Which residential telecom brands does AI cite most?

Bottom line

Verizon leads residential telecom on AI search visibility with MVI 78, sitting firmly in the default-choice tier, in a tight race with T-Mobile (MVI 76).

• Who AI cites most

  Verizon is cited in 76 of 100 prompt-engine pairs (76%). 95% confidence interval 69-85.

• Concentration

  The top 3 brands (Verizon, T-Mobile, AT&T) capture 31% of all citations in this segment. 5 of 20 tracked brands are cited in fewer than 1 in 10 prompt-engine pairs.

• Where the field sits

  Of 20 brands tested: 2 in default-choice, 7 in repeat-use, 3 in first-encounter, 8 not yet cited. Overall, AI cites a brand from this segment in 36% of buyer-intent prompt-engine pairs.

• Engine asymmetry

  Verizon is cited in 100% of ChatGPT prompts but only 0% on Gemini, visibility is engine-specific, not universal.

• Phase flip

  T-Mobile actually outperforms Verizon on Discovery prompts, overall MVI hides this category-specific strength.

• Wildcard competitor

  AI also cites Viasat 105 times across these prompts, even though it is not on our tracked-brand list. A citation-share leak worth investigating.

Analyst note

Verizon and T-Mobile lead with MVIs of 78 and 76 on ChatGPT and Claude engines.

Verizon and T-Mobile are close competitors with MVIs of 78 and 76. They perform well on ChatGPT and Claude, with Verizon scoring 100 on both and T-Mobile scoring 95 and 100. AT&T follows with an MVI of 74, showing strength at 80 in the comparison phase. Google Fiber has a presence on ChatGPT with a score of 73 but struggles on other engines.

Risk:Verizon and T-Mobile are not visible on the Gemini engine, which could allow competitors to gain ground.

Headline finding

Verizon leads residential telecom on AI search visibility with MVI 78, sitting firmly in the default-choice tier.

Citation rate per engine

How often each engine cites a brand from this category as a recommendation, averaged across all 20 brands tested.

Phase strength across the category

Which buyer-intent phases are easiest vs hardest to win in residential telecom. Citation rate averaged across all brands tested. Phase weights are part of the MVI formula.

Who wins which buyer phase

Top 12brands by MVI mapped against the four buyer-intent phases. Each cell shows the brand's citation rate for that phase, color-coded so the visual pattern tells the story: a brand strong across all four phases reads as a horizontal orange band; a brand strong only at Discovery but weak at Evaluation reads as a left-heavy gradient. This is the segment's findings against the panel.

How to read it. Strong horizontal band = durable brand, AI cites it across the entire funnel. Left-heavy gradient = brand with awareness (Discovery) but weak recommendation (Evaluation), the demand-leak pattern from Finding 03. Right-heavy gradient = brand AI considers in Comparison and Evaluation but does not surface in initial Discovery, the anti-leak pattern. Color steps: dark orange ≥75%, orange ≥50%, peach ≥30%, light ≥10%, beige >0%, neutral 0%.

For CMOs in residential telecom

What this report means for your residential telecom portfolio

Each bullet is a category-specific decision derived from this month's data, with the mapou service that operationalizes it.

The mapou Visibility Index

Ranked by MVI score (Wilson 95% CI shown). The Spread column shows the gap between each brand's best and worst engine, under 15pp is durable, 50pp+ is engine-dependent. Per-engine columns show the count of prompts where each engine cited the brand as a recommendation (out of 20). Read each column as a signal: when ChatGPT cites you but Gemini doesn't, your gap is engine-specific. When all five miss you, the gap is foundational.

Strategic insights for residential telecom

Five derived metrics computed from the same data, surfacing how this segment behaves on AI search. See the State of AI Search for cross-segment comparison.

Brands cited most across the category

Aggregated across every (brand × prompt × engine) combination tested. The most-cited brands here are the names AI consistently surfaces when buyers ask about residential telecom.

Emerging brands AI is citing in residential telecom

Brand names AI engines surfaced for residential telecom prompts that are not currently on the mapou tracked panel. Ranked by mention count and engine breadth. These are panel candidates, brands AI considers part of the category even though we are not yet measuring them.

Method. Aggregated across the canonical run for residential telecom. For every (panel brand × prompt × engine) we record the brand names the analyzer extracted (capped at 6 per response), then drop names that match the tracked panel or its aliases, plus a denylist of generic category terms. Threshold to qualify: at least 3 mentions across at least 2 of 5 engines. Click any row to see the AI quote that surfaced the brand. Some entries may be tracked elsewhere on mapou but not in this segment, in which case AI considers them cross-category competitors. Reviewed monthly to inform panel additions.

The 20-prompt taxonomy

Every brand in this report is tested against the same 20 canonical prompts, spanning the four MVI dimensions (Discovery, Filtered Discovery, Comparison, Evaluation). The prompt set is fixed at methodology v1.0 and reused every monthly run, so MVI deltas are paired comparisons not noise.

Methodology v1.0. MVI is mapou's proprietary 0-100 visibility score across 5 AI engines and 4 buyer-intent dimensions. 95% Wilson confidence intervals. Equal engine weighting. See the framework →