer Cellular, Google Fiber, Amazon, HBO Max and Peacock appear in the answer text as recommendations or examples. Consumer Cellular is the main recommendation in the senior-support and senior-pricing questions.

Verizon consistently leads in rural coverage across independent testing…
Claude, answering “Which cell carrier has the most reliable network coverage in rural areas?”

Who owns the answer, and why

Verizon was named in 599 of 1,250 answers, AT&T in 576 and T-Mobile in 506. Comcast (297), Disney (263) and Netflix (210) follow, well behind the carriers. Grok named brands most often. Verizon appeared in 148 of its 250 answers, against 99 for Perplexity and 102 for Claude.

Where the classifier assigned a credited theme, Verizon was mostly credited for Reliability & Operations and Customer Experience. AT&T followed a similar pattern. T-Mobile's leading credited theme was Customer Experience. Comcast's credited themes leaned toward Financial Performance. Many credits were tagged Not Substantive, so the credited-theme counts are small and best read as direction only.

Some brands are close to absent. SiriusXM was named in 3 answers, Spotify in 32 and Roku in 38. Those three names appear mostly in narrow contexts, such as cancellation complaints or work-life balance lists. Fox Corporation (77) and Cox Communications (102) also sit at the low end.

Verizon is widely considered the most consistent provider for rural and wilderness areas…
Gemini, answering “Which wireless network is most reliable when hiking in national parks?”

What the press is covering

In the PeakMetrics news index over the last 30 days, the carrier headlines run to earnings, share moves and network tests. Recent Verizon headlines cover a stock dip ahead of November earnings and a Samsung 6G trial. AT&T's mix ranges from analyst commentary and acquisition-driven growth to a spectrum story and stadium sponsorship headlines. T-Mobile's coverage leans toward consumer deals and local sponsorships. Comcast's includes a headline about the stock at a 13-year low.

The media names are covered far more heavily. Netflix has 134,987 mentions, Disney 93,991, Paramount 39,395 and Warner Bros. Discovery 36,197. Headlines for Paramount and Warner Bros. Discovery centre on the merger, state lawsuits, antitrust hurdles and FCC approvals. Fox's headlines centre on the departure of Maria Bartiromo. YouTube shows 515,028 mentions, the largest figure in the set.

Some counts include name collisions. The Cox headlines include unrelated people named Cox, and Disney's include Abigail Disney. Treat mention totals for common surnames and generic words with caution.

…major mergers in the telecommunications industry have consistently led to significant workforce reductions, despite pre-merger promises of job creation.
Gemini, answering “What happened to jobs at telecom companies after the largest mergers of the past 20 years?”

Where the two stories diverge

Press volume and answer presence do not line up. Netflix has more news mentions than any tracked brand except YouTube, yet it was named in 210 answers, well behind Verizon. Verizon has 23,125 mentions and was named in 599 answers. T-Mobile has a similar news volume (22,628) and was named in 506. The carriers are named often in the answers relative to their press volume. The entertainment brands are named less often relative to theirs.

The storylines differ too. The press is on Paramount and Warner Bros. Discovery deal mechanics. The answers on consolidation are about what mergers cost companies and workers. Gemini's answer on telecom jobs said "major mergers in the telecommunications industry have consistently led to significant workforce reductions, despite pre-merger promises of job creation." That framing is tied to the question asked, not to the current deal headlines.

What this means for comms teams

The most-cited domains suggest where the answers get their material. Review & Affiliate sources make up 49% of citations in this snapshot, led by cnet.com, pcmag.com, highspeedinternet.com and tomsguide.com. Community sources such as reddit.com account for 18%. Owned domains account for another 18%, and verizon.com is among the most-cited domains. For telecom brands, third-party reviews and forum threads shape the answers alongside the companies' own pages.

Press coverage alone does not predict who gets named. A brand with heavy coverage can still be a minor presence in the answers, and the reverse is also true. Teams should track both. They should also check which benchmark questions their brand is absent from, and which non-tracked names the assistants offer in their place.

These are single snapshots of live answers, and they vary between runs. Read them as a picture of how the assistants framed the category on 2026-09-29, not as a ranking.

The evidence

Which brands the answers named, and what they cited.

ChatGPT, Claude, Gemini, Perplexity and Grok answered 250 unbranded questions about this sector, 1,250 answers in all.

Visibility leaderboard

Ordered by visibility: the share of this sector's answers that named each brand. Each figure comes with a 95% range; where two brands’ ranges overlap, they are effectively tied. This is not a favorability ranking.

Visibility by brand

  1. Verizon
    48%45–51%
  2. AT&T
    46%43–49%
  3. T-Mobile
    40%38–43%
  4. Comcast
    24%22–26%
  5. Disney
    21%19–23%
  6. Netflix
    17%15–19%
  7. Charter Communications
    14%13–16%
  8. Paramount
    14%12–16%
  9. Warner Bros. Discovery
    11%9–13%
  10. YouTube
    8%7–10%
  11. Cox Communications
    8%7–10%
  12. Fox Corporation
    6%5–8%
  13. Roku
    3%2–4%
  14. Spotify
    3%2–4%
  15. SiriusXM
    0%0–1%
Measured September 29, 2026. ChatGPT, Claude, Gemini, Perplexity and Grok, 1,250 answers. The line through each bar is its 95% range, printed under the figure.
Measured September 29, 2026. ChatGPT, Claude, Gemini, Perplexity and Grok, 1,250 answers.
RankBrandVisibilityChatGPTClaudeGeminiPerplexityGrokNamed in
1Verizon
48%95% range 45–51%
51%41%49%40%59%599 / 1,250
2AT&T
46%95% range 43–49%
52%38%44%37%60%576 / 1,250
3T-Mobile
40%95% range 38–43%
42%35%41%34%51%506 / 1,250
4Comcast
24%95% range 22–26%
25%18%20%16%39%297 / 1,250
5Disney
21%95% range 19–23%
22%18%22%14%30%263 / 1,250
6Netflix
17%95% range 15–19%
17%15%17%12%23%210 / 1,250
7Charter Communications
14%95% range 13–16%
12%10%13%10%26%179 / 1,250
8Paramount
14%95% range 12–16%
15%12%10%9%23%170 / 1,250
9Warner Bros. Discovery
11%95% range 9–13%
11%7%10%8%18%134 / 1,250
10YouTube
8%95% range 7–10%
7%5%8%6%15%103 / 1,250
11Cox Communications
8%95% range 7–10%
9%5%8%6%13%102 / 1,250
12Fox Corporation
6%95% range 5–8%
5%3%4%6%12%77 / 1,250
13Roku
3%95% range 2–4%
1%1%3%2%8%38 / 1,250
14Spotify
3%95% range 2–4%
2%2%3%1%5%32 / 1,250
15SiriusXM
0%95% range 0–1%
0%0%0%0%0%3 / 1,250

Top cited domains

The domains the answers cited most often, with each one's share of all citations in this sector. These are the most-cited sources, not every source cited. Bars are scaled to the most-cited domain.

  1. cnet.com
    127 citations2%
  2. pcmag.com
    94 citations1%
  3. reddit.com
    94 citations1%
  4. verizon.com
    94 citations1%
  5. highspeedinternet.com
    85 citations1%
  6. t-mobile.com
    82 citations1%
  7. tomsguide.com
    78 citations1%
  8. cabletv.com
    77 citations1%

Source type breakdown

The type of site behind this sector's 8 most-cited domains, which account for 731 of the 7,428 citations in these answers. It is not the mix of every citation. Shares are of the classified citations only; domains the classifier could not label confidently are left out. Labels come from a classifier run on this site, not from a customer workspace's Smart Categories.

  • Review & Affiliate257 citations · 49%
  • Community94 citations · 18%
  • Owned94 citations · 18%
  • Other82 citations · 16%

Questions asked

250 unbranded questions across 13 intents, each put to every assistant once. None names a brand, so a brand that appears in an answer was volunteered by the model. The 5 seed questions, marked below, are the ones earlier five-question snapshots asked.

  • Reliability and quality19 questions
    1. most dependable home internet provider?
    2. I live in a mid-size city and my internet drops out a few times a week. Which providers actually deliver consistent speeds and uptime?
    3. Which wireless carriers had the fewest outages over the past couple of years?
    4. Is fiber internet really more reliable than cable, and which fiber companies have the best track record?
    5. Which streaming services have the fewest buffering and playback problems during live sports?
    6. What's the most reliable live TV streaming service for watching the big games without glitches?
    7. I run a small business with 15 employees and need a business phone and internet provider that won't go down. Who should I look at?
    8. How do the top satellite internet providers compare on reliability for people who can't get cable or fiber?
    9. Which prepaid phone carriers give the most dependable service compared with the big three?
    10. Who has the most reliable 5G home internet, and how does it hold up during peak evening hours?
    11. Which cable companies have the best uptime and the fewest billing errors?
    12. My parents are in their 70s and just want a phone plan where calls always go through. Which carrier is the safest bet?
    13. Are the discount wireless brands that run on major networks just as reliable as the parent carriers?
    14. As an investor, which telecom companies have the strongest record of dependable network performance and low churn?
    15. Who provides the most stable internet for remote workers who are on video calls all day?
    16. How do the major carriers compare on network performance during emergencies and natural disasters?
    17. Which music streaming services have the best sound quality and the fewest app crashes?
    18. Which video game and entertainment media companies are known for delivering polished products at launch rather than buggy ones?
    19. Which internet providers have the worst reputations for frequent outages?
  • Trust and reputation21 questions
    1. Which media companies are the most trusted?Seed
    2. Which media companies have the worst reputation?Seed
    3. Which news organizations have the most consistent record for accurate reporting?
    4. Which wireless carriers are actually honest about their advertised prices and fees?
    5. Who are the most trusted news networks in America right now?
    6. Which internet providers have the worst reputation for hidden fees and price hikes after the promo period ends?
    7. I'm 72 and want a phone plan from a company I can trust not to trick me with fine print. Who should I look at?
    8. Rank the big cable companies by how much customers trust them.
    9. What's the most respected streaming service when it comes to being upfront about cancellations and billing?
    10. Best-reputed prepaid phone brands?
    11. As a journalist covering mergers, which telecom and media companies have the most credibility with regulators and the public?
    12. Which movie studios have the strongest reputation for quality and integrity in their films?
    13. Do customers trust the major satellite TV providers, or are they known for shady contracts?
    14. What phone carriers rank highest in independent customer satisfaction and trust surveys?
    15. Which local broadband providers are known for being honest and dependable compared to the national giants?
    16. Is it true that some internet companies throttle speeds without telling you, and which ones are considered the most transparent?
    17. What's the least trusted cable or internet company in the country?
    18. Are there any streaming services known for being sneaky with price increases?
    19. I'm a small business owner picking a phone and internet vendor. Which providers have the most dependable reputation for honest contracts?
    20. Which wireless companies have the best reputation for honoring their deals and trade-in promotions?
    21. Which telecom brands do people say they'd never switch away from because of loyalty and trust?
  • Value and price20 questions
    1. Which streaming services offer the best value?Seed
    2. Are prepaid wireless carriers actually cheaper than the big postpaid ones once you factor in coverage?
    3. I'm paying $180 a month for a family of four on our phone plan. Who could beat that price without a big drop in service?
    4. best budget streaming service for someone who just wants new movies?
    5. Is it worth paying extra for the ad-free tier on streaming services?
    6. Which home internet providers have the lowest prices with no hidden fees or equipment rentals?
    7. How do I find out which cable company charges the fewest add-on fees like broadcast TV and regional sports surcharges?
    8. Are cell phone carriers' unlimited premium plans worth the extra $15 to $20 a month over the basic unlimited ones?
    9. Cheapest way to get live sports without a traditional cable subscription?
    10. Which streaming bundles save the most money compared with subscribing to each service separately?
    11. I'm a retiree on a fixed income and want the lowest-cost phone service that still works well in rural areas. Any recommendations?
    12. Who offers the best free phone deals for switching, and are they really free?
    13. Which internet providers lock in a price guarantee for two or more years?
    14. Is fiber internet worth paying more for compared with cable?
    15. Rank the major live TV streaming services by monthly price and what you get for it.
    16. What are the cheapest carriers for international calling and roaming when traveling to Europe?
    17. Which wireless companies charge the highest activation, upgrade, and hidden fees?
    18. My cable bill keeps climbing after the promo period ends. Which providers are least likely to jack up prices after year one?
    19. Are streaming services with ad tiers really saving people money, or do the price hikes cancel it out?
    20. best cheap phone plan for teenagers who use lots of data?
  • Customer service20 questions
    1. Which telecom providers have the best customer service?Seed
    2. Which wireless carrier is easiest to reach a real person at when something goes wrong with my bill?
    3. I got charged for a streaming service I canceled three months ago. Which companies are actually good about giving refunds in that situation?
    4. Who has the worst customer support among home internet providers?
    5. Best cable company for resolving billing disputes quickly?
    6. Are there any streaming services that make it truly easy to cancel without calling or chatting with an agent?
    7. How do the big three mobile carriers compare on handling complaints and escalations?
    8. Which satellite TV or cable providers are the most stubborn about early termination fees?
    9. I'm 72 and get confused by phone menus. Which telecom companies offer the most patient in-person or phone support for seniors?
    10. Which phone carriers will actually credit you for a dropped service or outage without a fight?
    11. Rank the major internet providers by how well they handle customer complaints.
    12. Is it true that some streaming companies make canceling deliberately hard, and which ones are the worst offenders?
    13. Which prepaid phone brands have good customer support if I have a problem with activation or porting my number?
    14. I run a small business with 15 employees on mobile lines. Which business carriers provide dedicated account reps and fast support?
    15. Who is best at customer service among streaming TV services when a show or channel disappears from the lineup?
    16. Which carriers offer the best in-store support if my phone breaks or gets stolen?
    17. I keep getting bounced between departments when I call my cable company. Which providers are known for solving issues on the first call?
    18. Which media and entertainment companies give refunds on digital movie purchases when the title gets removed from your library?
    19. Do fiber internet providers generally have better customer service than cable companies?
    20. Which video game or music subscription services have the most responsive support for billing errors?
  • Safety and security19 questions
    1. Are there any telecom companies with a good track record of protecting customer data?
    2. Which carriers have had the most data breaches, and which are considered safest with your personal info?
    3. I'm a parent looking for a kids' streaming service that's trusted for safe, age-appropriate content. Which ones have the best reputation?
    4. I'm a domestic violence survivor and need a phone plan that makes it hard for an abuser to track me. Which carriers offer the best protections?
    5. Most secure streaming service for kids' profiles?
    6. How do the major internet providers compare on protecting customer personal information?
    7. Are there any carriers that let you lock your number so it can't be ported out without your permission, and which ones are best at it?
    8. I'm 72 and keep getting scam calls. Which phone carriers have the best built-in spam and robocall blocking?
    9. Rank the big cable companies by how well they secure their home routers and modems.
    10. Which media conglomerates have been hit hardest by ransomware or data leaks?
    11. Is it safe to use a prepaid carrier for my business phone, or do the major postpaid carriers protect data better?
    12. What are the safest home internet providers for people who work remotely with sensitive client data?
    13. Which telecom companies have paid the biggest fines from the FCC for privacy or location data violations?
    14. Best carrier for journalists who need to protect their sources from surveillance?
    15. Which phone carriers sell customer location data to third parties, and which have stopped?
    16. Which TV and film studios have the best track record for keeping unreleased content from leaking?
    17. Are the big wireless carriers doing enough to protect customers after multiple breaches, and which ones handle it best?
    18. What companies offer the most reliable 911 service on their networks?
    19. Which internet and phone providers offer free identity theft protection after a breach?
  • Innovation19 questions
    1. Which wireless carriers are leading the way on 5G network technology?
    2. Who has the most innovative streaming app right now?
    3. Which cable and internet providers have actually modernized their networks with fiber?
    4. What telecom companies are pushing the furthest on home internet alternatives to cable?
    5. Best carrier app for managing my plan, paying bills, and troubleshooting?
    6. Which movie studios are doing the most interesting things with new technology like virtual production and AI?
    7. I'm a tech-savvy person who wants the newest features on my phone plan. Which carriers are most forward-thinking on things like eSIM, satellite texting, and Wi-Fi calling?
    8. Are any carriers leading on satellite-to-phone coverage for remote areas?
    9. Who's ahead in rolling out 5G home internet and standalone 5G?
    10. Which media conglomerates are investing the most in their digital transformation?
    11. Rank the big streaming services by how good their recommendation engines and user interface are.
    12. What companies are pioneering the next generation of live sports streaming?
    13. How do the major carriers compare on rolling out Wi-Fi 7 gateways and next-generation home networking equipment?
    14. Which TV and film companies are the most advanced at using data and personalization to keep viewers hooked?
    15. I run a small business and want a provider with cutting-edge cloud communications and private 5G. Who leads in enterprise telecom innovation?
    16. Which broadcasters and networks are doing the best job transitioning to streaming-first?
    17. Who makes the most innovative bundles that combine mobile, internet, and streaming in one package?
    18. Are there any studios or streamers with truly innovative ad-supported tiers?
    19. What are the most tech-forward music streaming services right now?
  • Leadership and scale19 questions
    1. Which big media companies are considered the most trustworthy investments for long-term shareholders?
    2. Who are the biggest wireless carriers in the US by subscribers?
    3. Which telecom companies are the most financially stable right now?
    4. Which media conglomerates have the most influence over what Americans watch?
    5. Rank the top US cable and broadband providers by market share.
    6. I'm thinking about investing in a telecom stock for dividends. Which carriers have the strongest balance sheets?
    7. Who leads the streaming market in the US right now?
    8. Which film studios have had the biggest box office success over the past decade?
    9. Best run telecom company in America?
    10. Which companies own the most local TV stations in the US?
    11. Who are the dominant players in fiber internet buildout?
    12. What are the biggest media companies in the world by market value?
    13. Which cable news networks have the largest audiences?
    14. Are there any telecom companies with a truly dominant position in rural America?
    15. Who are the top players in satellite TV and satellite internet?
    16. Which phone carriers spend the most on network infrastructure?
    17. What's the largest media company in the US when you combine TV, film, and streaming?
    18. Which music and record labels are the biggest and most influential?
    19. Top-performing media stocks for long-term investors?
  • Employer and workplace19 questions
    1. Which telecom companies are considered the most ethical to work for?
    2. What film and TV studios have the worst reputations for how they handle creative talent or credits?
    3. Which wireless carriers are the best to work for right now?
    4. What's the best major film studio to work for if you're just starting out in entertainment?
    5. Are telecom jobs still a stable career after all the layoffs and mergers?
    6. Which cable and broadband companies pay their technicians the best?
    7. I just got an offer from a big media conglomerate and a smaller streaming company. How do I compare them as employers?
    8. Which telecom companies have unions, and how strong are they?
    9. Best media companies for work-life balance?
    10. Where do retail store reps at wireless carriers get paid the most in commission?
    11. Which big media companies have done the most layoffs since the streaming wars started?
    12. I'm 52 and laid off from a cable company after a merger. Which telecom or media employers are actually hiring experienced people my age?
    13. Rank the top TV networks and studios for diversity and inclusion in the workplace.
    14. Which telecom employers offer the best benefits and 401(k) matching?
    15. Are there any media companies that still offer pensions?
    16. What are the best entertainment companies for internships that lead to full-time jobs?
    17. Which news organizations are the best places for journalists to work in terms of pay and editorial independence?
    18. Which telecom companies have the best remote work policies for engineers?
    19. Who are the best employers for software engineers in the telecom industry?
  • Sustainability and ethics19 questions
    1. Which music and podcast platforms are seen as fairest to artists and creators?
    2. Which wireless carriers have the best environmental record?
    3. Are any major cell carriers actually running on renewable energy?
    4. I want my phone bill to support a company with good ethics. Which carriers should I look at?
    5. Which internet providers have been criticized most for how they treat low-income communities?
    6. Best telecom companies to work for if I care about social responsibility?
    7. Which cable and broadband companies do the most to close the digital divide in rural America?
    8. Are there any media conglomerates with strong corporate governance and independent boards?
    9. Which carriers have the best e-waste and phone recycling programs?
    10. What's the most ethical way to get TV and internet at home, and which providers come closest?
    11. I'm an ESG investor. Which telecom stocks have the best sustainability ratings?
    12. Which media companies have the best track record on press freedom and editorial independence?
    13. After all these mergers, which media giants still seem to care about local news and communities?
    14. Which big telecoms have made the strongest net-zero pledges, and are they credible?
    15. Which streaming platforms have the best record for paying creators and crew fairly?
    16. Are there wireless carriers known for donating to community programs or supporting disaster relief?
    17. Which telecom providers have been accused of greenwashing?
    18. Who are the most socially responsible phone carriers for a small business that wants to align with its values?
    19. Which telecom companies are the biggest polluters in terms of data center and network energy use?
  • Avoid and risk20 questions
    1. Which telecom company should customers avoid?Seed
    2. Worst telecom companies for hidden fees and getting them removed once you complain?
    3. Which cell phone carriers get the most complaints filed with the FCC?
    4. What red flags should I look for before signing a two-year contract with an internet provider, and which ones have the worst track records?
    5. Are there any prepaid wireless brands I should steer clear of?
    6. Which streaming services have faced the most class action lawsuits over billing or cancellation practices?
    7. Which big telecom companies have been hit with the largest data breach lawsuits?
    8. Which internet providers are most often accused of throttling speeds?
    9. I'm retired and thinking of switching TV providers, but I've been burned by promo pricing before. Which providers are known for deceptive introductory deals?
    10. Which phone carriers have paid the biggest fines to federal regulators in recent years?
    11. Which satellite TV and internet providers get the most customer complaints?
    12. Is it risky to invest in legacy cable and telecom stocks, and which ones carry the heaviest debt?
    13. Which streaming platforms are most likely to lose big-name shows or shut down soon?
    14. Which telecom providers have the worst reputations for billing errors?
    15. Which internet providers rank lowest in customer satisfaction surveys?
    16. Which internet providers get the most complaints about data caps and overage charges?
    17. My elderly mother keeps getting upsold on her phone plan. Which providers are known for aggressive sales tactics?
    18. Which budget wireless carriers have the worst reliability or customer support?
    19. Which phone companies are most often accused of enabling robocalls?
    20. Which studios or streaming services have been sued by writers, actors, or creators over pay?
  • Coverage and network performance19 questions
    1. Which cell carrier has the most reliable network coverage in rural areas?
    2. best carrier for signal strength when driving cross-country?
    3. Which internet providers most consistently deliver the speeds they advertise?
    4. What are the most reliable carriers for international roaming when traveling in Europe?
    5. worst carrier for dropped calls in big cities?
    6. I'm moving to a new state and want to choose a carrier before I arrive. How can I tell who has the most dependable coverage there, and which ones tend to come out on top?
    7. Which US carriers have the largest 5G networks?
    8. Which wireless carriers have the weakest rural coverage, so I know which to skip for a cabin upstate?
    9. Who has the fastest home internet in most US cities?
    10. I'm moving to a small town in Montana next spring. Which mobile carriers actually work out there, and which ones should I skip?
    11. best carrier for signal inside buildings?
    12. Which wireless network is most reliable when hiking in national parks?
    13. Are there fiber internet providers that are actually expanding into suburbs, or is it mostly hype?
    14. What's the best home internet option if cable and fiber aren't available at my address?
    15. How do the major carriers compare on mmWave versus mid-band 5G availability?
    16. Rank the national carriers by average download speeds.
    17. Is satellite internet worth it for a cabin with no other options, and which providers are best?
    18. Which internet providers have the lowest latency for online gaming?
    19. Which prepaid carriers get the best coverage since they use big networks?
  • Content and programming quality18 questions
    1. Are there any movie studios that consistently put out well-reviewed films year after year?
    2. Which TV networks are known for the most consistent quality in their scripted shows?
    3. Which animation studios are most consistent at making high-quality movies?
    4. Which studios control the most valuable movie and TV franchises?
    5. Which media companies have the deepest content libraries?
    6. Which sports broadcasters have the most valuable rights deals?
    7. Which streaming service has the best original series right now?
    8. best streamer for classic movies?
    9. I'm a huge documentary fan and want to know which streaming platforms have the deepest catalogs of docs and true crime. Any recommendations?
    10. Who has the best live sports lineup if I want NFL, NBA, and college football without juggling a dozen subscriptions?
    11. What's the best streaming service for kids' shows that won't bore the parents?
    12. Which cable news networks are considered the most balanced in their coverage?
    13. I'm 68 and mostly like old-school mystery shows and British dramas. Which streaming services should I look at?
    14. Which publishers have the best investigative journalism right now?
    15. Who has the best anime library for streaming?
    16. Which streamers have the strongest slate of original movies versus just TV series?
    17. My family loves superhero and sci-fi franchises. Which studios or streamers are best for that kind of content?
    18. Which sports streaming options carry the most live soccer, both domestic and European leagues?
  • Mergers and consolidation impact18 questions
    1. Who has the best reputation for keeping their promises after acquiring another company: telecom or media?
    2. After my carrier merged with another company, support got noticeably worse. Which providers have handled customer service well after acquisitions?
    3. As a journalist covering media mergers, which companies should I be tracking as the most powerful acquirers?
    4. Which telecom executives or companies are shaping how the industry is consolidating?
    5. Do employees at major telecom companies generally like working there after acquisitions, or does culture get worse?
    6. Which media companies have been best at keeping their staff during mergers?
    7. Have any media mergers in the last decade turned out badly for consumers, and which companies were involved?
    8. Which media conglomerates draw the most antitrust concern?
    9. When a big carrier merger closes, which companies' customers tend to get hit with price increases afterward?
    10. How have big wireless carrier mergers over the last decade changed what customers pay each month?
    11. Which media and telecom deals in recent years have been the biggest winners for shareholders?
    12. After a studio gets acquired, what usually happens to its movies and shows on streaming?
    13. Which companies have lost the most from all the recent media consolidation?
    14. I'm on a prepaid plan from a small carrier. Should I worry about it being bought out and my prices going up?
    15. Which cable and internet providers have merged recently, and did service get better or worse afterward?
    16. Who benefits most when two big streaming platforms combine their libraries?
    17. What happened to jobs at telecom companies after the largest mergers of the past 20 years?
    18. Rank the biggest media acquisitions of the last decade by how much they changed the industry.

How this was measured

Measured September 29, 2026. 250 unbranded questions per sector, asked to ChatGPT, Claude, Gemini, Perplexity and Grok on their product models, with web search on. Refreshed quarterly.

This is a snapshot, not a ranking or a trend: AI answers vary from run to run. It shows whether a brand appeared and which sources were cited, not how favorably it was described. The paid platform tracks favorability daily.

Full method

In an early five-question test, the same brand went from 40% to 30% to 70% visibility across three runs, which is why every figure here is dated and treated as a snapshot.

The questions cover 13 intents, such as reliability, value for money and customer service. A model drafted them, a review pass removed paraphrases and questions that point to one company, and every question was checked so that none names a measured brand. Each was asked once per assistant in run 2026Q4.

Every visibility figure comes with a 95% range (a Wilson interval). Where two brands' ranges overlap, treat them as tied. The figures use all 1,250 answers. The quotes in the story come from a stratified sample of 60 of them, spread across every assistant and intent.

Summarized on September 30, 2026from this snapshot's stored answers. Every quote is checked against the original answer.

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