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Lowe's · Retail

AI answers cast Lowe's as home improvement's runner-up, listed beside Home Depot.

Across 1,250 answers to category questions that never named a brand, Lowe's shows up mostly as a supporting name in lists of retailers. The press covers it for stock moves, investor events and a delivery push, topics the sampled answers barely touch.

Measured September 29, 2026ChatGPT, Claude, Gemini, Perplexity and GrokCheck your own brand →

In AI answers

Visibility

11%

Share of answers that named Lowe's, with a 95% range of 9–13%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

134 / 1,250

Position by visibility

#8 of 15

In this snapshot only

In the press

News mentions

3,950

PeakMetrics news index, last 30 days.

Lowe's in the headline

962

Rank by press volume

#14 of 15

Within this sector

Lowe's gets more AI mentions than press. It ranks #8 of 15 by AI visibility but #14 by news volume. The sampled answers named it more often than its share of coverage would predict.

Named in 63 of 250 questions, the 12 most-named shown

Question
Rank the major home improvement chains by how well they handle complaints.Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Who leads the home improvement retail market?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which appliance retailers have the best record for on-time delivery and proper installation?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which home improvement chains have the lowest prices on tools and lumber?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which home improvement stores have the best rewards or credit card perks for a big renovation?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which home improvement retailers have the best digital tools for planning projects?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Rank the largest US retailers by how much renewable energy they use.Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which online retailers have the fastest and most innovative delivery options, like drone or same-day?Named by: Claude, Gemini, Perplexity, Grok
What are the most valuable retail brands in the world?Named by: ChatGPT, Claude, Perplexity, Grok
Which home improvement stores carry the best-quality tools?Named by: ChatGPT, Gemini, Perplexity, Grok
Who ranks highest in consumer trust surveys among home improvement retailers?Named by: ChatGPT, Claude, Gemini, Grok
Which retailers have the best price-match policies?Named by: Claude, Gemini, Grok

and 51 more questions whose answers named Lowe's.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 9–13%), not a ranking or a trend. The questions never named Lowe's.

How the answers frame Lowe's

This snapshot, measured on 2026-09-29, covers 250 benchmark questions put to ChatGPT, Claude, Gemini, Perplexity and Grok. That is 1,250 answers, and none of the questions named a brand. Lowe's appeared in 134 of them. Grok named it most often (39 of 250 answers). Claude named it least (20 of 250).

In the sampled answers Lowe's mostly appears as one name in a list. When the question was about who leads home improvement, ChatGPT's answer named Home Depot as the leader and set Lowe's sales beside it as the comparison. Perplexity's market-share answer put Home Depot and Lowe's in a 'more mixed' group. Grok's answer on complaint handling put Lowe's after Home Depot. In the credit tagging, most of the 11 credited answers were classed 'Not Substantive' (8). Financial Performance, Labour & Workplace and Customer Experience were credited once each.

Visibility varied by question type. Lowe's showed up most in leadership questions (27%), innovation (19%) and employer questions (18%). It showed up least in reliability (3%), avoid (4%) and returns and shipping (5%) questions. In the employer answers, Gemini's health-insurance answer listed Lowe's among retailers offering coverage to part-time staff. Claude's answer on the largest US retail employers listed it with a headcount.

Peers appeared far more often: Walmart in 577 answers, Target in 452 and Costco in 423. Home Depot appeared in 177.

Lowe’s explicitly offers health care plans to "regular" part-time associates.
Gemini, answering “Which retailers give hourly employees the best health insurance?”

What the press is saying

PeakMetrics' news index shows 3,950 mentions of Lowe's over the last 30 days, 962 of them with the brand in the headline. Recent headlines fall into a few storylines. There is an investor-relations item (participation in a Goldman Sachs consumer and retail conference). There are stock stories: one on heavy put-options activity and whether the shares will keep falling, and a valuation piece predicting Costco could be worth more than Home Depot and Lowe's combined by 2030. There is a report that Lowe's launched a new delivery service as it works to win back customers. And there is a viral story from a dumpster diver claiming Lowe's discarded new cabinets and live plants.

Coverage is heavy on markets and operations and light on the workplace, safety and service themes that dominate the sampled answers.

…the available results don’t support a clear current, across-the-board share trend for them.
Perplexity, answering “Which big-box retailers are gaining market share and which are losing it?”

The gap

The press story is about stock direction, investor events, delivery and a disposal controversy. The sampled answers, by contrast, place Lowe's in comparison sets: home improvement leadership, big-box employers, health benefits, curbside pickup. The stock, delivery and disposal storylines did not surface in the answers we were given.

Volume also diverges. Home Depot has about 17,600 news mentions against Lowe's 3,950, a gap of more than four to one. In AI answers the gap is much narrower (177 appearances against 134). Best Buy has fewer news mentions than Lowe's (5,591 against 3,950 is higher, so Best Buy actually has more), yet its AI appearances (155) are also above Lowe's. Nike sits at the opposite extreme: heavy press (37,047) but fewer answers naming it (86). Press volume and AI visibility do not track each other in this set.

Menards and Ace Hardware generally rank highest among major home improvement chains for customer satisfaction and complaint handling, followed by Home Depot and then Lowe’s…
Grok, answering “Rank the major home improvement chains by how well they handle complaints.”

What to watch

For a Lowe's comms team, the takeaway from this single snapshot is that the assistants use Lowe's mainly as a comparison point to Home Depot and the large national chains, and rarely as the subject of a story on its own. Visibility was lowest on reliability and 'avoid' questions, so those are the places where the answers say the least about the brand.

Two things are worth tracking in later runs. One is whether Lowe's is credited for anything beyond list membership, since the credits here were mostly 'Not Substantive'. The other is whether recent press storylines, such as the delivery relaunch, start to appear in answers or cited domains. Live answers vary between runs, so treat these figures as a single measurement, not a ranking or a trend.

The evidence

Where Lowe's appeared, and what it was credited for.

Per-provider split

The same answers split by assistant, each with its 95% range. Where two assistants' ranges overlap, the difference between them may be noise.

  1. ChatGPT
    11%8–16%
  2. Claude
    8%5–12%
  3. Gemini
    9%6–13%
  4. Perplexity
    10%7–14%
  5. Grok
    16%12–21%

Appeared in

The 12 questions whose answers named Lowe's most often, with each assistant that named it. 63 questions named it in all. The questions did not mention the brand.

  • Rank the major home improvement chains by how well they handle complaints.ChatGPTClaudeGeminiPerplexityGrok
  • Who leads the home improvement retail market?ChatGPTClaudeGeminiPerplexityGrok
  • Which appliance retailers have the best record for on-time delivery and proper installation?ChatGPTClaudeGeminiPerplexityGrok
  • Which home improvement chains have the lowest prices on tools and lumber?ChatGPTClaudeGeminiPerplexityGrok
  • Which home improvement stores have the best rewards or credit card perks for a big renovation?ChatGPTClaudeGeminiPerplexityGrok
  • Which home improvement retailers have the best digital tools for planning projects?ChatGPTClaudeGeminiPerplexityGrok
  • Rank the largest US retailers by how much renewable energy they use.ChatGPTClaudeGeminiPerplexityGrok
  • Which online retailers have the fastest and most innovative delivery options, like drone or same-day?ClaudeGeminiPerplexityGrok
  • What are the most valuable retail brands in the world?ChatGPTClaudePerplexityGrok
  • Which home improvement stores carry the best-quality tools?ChatGPTGeminiPerplexityGrok
  • Who ranks highest in consumer trust surveys among home improvement retailers?ChatGPTClaudeGeminiGrok
  • Which retailers have the best price-match policies?ClaudeGeminiGrok

Visibility by question type

The share of answers to each type of question that named Lowe's, with its 95% range. Each type has fewer answers than the whole run, so its range is wider.

  1. Reliability and quality
    3%1–9%
  2. Trust and reputation
    10%6–17%
  3. Value and price
    9%5–17%
  4. Customer service
    10%6–17%
  5. Safety and security
    7%4–14%
  6. Innovation
    19%12–28%
  7. Leadership and scale
    27%19–37%
  8. Employer and workplace
    18%12–27%
  9. Sustainability and ethics
    9%5–16%
  10. Avoid and risk
    4%2–11%
  11. Returns and shipping
    5%2–12%
  12. Product selection and assortment
    7%4–14%
  13. Loyalty and rewards
    8%4–16%
Measured September 29, 2026. ChatGPT, Claude, Gemini, Perplexity and Grok. Types with no answers are left out.

What the answers credited it for

The topics the answers tied to Lowe's when they named it, as labeled by a classifier run on this site (a Visibility Driver label, not a customer workspace's Smart Category). It describes what the answer discussed, not whether it was favorable.

  • Not Substantive8 answers
  • Financial Performance1 answer
  • Labour & Workplace1 answer
  • Customer Experience1 answer

Press rank and AI rank

Where Lowe's sits among the 15 retail brands with news data in this snapshot, on each measure. Ranks only: the two measures use different units and time windows.

Rank by AI visibility

#8 of 15

  1. 8

Share of 1,250 answers, measured September 29, 2026.

Rank by news mentions

#14 of 15

  1. 14

PeakMetrics news index, last 30 days.

Mention volume is not comparable across sectors, so both ranks are within this sector.

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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