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Ace Hardware

acehardware.com · Retail

Ranked 822 of 2,047 companies in the study

35Overall score
  • Visibility13
  • Citations2
  • Sentiment73
  • Site quality73
  • AI readiness43
What this means for Ace Hardware

AI assistants name Ace Hardware in 15% of answers, which is more often than the typical company in the retail sector, named in 6.7% of answers. Its overall score is 35 out of 100, ranking 822nd of 2,047 companies. The Ace Hardware website passes 6 out of 14 technical checks that measure how ready it is for AI tools.

We asked 15 unbranded questions about the retail market: none named Ace Hardware. AI assistants named it in 9 of 60 answers (15.0%). The typical retail company is named in 6.7% of answers. By how often it is named, Ace Hardware ranks 194 of 640 in its sector.

Named by AI in
15.0%
9 of 60 answers
Share of mentions
10.6%
compared with 5 rivals
AI readiness
6/14
technical checks passed. Typical for its sector: 3
Rank in its sector
283 of 640
by overall score, where the typical retail company scores 34
How Ace Hardware compares with all 2,047 companies

Every dot is a company in the study. Hover one to see it; click to open its report.

This companySame sectorEvery other companyNever named

What makes up the score

Five parts, each scored out of 100.

Visibility
13

How often AI assistants name the company

Citations
2

How often AI uses the company's own website as a source

Sentiment
73

How positively AI describes the company

Site quality
73

How well built the website's own pages are

AI readiness
43

How easily AI tools can read and use the website

Visibility is calculated from the answers on this page. How the score is built.

Compared with retail

640 companies in this sector. The line on each bar is the typical company.

Overall score35
Ranks 283 of 640. Typical company: 34
Named in answers15%
Ranks 194 of 640. Typical company: 7%
AI readiness43
Ranks 124 of 640. Typical company: 29
What OpenAI actually said

An answer that names the company

“Where can I find quality tools and garden supplies for small DIY projects?”

Great — here are reliable places and practical tips for finding quality tools and garden supplies for small DIY projects.

Where to buy (options that cover convenience, quality, and specialty needs)

Big-box home centers (wide selection, competitive prices, tool rental at many stores): The Home Depot is a good one to check for power tools, hand tools, and equipment rental. (homedepot.com)

Local hardware stores & co-ops (helpful staff, quick pickup, often higher-quality hand tools): Ace Hardware locations offer c …

The AI’s answer as we received it, shortened and not checked for accuracy.

Also named
Lowe's5Menards4True Value4The Home Depot3Do it Best1
Share of mentions

How the mentions in these answers were split between this company and its rivals

The Home Depot
35.0%
Lowe's
35.0%
Ace Hardware
11.3%
Menards
8.8%
True Value
7.5%
Do it Best
2.5%
Which AI assistants named the company

Answers naming it, out of answers received

Gemini
3/15
Perplexity
3/15
OpenAI
2/15
Claude
1/15
Ready for AI agents

What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.

This website turned most of our scan away, so it has no level. None of the checks could run. That reflects the website’s rules for automated visitors, and an AI agent arriving by itself meets the same rules.

Can an AI agent buy here?

We could not tell. The website turned away our requests for the files an agent would read. An agent arriving by itself is turned away the same way.

  • UCPCould not check
  • ACPCould not check
  • AP2Not present
  • x402Not present
  • MPPCould not check
Show every check, for your technical team
Discoverability
  • robots.txtCould not check

    Publish a valid robots.txt with crawl rules and a Sitemap line.

    study: 92.0%
  • SitemapCould not check

    Serve an XML sitemap and reference it from robots.txt.

    study: 86.8%
  • Link headersCould not check

    Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.

    study: 0.3%
  • DNS for AI DiscoveryNot present

    Advertise agent endpoints with SVCB records under _agents.

    study: 5.5%
Content accessibility
  • Markdown negotiationCould not check

    Return a markdown version when asked with Accept: text/markdown, for example at the CDN.

    study: 1.9%
  • llms.txtCould not check

    Publish an llms.txt with a short summary and the key links.

    study: 25.1%
Bot access control
  • AI bot rulesCould not check

    Add explicit robots.txt groups for the main AI crawlers.

    study: 93.4%
  • Content SignalsCould not check

    Add a Content-Signal line for search, ai-input and ai-train to robots.txt.

    study: 1.4%
  • Web Bot AuthCould not check

    Only relevant if you run your own agents or crawlers: publish a signing key directory.

    study: 0.2%
APIs, auth and MCP
  • API CatalogCould not check

    List public APIs in a linkset at /.well-known/api-catalog.

    study: 0.3%
  • OAuth discoveryCould not check

    Publish OpenID Connect or OAuth server metadata under /.well-known.

    study: 11.8%
  • OAuth Protected ResourceCould not check

    Serve protected resource metadata at /.well-known/oauth-protected-resource.

    study: 10.3%
  • auth.mdCould not check

    Publish an auth.md describing how agents sign in.

    study: 0.0%
  • MCP Server CardCould not check

    Offer an MCP server and publish its server card under /.well-known.

    study: 0.2%
  • A2A Agent CardCould not check

    Publish an agent card at /.well-known/agent-card.json.

    study: 0.1%
  • Agent SkillsCould not check

    Publish a skills index with the main tasks agents can do.

    study: 0.2%
  • WebMCPCould not check

    Register key actions such as search or cart as WebMCP tools.

    study: 33.7%
  • ARD manifestCould not check

    Publish an ai-catalog.json listing every agent interface.

    study: 0.1%

0% of checks could run · checked on October 4, 2026 · www.acehardware.com · 2,047 companies scanned

See how every company did, and how this was measured.

The checks behind the AI readiness score

6 of 14 passed. This list is for your technical team. The percentage is how many companies in the study pass each check.

These 14 checks ran during the audit and are what the AI readiness part of the overall score counts. The scan above ran later and is stricter on Link headers and Markdown, so a check can pass here and not there.

Show the 14 checks
Discoverability
  • Passedrobots.txt publishedstudy: 85.0%
  • PassedXML sitemapstudy: 73.2%
  • Not metHTTP Link headers (RFC 8288)study: 29.0%
Content Accessibility
  • Not metMarkdown content negotiationstudy: 8.3%
  • Passedllms.txt publishedstudy: 21.7%
  • PassedToken budget (page weight)study: 95.2%
Bot Access Control
  • PassedExplicit AI bot rulesstudy: 13.0%
API / Auth / MCP
  • Not metAPI Catalog (.well-known/api-catalog)study: 0.2%
  • Not metOAuth Authorization Server discoverystudy: 10.1%
  • PassedOAuth Protected Resource discoverystudy: 9.3%
  • Not metMCP Server Cardstudy: 0.0%
  • Not metA2A Agent Cardstudy: 0.0%
  • Not metWebMCP toolsstudy: 4.2%
  • Not metAgent Skills declaredstudy: 0.0%
What AI crawlers may read (robots.txt)

This website sets rules for 1 AI crawler by name. All others follow its general rules.

Training AI
  • GPTBotpartly
  • ClaudeBotpartly
  • Anthropic-AIpartly
  • Google-Extended*allowed
  • Applebot-Extendedpartly
  • Meta-ExternalAgentpartly
  • FacebookBotpartly
  • Bytespiderpartly
  • CCBotpartly
  • Diffbotpartly
  • Omgilibotpartly
AI search
  • OAI-SearchBotpartly
  • Claude-SearchBotpartly
  • PerplexityBotpartly
  • Applebotpartly
  • Amazonbotpartly
  • YouBotpartly
Answering questions
  • ChatGPT-Userpartly
  • Claude-Userpartly
  • Perplexity-Userpartly
  • DuckAssistBotpartly
  • MistralAI-Userpartly

Read from the website’s own rules file (robots.txt). An asterisk marks a crawler the file names. The rest follow its general rules. “Partly” means only some pages are blocked.

Websites the AI used as sources

How many times each website was listed as a source in these answers

lowes.com
31
homedepot.com
14
acehardware.com (its own website)
13
bobvila.com
12
reddit.com
8
ikea.com
7
justdial.com
7
dealnews.com
6
angi.com
6
youtube.com
5

In the study as NRF Top 100 retailers. Number 19 on the NRF Top 100 Retailers 2026 list, ranked by US retail sales.

Every question, and where the company came up (6 of 15)
QuestionOpenAIClaudePerplexityGemini
  • Where can I find quality tools and garden supplies for small DIY projects?
  • What is the average cost for quality paint and painting supplies at hardware retailers in the US?
  • Are independent hardware retailers better for finding unique home improvement materials?
  • Is it worth paying extra for specialty lawn and garden equipment at local hardware stores?
  • Is there a major difference between full-service hardware stores and big-box home improvement centers?
  • What kind of retailers offer project planning advice for DIY home renovations?
  • Where can small business owners find reliable supplies for custom lawn care services?
  • How do home improvement warehouses differ from neighborhood hardware stores?
  • Where else can renters find affordable tools for small repair projects?
  • What are cost-effective alternatives to shopping at large hardware chains for home improvement supplies?
  • What options exist for buying discounted outdoor power equipment besides major home improvement retailers?
  • What should I do if my online hardware order arrives with missing parts?
  • Who should I contact if a power tool from a home improvement store stops working under warranty?
  • What are the best hardware stores for first-time homeowners in the US?
  • Do most home improvement stores have free delivery minimums, and what is the typical threshold?
named the companyanswered without naming itdid not answer

Columns, left to right: OpenAI, Claude, Perplexity, Gemini. The AI assistants often disagree. Across the study, on 40% of the questions where a company is named, only one of the four names it.

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Overall score 35 of 100 badge for Ace Hardware

A badge of this result that you can show on your own website. Copy the code below.

<a href="https://aeo-audit.rezolve.com/us/acehardware.com"><img src="https://aeo-audit.rezolve.com/us/badges/acehardware.com.svg" alt="Overall score 35 of 100, US AI Visibility Study 2026" width="280" height="64"></a>
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